<?xml version="1.0" encoding="UTF-8"?><!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v2.0 20040830//EN" "journalpublishing.dtd"><article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" dtd-version="2.0" xml:lang="en" article-type="research-article"><front><journal-meta><journal-id journal-id-type="nlm-ta">JMIR Form Res</journal-id><journal-id journal-id-type="publisher-id">formative</journal-id><journal-id journal-id-type="index">27</journal-id><journal-title>JMIR Formative Research</journal-title><abbrev-journal-title>JMIR Form Res</abbrev-journal-title><issn pub-type="epub">2561-326X</issn><publisher><publisher-name>JMIR Publications</publisher-name><publisher-loc>Toronto, Canada</publisher-loc></publisher></journal-meta><article-meta><article-id pub-id-type="publisher-id">v10i1e82061</article-id><article-id pub-id-type="doi">10.2196/82061</article-id><article-categories><subj-group subj-group-type="heading"><subject>Original Paper</subject></subj-group></article-categories><title-group><article-title>A Sustainable Lifestyle Intervention Among Office Workers: Cluster Randomized Pilot and Feasibility Study</article-title></title-group><contrib-group><contrib contrib-type="author" corresp="yes"><name name-style="western"><surname>Halling Ullberg</surname><given-names>Oskar</given-names></name><degrees>PhD</degrees><xref ref-type="aff" rid="aff1">1</xref></contrib><contrib contrib-type="author"><name name-style="western"><surname>Tillander</surname><given-names>Annika</given-names></name><degrees>PhD</degrees><xref ref-type="aff" rid="aff2">2</xref></contrib><contrib contrib-type="author"><name name-style="western"><surname>B&#x00E4;lter</surname><given-names>Katarina</given-names></name><degrees>PhD</degrees><xref ref-type="aff" rid="aff1">1</xref><xref ref-type="aff" rid="aff3">3</xref></contrib></contrib-group><aff id="aff1"><institution>Department of Health Science, Innovation and Design, M&#x00E4;lardalen University</institution><addr-line>Universitetsplan 1</addr-line><addr-line>V&#x00E4;ster&#x00E5;s</addr-line><country>Sweden</country></aff><aff id="aff2"><institution>Department of Statistics and Machine Learning, Link&#x00F6;ping University</institution><addr-line>Link&#x00F6;ping</addr-line><country>Sweden</country></aff><aff id="aff3"><institution>Department of Medical Epidemiology and Biostatistics, Karolinska Institute</institution><addr-line>Stockholm</addr-line><country>Sweden</country></aff><contrib-group><contrib contrib-type="editor"><name name-style="western"><surname>Mavragani</surname><given-names>Amaryllis</given-names></name></contrib><contrib contrib-type="editor"><name name-style="western"><surname>Steenstra</surname><given-names>Ivan</given-names></name></contrib></contrib-group><contrib-group><contrib contrib-type="reviewer"><name name-style="western"><surname>Samuel</surname><given-names>Adebero</given-names></name></contrib><contrib contrib-type="reviewer"><name name-style="western"><surname>Hargreaves</surname><given-names>Elaine</given-names></name></contrib></contrib-group><author-notes><corresp>Correspondence to Oskar Halling Ullberg, PhD, Department of Health Science, Innovation and Design, M&#x00E4;lardalen University, Universitetsplan 1, V&#x00E4;ster&#x00E5;s, 722 20, Sweden, 46 79-0660901; <email>oskar.halling.ullberg@mdu.se</email></corresp></author-notes><pub-date pub-type="collection"><year>2026</year></pub-date><pub-date pub-type="epub"><day>7</day><month>5</month><year>2026</year></pub-date><volume>10</volume><elocation-id>e82061</elocation-id><history><date date-type="received"><day>08</day><month>08</month><year>2025</year></date><date date-type="rev-recd"><day>25</day><month>02</month><year>2026</year></date><date date-type="accepted"><day>23</day><month>03</month><year>2026</year></date></history><copyright-statement>&#x00A9; Oskar Halling Ullberg, Annika Tillander, Katarina B&#x00E4;lter. Originally published in JMIR Formative Research (<ext-link ext-link-type="uri" xlink:href="https://formative.jmir.org">https://formative.jmir.org</ext-link>), 7.5.2026. </copyright-statement><copyright-year>2026</copyright-year><license license-type="open-access" xlink:href="https://creativecommons.org/licenses/by/4.0/"><p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (<ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">https://creativecommons.org/licenses/by/4.0/</ext-link>), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work, first published in JMIR Formative Research, is properly cited. The complete bibliographic information, a link to the original publication on <ext-link ext-link-type="uri" xlink:href="https://formative.jmir.org">https://formative.jmir.org</ext-link>, as well as this copyright and license information must be included.</p></license><self-uri xlink:type="simple" xlink:href="https://formative.jmir.org/2026/1/e82061"/><abstract><sec><title>Background</title><p>Society faces multiple challenges, including lifestyle diseases and global climate change. Framing health education within sustainable development may enhance motivation for behavior change because proenvironmental behaviors, as well as healthy behaviors, often rely on the same behavior change principles. Combining these perspectives may therefore reinforce health behaviors and climate-friendly choices.</p></sec><sec><title>Objective</title><p>This pilot study aims to explore changes in dietary intake, diet-related carbon footprint, and physical activity among office workers receiving sustainable plus healthy lifestyle (sustainable lifestyle arm) or healthy lifestyle education (healthy lifestyle arm) alone. It also aims to assess the feasibility of the intervention functions, including workshop attendance rate, participants&#x2019; dietary goals, social support, and facilitators and barriers to behavior change.</p></sec><sec sec-type="methods"><title>Methods</title><p>A 2-armed participant-blinded cluster randomized study, including an experimental intervention arm (sustainable lifestyle; n=19) and a control intervention arm (healthy lifestyle; n=14), was conducted in Sweden. The study lasted 8 weeks and included 6 workplace-based workshops and was framed by the behavioral change wheel and the socioecological model. Diet, carbon footprint, and physical activity were assessed using the web-based questionnaires Meal-Q and Active-Q. Attendance rate, individual goals, social support, and facilitators and barriers were assessed using printed questionnaires.</p></sec><sec sec-type="results"><title>Results</title><p>The reduction of total diet-related carbon dioxide equivalents (CO<sub>2</sub>e) was 0.8 kg and 0.4 kg per day for the sustainable and healthy lifestyle arm, respectively. Also, there was a statistically significant interaction between time and lifestyle when the carbon footprint was expressed as a qualitative aspect of diet, that is, CO<sub>2</sub>e kg per 1000 kcal per day (<italic>P</italic>=.05). Moreover, the intake of vitamin C, a marker for fruits and vegetables, increased to 8.0 and 12.5 mg per 1000 kcal per day for the sustainable and healthy lifestyle arms, respectively. In addition, total sedentary time decreased by 0.4 hours per day in the sustainable lifestyle arm, but not in the healthy lifestyle arm. This indicates that the educational workshops in respective arms had different impacts on health behavior over time. Minor differences were found in dietary goals, with the sustainable lifestyle arm setting more goals related to ecological and vegetarian foods. No differences were seen between arms regarding barriers or facilitators.</p></sec><sec sec-type="conclusions"><title>Conclusions</title><p>This study suggests that embedding healthy lifestyle recommendations within a sustainable development context may be an efficient way to reduce carbon footprint and increase healthy behavior among office workers. Given the ongoing global epidemic of metabolic diseases, climate change, and environmental degradation, promoting a sustainable lifestyle in a workplace context has the potential to counteract these trends.</p></sec><sec><title>Trial Registration</title><p>ClinicalTrials.gov NCT06698094; https://clinicaltrials.gov/study/NCT06698094</p></sec></abstract><kwd-group><kwd>workplace</kwd><kwd>office</kwd><kwd>diet</kwd><kwd>carbon dioxide equivalents</kwd><kwd>behavior change</kwd><kwd>physical activity</kwd></kwd-group></article-meta></front><body><sec id="s1" sec-type="intro"><title>Introduction</title><p>Unhealthy behaviors, including poor food habits and insufficient physical activity, increase the risk of metabolic diseases and contribute to a substantial economic burden on the health care system [<xref ref-type="bibr" rid="ref1">1</xref>,<xref ref-type="bibr" rid="ref2">2</xref>], as well as for corporations through increased employee absenteeism and reduced productivity [<xref ref-type="bibr" rid="ref3">3</xref>,<xref ref-type="bibr" rid="ref4">4</xref>]. Moreover, a nonsustainable western lifestyle relying on the excessive production of food and goods, passive transportation, and the heating and cooling of buildings, among other things, contributes substantially to increased carbon footprints through greenhouse gas emissions, deforestation, and increased land use, as well as pollution, traffic noise, and environmental degradation [<xref ref-type="bibr" rid="ref5">5</xref>,<xref ref-type="bibr" rid="ref6">6</xref>].</p><p>Epidemiological studies consistently show that high consumption of plant-based foods such as vegetables, fruits, legumes, and whole-grain products and physical activity reduces the incidence of noncommunicable diseases like obesity, cardiovascular diseases, type 2 diabetes, and certain types of cancer [<xref ref-type="bibr" rid="ref7">7</xref>-<xref ref-type="bibr" rid="ref11">11</xref>]. Moreover, reviews at the time of this writing demonstrate the importance of active transportation to decrease traffic congestion, greenhouse gas emissions, air pollution, and noise [<xref ref-type="bibr" rid="ref12">12</xref>-<xref ref-type="bibr" rid="ref14">14</xref>]. Thus, relatively minor behavior changes among a large proportion of the population, such as a reduction in beef consumption, along with increased physical activity, including active commuting, would drastically impact public health and yield substantial environmental benefits [<xref ref-type="bibr" rid="ref10">10</xref>,<xref ref-type="bibr" rid="ref13">13</xref>,<xref ref-type="bibr" rid="ref15">15</xref>,<xref ref-type="bibr" rid="ref16">16</xref>].</p><p>Given that more than 50% of the 5.1 million employees working in Sweden are office workers, also described as white-collar workers [<xref ref-type="bibr" rid="ref17">17</xref>,<xref ref-type="bibr" rid="ref18">18</xref>], the office is a strategic arena for health promotion. Previous workplace dietary interventions in the form of counseling, education, and on-site group activities have shown substantial changes in employees&#x2019; food habits and health-related outcomes [<xref ref-type="bibr" rid="ref19">19</xref>-<xref ref-type="bibr" rid="ref21">21</xref>]. Workplace interventions targeting reduced sedentary behavior and increased physical activity at work [<xref ref-type="bibr" rid="ref22">22</xref>-<xref ref-type="bibr" rid="ref24">24</xref>], weight loss, and improvement of metabolic syndrome markers have also shown promising results [<xref ref-type="bibr" rid="ref25">25</xref>,<xref ref-type="bibr" rid="ref26">26</xref>], regardless of workplace type. These interventions resulted in improved employee health and financial return for the employer, especially reduced absenteeism [<xref ref-type="bibr" rid="ref3">3</xref>,<xref ref-type="bibr" rid="ref27">27</xref>,<xref ref-type="bibr" rid="ref28">28</xref>]. Although workplace interventions have targeted healthier behaviors, they rarely combine established health behavior change frameworks with approaches that encourage proenvironmental behaviors, such as choosing foods with a low carbon footprint or increasing active transportation. Integrating these 2 perspectives remains uncommon, even though both influence diet and physical activity behaviors [<xref ref-type="bibr" rid="ref29">29</xref>]. This gap limits our understanding of how workplace interventions can support behaviors that benefit both individual health and environmental sustainability. Thus, there is a need for well-designed, theory-informed workplace interventions specifically targeting a healthy and sustainable lifestyle among office workers [<xref ref-type="bibr" rid="ref19">19</xref>,<xref ref-type="bibr" rid="ref22">22</xref>,<xref ref-type="bibr" rid="ref30">30</xref>,<xref ref-type="bibr" rid="ref31">31</xref>].</p><p>The built environment, building design, social, and organizational factors within the office workplace, along with individual capability and motivation, are crucial for behavioral change [<xref ref-type="bibr" rid="ref31">31</xref>,<xref ref-type="bibr" rid="ref32">32</xref>]. Moreover, interventions using physical prompts for stair climbing or maps marked with walking routes, are more effective than interventions solely focusing on information dissemination and individual behaviors [<xref ref-type="bibr" rid="ref33">33</xref>]. Here, we report from the pilot phase of the Sustainable Office Intervention (SOFIA) [<xref ref-type="bibr" rid="ref34">34</xref>]. The intervention hypothesizes that office workers who receive healthy lifestyle education framed within the context of sustainable development will exhibit greater motivation for changes in dietary and physical activity behaviors compared to those who receive education focused solely on healthy behaviors. Specifically, we aim to assess changes in (1) diet-related carbon footprint, expressed as CO<sub>2</sub>e (diet-related carbon dioxide equivalents) and a marker of sustainable food habits; (2) intake of energy and nutrients; and (3) physical activity and inactivity, including the use of active commuting. Second, we aim to evaluate the feasibility of intervention functions in the form of participants&#x2019; workshop attendance and perceived social support, as well as differences in goals, facilitators, and barriers for behavior change.</p></sec><sec id="s2" sec-type="methods"><title>Methods</title><sec id="s2-1"><title>Study Design</title><p>This pilot study compares a healthy plus sustainable lifestyle intervention arm with a healthy lifestyle control intervention arm, hereafter referred to as the sustainable lifestyle (SL) and healthy lifestyle (HL) arm, respectively. After randomization, each arm received an explanation of the respective lifestyle concepts during workshop number 1. Participants in the HL arm were introduced to national recommendations that emphasize eating a varied diet rich in whole grains, fruits, and vegetables, along with limited consumption of red and processed meat, and engaging in 150-300 minutes of moderate-to-vigorous physical activity each week. Participants in the SL arm received the same health recommendations, framed within information on behaviors that also reduce environmental impact. This included choosing foods with lower greenhouse gas emissions, considering organically produced foods, and understanding the environmental benefits of active commuting such as walking or cycling. Because a pilot study may be considered a subset of feasibility studies, this study evaluates both the piloted trial procedures (eg, primary outcomes, delivery of workshops at the office locations, and intervention functions) and the feasibility aspects (eg, recruitment data, participant workshop attendance rate, and alignment of goals set by participants) to inform the design of a future full-scale SOFIA randomized controlled trial. A detailed study protocol of the SOFIA study as a full-scale cluster randomized, single-blind controlled trial has been described previously [<xref ref-type="bibr" rid="ref34">34</xref>], and data have been reported according to the CONSORT (Consolidated Standards of Reporting Trials) checklist (<xref ref-type="supplementary-material" rid="app5">Checklist 1</xref>).</p></sec><sec id="s2-2"><title>Setting</title><p>This study was co-created with 2 offices in Sweden and part of a large body of research within the Concepts for the Sustainable Office of the Future (SOFCO) project. Office A was located in a medium-sized city and worked in real estate development. At the time of the investigation, the office included approximately 35 office workers. The workspace consisted of modern coworking areas, shared workspaces, meeting rooms, and social areas. Office B was located in a large city and delivered facility management and property management services. At the time of the intervention, the office contained approximately 400 office workers. Although larger, Office B featured workspaces similar to those in Office A, including modern offices designed for flexible work and remote work opportunities, in line with the new ways of working, that is, employees are free to work from anywhere and anytime, and the office lacks individual and assigned office space for each person [<xref ref-type="bibr" rid="ref35">35</xref>]. Both offices were situated in urban environments on 2 or more floors in their respective buildings, surrounded by restaurants, shopping centers, and fitness facilities and within walking distance to public transport and parks. For additional details about the setting, see Ullberg et al [<xref ref-type="bibr" rid="ref36">36</xref>].</p></sec><sec id="s2-3"><title>Recruitment</title><p>Participants were recruited through a systematic multistep procedure. First, study information was communicated to managers at each office, who then shared the information internally. Second, recruitment advertisements were posted at the offices. Third, all office employees received an email invitation to participate. Finally, members of the research team visited the workplaces in person to provide information and recruit participants on site. Employees who expressed interest completed a short web-based screening questionnaire provided through the advertisement. Eligibility criteria included being at least 18 years of age, having access to a smartphone, and working 20 hours or more per week in one of the 2 offices. Upon confirmation of interest, participants were invited by email to attend a baseline assessment meeting at their workplace one week before the first educational workshop. The aim of the meeting was to provide information about the study, sign the informed consent form, and do baseline assessments.</p></sec><sec id="s2-4"><title>Randomization and Sample Size</title><p>After the baseline assessment, the 2 office sites were randomized as clusters using a computer-generated random number generator in the statistical software R (R Core Team). This allowed all participants to be assigned to either the sustainable or healthy arm based on their office&#x2019;s geographical location [<xref ref-type="bibr" rid="ref34">34</xref>]. Data collection was conducted in the fall of 2022 and repeated for a second cohort in the spring of 2023. Because the study included only 4 small clusters in total, the process functioned as 2 separate 2-arm allocations, each with equal probability of assignment. Note that the offices (A and B) received both interventions (SL and HL), but at different time points, as the randomization was repeated for each cohort. Participants were not aware of their allocation, as the different office-based clusters were geographically separated. However, the research team was not blinded and had access to files identifying each study arm allocation status, as they had to coordinate the intervention and data collection. We used purposive sampling, as only employees from the 2 companies with established agreements were eligible and invited to participate in the study. However, key outcome measures from this pilot study will be used to inform future power calculations and determine the required sample size of the future upscaled study, as outlined in the study protocol [<xref ref-type="bibr" rid="ref34">34</xref>]. In total, 37 participants were recruited, of which 21 were included in the SL arm and 16 in the HL arm. The uneven distribution of participants in the SL and HL arms, respectively, was a result of the cluster randomization process, since different numbers of people signed up at the different offices. Given the small sample size and unequal group allocation, the study is not powered to detect between-group differences; therefore, all results should be regarded as exploratory.</p></sec><sec id="s2-5"><title>Education Intervention and Workshops</title><p>The intervention lasted for 8 weeks and consisted of 6 interactive educational workshops that occurred every week for the first 4 weeks and then every second week for the last 4 weeks, facilitated by study personnel (OHU and KB). Diet and physical activity data were collected at baseline and just before workshops 4 and 6 to make sure that data were assessed according to the timeline shown in <xref ref-type="fig" rid="figure1">Figure 1</xref>, and if needed, participants were reminded at the workshop. Data addressing the secondary aim&#x2014;namely, evaluating the feasibility of the intervention functions&#x2014;were collected at workshops 2, 4, and 6 as part of the behavioral change support activities. Additionally, participants in both study arms used the Stanford Healthy Neighborhood Discovery Tool (Discovery Tool) [<xref ref-type="bibr" rid="ref37">37</xref>] to address the social-ecological aspects of behavior change; these data were collected between workshops 5 and 6. However, the results have been presented elsewhere [<xref ref-type="bibr" rid="ref36">36</xref>]. Moreover, urine samples were collected for analysis of pesticide residues, as an indicator of consumption of organic foods, at baseline and workshop 6, but the result is beyond the scope of this paper.</p><fig position="float" id="figure1"><label>Figure 1.</label><caption><p>Timeline for the 8-week intervention study Sustainable Office Intervention (SOFIA) with 6 educational workshops (WS) and a follow-up meeting 2&#x2010;3 months after the intervention ended. WS: workshop.</p></caption><graphic alt-version="no" mimetype="image" position="float" xlink:type="simple" xlink:href="formative_v10i1e82061_fig01.png"/></fig></sec><sec id="s2-6"><title>A Framework for Behavior Change</title><p>Michie et al [<xref ref-type="bibr" rid="ref32">32</xref>,<xref ref-type="bibr" rid="ref38">38</xref>] Behavioral Change Wheel and techniques from the behavior change taxonomy served as the framework for this intervention, based on the COM-B (capability, opportunity, and motivation to support behavior change) model, which explains individual behavior change through 3 fundamental mechanisms: capability (C), opportunity (O), and motivation (M), which together support behavior change (B). The interactive educational workshops included discussions about how to change behavior at the individual level to achieve a more sustainable and healthier lifestyle, respectively. In the context of this study, capability (C) referred to knowledge, planning, and culinary skills related to a healthy and sustainable lifestyle; opportunity (O) referred to food options at work and areas for engaging in physical activity; motivation (M) referred to personal factors that motivate behavioral change (B), such as a desire to improve one&#x2019;s health, increase work productivity, reduce one&#x2019;s global carbon footprint, and contribute to reducing local food waste. In brief, workshops 1-6 used COM-B-based intervention functions to support behavior change. Education was delivered through framing and reframing, highlighting that sustainable lifestyle choices can also promote health in the SL arm. Environmental restructuring was introduced by using the workplace as a social arena and through the Our Voice Discovery tool (Stanford University); moreover, by serving lunch during the workshops to model recommended eating practices aligned with the nutritional recommendations of the Nordic Nutrition Recommendations (NNR) [<xref ref-type="bibr" rid="ref39">39</xref>]. Workshops 2 and 4 emphasized incentivization through goal setting and used prompts and cues, including guidance on interpreting food labels such as the Swedish Keyhole symbol and KRAV (the Swedish label for organically produced foods). Throughout workshops 1-7, enablement and action planning were supported by education and the digital behavioral package (guidelines, food labels, and recipes to support adherence to the recommended advice about sustainable and healthy lifestyles, respectively). For educational content, see <xref ref-type="table" rid="table1">Table 1</xref>, and for an even more detailed description of program theory, supporting factors, and intervention functions, see published study protocol [<xref ref-type="bibr" rid="ref34">34</xref>].</p><table-wrap id="t1" position="float"><label>Table 1.</label><caption><p>Educational content of the Sustainable Office Intervention (SOFIA) pilot workshops by intervention arm.</p></caption><table id="table1" frame="hsides" rules="groups"><thead><tr><td align="left" valign="bottom">Workshop</td><td align="left" valign="bottom">Sustainable lifestyle</td><td align="left" valign="bottom">Healthy lifestyle</td></tr></thead><tbody><tr><td align="left" valign="top">1.</td><td align="left" valign="top"><list list-type="bullet"><list-item><p>Introduction to a sustainable lifestyle.</p></list-item><list-item><p>Global food consumption and disease burden.</p></list-item><list-item><p>The impact of food production and consumption on climate and environmental issues.</p></list-item><list-item><p>Dietary guidelines with focus on recommended intake of red meat and processed meat as well as on fruits and vegetables, and fiber.</p></list-item><list-item><p>The recommended proportion of energy from different macronutrients (fat, protein, and carbohydrates).</p></list-item><list-item><p>The role of energy balance for maintaining a normal body weight.</p></list-item><list-item><p>Win-win situation between climate and healthy aspects when eating plant-based food.</p></list-item></list></td><td align="left" valign="top"><list list-type="bullet"><list-item><p>Introduction to a healthy lifestyle.</p></list-item><list-item><p>Global food consumption and disease burden.</p></list-item><list-item><p>Dietary guidelines with focus on recommended intake of red meat and processed meat as well as on fruits and vegetables, and fiber.</p></list-item><list-item><p>The recommended proportion of energy from different macronutrients (fat, protein, and carbohydrates).</p></list-item><list-item><p>The role of energy balance for maintaining a normal body weight.</p></list-item></list></td></tr><tr><td align="left" valign="top">2.</td><td align="left" valign="top"><list list-type="bullet"><list-item><p>The climate and environmental impact of organic farming versus conventional farming.</p></list-item><list-item><p>Consumption of organic products.</p></list-item><list-item><p>How organic products are labeled on a national and European level.</p></list-item></list></td><td align="left" valign="top"><list list-type="bullet"><list-item><p>The recommended proportion of energy from different macronutrients (fat, protein, and carbohydrates).</p></list-item><list-item><p>The role of energy balance for maintaining a normal body weight.</p></list-item><list-item><p>The pedagogical model &#x201C;the plate model&#x201D; to guide the proportion of various foods on the plates.</p></list-item></list></td></tr><tr><td align="left" valign="top">3.</td><td align="left" valign="top"><list list-type="bullet"><list-item><p>The carbon footprint from food production, transportation, and consumption.</p></list-item><list-item><p>Be aware of food waste.</p></list-item></list></td><td align="left" valign="top"><list list-type="bullet"><list-item><p>Being a conscious consumer.</p></list-item><list-item><p>How to read a table of contents on food products.</p></list-item><list-item><p>Different types of carbohydrates.</p></list-item><list-item><p>The sugar and fiber content in different food products.</p></list-item></list></td></tr><tr><td align="left" valign="top">4.</td><td align="left" valign="top"><list list-type="bullet"><list-item><p>The trade-off between healthy foods on one hand and their climate and environmental impact on the other hand.</p></list-item><list-item><p>How to use the food guide on climate and environmental impact from WWF<sup><xref ref-type="table-fn" rid="table1fn1">a</xref></sup>.</p></list-item><list-item><p>Protein from plant and animal-based foods.</p></list-item><list-item><p>Recommended intake of vitamins and minerals.</p></list-item></list></td><td align="left" valign="top"><list list-type="bullet"><list-item><p>Be aware of food waste.</p></list-item><list-item><p>How products are labeled, including fair trade, sustainable stocks, key hold (healthy foods) on a national and European level.</p></list-item></list></td></tr><tr><td align="left" valign="top">5.</td><td align="left" valign="top"><list list-type="bullet"><list-item><p>Being a conscious consumer.</p></list-item><list-item><p>How to read a table of contents on food products.</p></list-item><list-item><p>Different types of carbohydrates.</p></list-item><list-item><p>The sugar and fiber content in different food products.</p></list-item><list-item><p>Introduction to citizen science and the use of the Discovery Tool to document facilitators and barriers for a sustainable lifestyle at work.</p></list-item></list></td><td align="left" valign="top"><list list-type="bullet"><list-item><p>Recommended intake of vitamins and minerals.</p></list-item><list-item><p>Food intake versus supplements.</p></list-item><list-item><p>Introduction to citizen science and the use of the Discovery Tool to document facilitators and barriers for a healthy lifestyle at work.</p></list-item></list></td></tr><tr><td align="left" valign="top">6.</td><td align="left" valign="top"><list list-type="bullet"><list-item><p>Being a citizen scientist and analyzing photos of facilitators and barriers for a sustainable lifestyle at work.</p></list-item><list-item><p>List 3&#x2010;4 prioritized barriers at the workplace and advocate for change on an organizational level.</p></list-item></list></td><td align="left" valign="top"><list list-type="bullet"><list-item><p>Being a citizen scientist and analyzing photos of facilitators and barriers for a healthy lifestyle at work.</p></list-item><list-item><p>List 3&#x2010;4 prioritized barriers at the workplace and advocate for change on an organizational level.</p></list-item></list></td></tr></tbody></table><table-wrap-foot><fn id="table1fn1"><p><sup>a</sup>WWF: World Wide Fund for Nature.</p></fn></table-wrap-foot></table-wrap></sec><sec id="s2-7"><title>Sustainable Lifestyle Intervention</title><p>The participants in the SL arm were instructed to follow the dietary and physical activity recommendations of the World Health Organization (WHO), the Food and Agriculture Organization of the United Nations (FAO), and NNR [<xref ref-type="bibr" rid="ref39">39</xref>-<xref ref-type="bibr" rid="ref41">41</xref>]. Additionally, participants were instructed to adopt proenvironmental behaviors in both their work and private lives, defined as actions that minimize environmental harm and combat climate change [<xref ref-type="bibr" rid="ref42">42</xref>]. For example, increase active transportation to and from work; use active transportation in and around the office workplace; break up prolonged sitting through walk-and-talk meetings; select food items with a low carbon footprint; and purchase organic food instead of conventionally produced food, as seen in <xref ref-type="table" rid="table1">Table 1</xref>.</p></sec><sec id="s2-8"><title>Healthy Lifestyle Intervention</title><p>The participants in the HL arm were instructed to follow the dietary recommendations by WHO and NNR 2014, as well as to follow recommendations about the &#x201C;plate model&#x201D; (ie, the combination of food on the plate intended to adhere to the recommended intake of nutrients) and to engage in physical activity corresponding to at least 150-300 minutes per week of moderate-vigorous intensity [<xref ref-type="bibr" rid="ref39">39</xref>,<xref ref-type="bibr" rid="ref40">40</xref>]; see <xref ref-type="table" rid="table1">Table 1</xref>.</p></sec><sec id="s2-9"><title>Outcome Measures</title><sec id="s2-9-1"><title>Overview</title><p>The primary objective was to assess changes in diet-related CO<sub>2</sub>e as an indicator of food habits with low greenhouse gas emissions, consumption of macro- and micronutrients, fiber, added sugars, physical activity and inactivity levels, and the use of active transportation. Second, the aim was also to evaluate the feasibility of intervention functions within the pilot study by assessing workshop attendance and participants&#x2019; self-reported dietary goals, as well as perceived social support, facilitators, and barriers to behavior change.</p></sec><sec id="s2-9-2"><title>Assessment of Diet, Diet-Related CO<sub>2</sub>e, and Physical Activity</title><p>Diet was assessed by the validated and interactive web-based food frequency questionnaire Meal-Q, described in detail elsewhere [<xref ref-type="bibr" rid="ref43">43</xref>,<xref ref-type="bibr" rid="ref44">44</xref>], which covers 5 domains of food consumption: (1) habitual intake of food items, dishes, and beverages, including alcoholic beverages; (2) portion sizes; (3) eating behaviors; (4) meal patterns; and (5) food supplements. Data from Meal-Q were linked to the National Food Composition Table from the Swedish National Food Agency to generate the average intake of 50 nutrients per day and per person [<xref ref-type="bibr" rid="ref45">45</xref>]. Meal-Q was also used to assess the carbon footprint of food consumption, covering the entire &#x201C;cradle-to-grave&#x201D; impact of products, and expressed as kilograms of CO<sub>2</sub>e per kilogram of food products (kg CO<sub>2</sub>e per kg) using published Life Cycle Assessment (LCA) data representing the average consumption pattern in Sweden. Each Meal-Q item, including mixed dishes, was linked to an emission factor derived from these LCA data. Composite meals were broken down into their standard recipe components as defined in the Meal-Q nutrient database, and each component was assigned a corresponding CO<sub>2</sub>e value. Participants&#x2019; reported intakes were converted into grams per day and multiplied by the relevant emission factors to obtain an average daily CO<sub>2</sub>e estimate per person [<xref ref-type="bibr" rid="ref46">46</xref>,<xref ref-type="bibr" rid="ref47">47</xref>].</p><p>Physical activity was assessed using the validated and interactive web-based questionnaire Active-Q, described elsewhere [<xref ref-type="bibr" rid="ref48">48</xref>,<xref ref-type="bibr" rid="ref49">49</xref>], that covers five domains of activity: (1) level of occupational physical activity; (2) means of transportation to and from daily work or studies; (3) leisure-time activities; (4) exercise; and (5) sleep. Participants reported type, duration, and frequency of various activities in each domain, and data from Active-Q were used to calculate time spent at different activity levels, total metabolic equivalent task (MET), and energy expenditure over a 24-hour period [<xref ref-type="bibr" rid="ref49">49</xref>,<xref ref-type="bibr" rid="ref50">50</xref>].</p></sec><sec id="s2-9-3"><title>Assessment of Attendance Rate, Goal Setting, and Supporting Factors</title><p>Participants&#x2019; workshop attendance rates were monitored by the research team using attendance lists. During workshop 2, participants filled out printed questionnaires where they formulated individual diet-related goals. These goals were part of the intervention itself and reflected the COM-B&#x2013;based intervention functions of incentivization, restriction, and self-monitoring. Diet-related goals were selected over physical activity goals because a single focus area is easier for participants to manage than 2; we had a validated assessment method for diet-related carbon footprint, and the impact of greenhouse gas emissions from diet is greater than the impact from physical activity. These goals were self-evaluated along with perceived support from colleagues, managers, family, and the research team, on scales from 0 to 10, where 10 indicated complete fulfillment or good support, at workshops 4 and 6. In addition, participants provided open-ended responses about facilitators and barriers to reaching their goals during workshop 4. These ratings and responses were collected to assess the feasibility of the intervention in terms of supportive factors and to evaluate the intervention functions and educational components.</p></sec></sec><sec id="s2-10"><title>Statistical Analysis</title><p>Descriptive statistics were used to assess baseline characteristics, workshop attendance rate, goal fulfillment, and social support. Differences in baseline characteristics, goal fulfillment, and social support between the 2 arms were tested using the Student <italic>t</italic> test for numerical variables and a chi-square test for categorical variables. Linear mixed effects models (LMMs) were used to generate mean values and between-arm differences with 95% CIs, and the interaction effect was tested based on the II Wald chi-square test between the time points and arms, with degrees of freedom set to 1 (<xref ref-type="supplementary-material" rid="app1">Multimedia Appendix 1</xref>). Finally, the Student <italic>t</italic> test was used to analyze the within-arm mean values and 95% CI between baseline and week 8 separately for each arm, respectively. All participants who were randomized and had answered baseline questionnaires were included in the analysis and analyzed according to intent-to-treat principles, regardless of drop-out, loss to follow-up, or adherence rate. All analyses assumed that numerical variables were normally distributed at the population level [<xref ref-type="bibr" rid="ref51">51</xref>]. However, clustering was not considered in this study. All quantitative data were analyzed using R statistics version 4.3.2 (October 31, 2023).</p></sec><sec id="s2-11"><title>Qualitative Analysis</title><p>Printed questionnaires with dietary goals, self-rated goal fulfillment, barriers, and facilitators were transferred to electronic format and analyzed deductively using framework analysis [<xref ref-type="bibr" rid="ref52">52</xref>]. By reading the goals and narratives independently several times, an initial coding framework was developed, informed by the COM-B model. Thereafter, Excel (Microsoft Corp) spreadsheets were developed, incorporating codes, goals, barriers, and facilitators, resulting in thematic framework matrices. The matrices were filled with goals and participant-specific data by the first author (OHU). As data were compared, the framework was refined and reorganized to accommodate emerging codes and remove those that were no longer relevant. Each goal was coded into categories and analyzed separately for each arm. Moreover, if a goal included 2 dietary aspects, for example, &#x201C;Eat more fruits and vegetables and increase the proportion of organically produced fruits and vegetables,&#x201D; it was categorized into 2 different categories. Barriers to and facilitators of behavior change were initially analyzed separately but later combined due to overlap between the SL and HL arms. Thematic codes were then developed as analytic memos to support the creation of themes. Within these broad categories, COM-B mechanisms were identified inductively by interpreting the texts. The organization of the data into COM-B mechanisms and the identification of categories were discussed, refined, and agreed upon by OHU and KB. Final categories were discussed and agreed upon by all researchers, and tables were created to illustrate the categories, codes, COM-B mechanisms, and descriptive quotations.</p></sec><sec id="s2-12"><title>Ethical Considerations</title><p>The study was approved by the Swedish Ethical Review Authority located in Uppsala (#2021-02309) and conducted in accordance with the guidelines of the Declaration of Helsinki. All research activities strictly followed the regulations set by the Swedish Research Council concerning informed consent and confidentiality. Written informed consent was obtained from all participants prior to any research activities, and trained personnel from the research team were responsible for data management to ensure confidentiality. Moreover, participants were informed of their right to withdraw from the study at any time and to request removal of their data. Participation occurred during working hours and participants were covered by insurance through their respective employers. No financial compensation was provided.</p></sec></sec><sec id="s3" sec-type="results"><title>Results</title><sec id="s3-1"><title>Overview</title><p>Baseline characteristics of the study participants are shown in <xref ref-type="table" rid="table2">Table 2</xref>, and there were no statistically significant differences between the 2 arms. The majority of participants were women (28/37, 76%) and had a university degree (33/37, 89%), and all participants were nonsmokers (37/37, 100%). The mean age was 43 years, and the mean BMI was 24. Dropout after randomization was 2 participants in the SL arm and 2 participants in the HL arm; see <xref ref-type="fig" rid="figure2">Figure 2</xref>, and the main reason for dropping out was lack of time to participate in the workshops. The overall participant attendance rate at the educational workshops was high, 80% for the SL arm and 78% for the HL arm (<xref ref-type="supplementary-material" rid="app2">Multimedia Appendix 2</xref>), and the general reasons for nonattendance were sickness or high workload.</p><table-wrap id="t2" position="float"><label>Table 2.</label><caption><p>Baseline demographics of the study population.</p></caption><table id="table2" frame="hsides" rules="groups"><thead><tr><td align="left" valign="bottom">Variable</td><td align="left" valign="bottom">Sustainable lifestyle arm<break/>n=21</td><td align="left" valign="bottom">Healthy lifestyle arm<break/>n=16</td><td align="left" valign="bottom"><italic>P</italic> value<sup><xref ref-type="table-fn" rid="table2fn1">a</xref></sup></td></tr></thead><tbody><tr><td align="left" valign="top">Gender, n (%)</td><td align="left" valign="top"/><td align="left" valign="top"/><td align="left" valign="top">.55</td></tr><tr><td align="left" valign="top">&#x2003;Women</td><td align="left" valign="top">15 (71)</td><td align="left" valign="top">13 (81)</td><td align="left" valign="top"/></tr><tr><td align="left" valign="top">&#x2003;Men</td><td align="left" valign="top">6 (29)</td><td align="left" valign="top">3 (19)</td><td align="left" valign="top"/></tr><tr><td align="left" valign="top">Smokers at the time of this writing, n (%)</td><td align="left" valign="top">0 (0)</td><td align="left" valign="top">0 (0)</td><td align="left" valign="top">.55</td></tr><tr><td align="left" valign="top">Highest level of education, n (%)</td><td align="left" valign="top"/><td align="left" valign="top"/><td align="left" valign="top">.55</td></tr><tr><td align="left" valign="top">&#x2003;High school degree</td><td align="left" valign="top">3 (14)</td><td align="left" valign="top">1 (6)</td><td align="left" valign="top"/></tr><tr><td align="left" valign="top">&#x2003;University degree</td><td align="left" valign="top">18 (86)</td><td align="left" valign="top">15 (94)</td><td align="left" valign="top"/></tr><tr><td align="left" valign="top">Age (years), mean (SD)</td><td align="left" valign="top">44 (11.4)</td><td align="left" valign="top">43 (8.6)</td><td align="left" valign="top">.83</td></tr><tr><td align="left" valign="top">Weight (kg), mean (SD)</td><td align="left" valign="top">71 (9.2)</td><td align="left" valign="top">69 (9.2)</td><td align="left" valign="top">.62<sup><xref ref-type="table-fn" rid="table2fn1">a</xref></sup></td></tr><tr><td align="left" valign="top">BMI, mean (SD)</td><td align="left" valign="top">24.5 (2.0)</td><td align="left" valign="top">23.4 (2.1)<sup><xref ref-type="table-fn" rid="table2fn2">b</xref></sup></td><td align="left" valign="top">.29</td></tr></tbody></table><table-wrap-foot><fn id="table2fn1"><p><sup>a</sup><italic>P</italic> values obtained by Student <italic>t</italic> test for numerical variables and by a chi-square test for categorical variables.</p></fn><fn id="table2fn2"><p><sup>b</sup>missing height and weight of one participant who was enrolled but missed baseline anthropometric assessment and later dropped out prior to workshop 1.</p></fn></table-wrap-foot></table-wrap><table-wrap id="t3" position="float"><label>Table 3.</label><caption><p>Between-arm differences for daily intake of macro- and micronutrients and carbon footprint per 1000 kcal per day at baseline, 4 weeks, and 8 weeks and within-arm change between baseline assessment and week 8.</p></caption><table id="table3" frame="hsides" rules="groups"><thead><tr><td align="left" valign="bottom">Variable</td><td align="left" valign="bottom" colspan="4">Sustainable lifestyle arm</td><td align="left" valign="bottom" colspan="4">Healthy lifestyle arm</td><td align="left" valign="bottom">Between-arm difference<sup><xref ref-type="table-fn" rid="table3fn1">a</xref></sup> (95% CI)</td></tr><tr><td align="left" valign="top"/><td align="left" valign="top">n (%)</td><td align="left" valign="top">Mean (SD)</td><td align="left" valign="top">Within-arm change<sup><xref ref-type="table-fn" rid="table3fn2">b</xref></sup> (95% CI)</td><td align="left" valign="top"><italic>P</italic> value</td><td align="left" valign="top">n (%)</td><td align="left" valign="top">Mean (SD)</td><td align="left" valign="top">Within-arm change<sup><xref ref-type="table-fn" rid="table3fn2">b</xref></sup> (95% CI)</td><td align="left" valign="top"><italic>P</italic> value</td><td align="left" valign="top"/></tr></thead><tbody><tr><td align="left" valign="top" colspan="10">Total energy intake (kcal)</td></tr><tr><td align="left" valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>Baseline</td><td align="left" valign="top">21 (100)</td><td align="left" valign="top">1772 (669)</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top"/><td align="left" valign="top">16 (100)</td><td align="left" valign="top">2004 (605)</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top"/><td align="left" valign="top">&#x2013;232 (&#x2013;659 to 196)</td></tr><tr><td align="char" char="." valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>4 weeks</td><td align="left" valign="top">20 (95)</td><td align="left" valign="top">1712 (770)</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top"/><td align="left" valign="top">13 (81)</td><td align="left" valign="top">1721 (617)</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top"/><td align="left" valign="top">&#x2013;112 (&#x2013;508 to 484)</td></tr><tr><td align="char" char="." valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>8 weeks</td><td align="left" valign="top">19 (90)</td><td align="left" valign="top">1581 (683)</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top"/><td align="left" valign="top">14 (88)</td><td align="left" valign="top">1617 (441)</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top"/><td align="left" valign="top">&#x2013;36 (&#x2013;436 to 363)</td></tr><tr><td align="left" valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>Baseline versus 8 weeks</td><td align="left" valign="top">18 (86)</td><td align="left" valign="top"/><td align="left" valign="top">&#x2013;223<break/>(&#x2013;625 to 179)</td><td align="left" valign="top">.25</td><td align="left" valign="top">13 (81)</td><td align="left" valign="top"/><td align="left" valign="top">&#x2013;346<break/>(&#x2013;603 to &#x2013;90)</td><td align="left" valign="top">.01</td><td align="left" valign="top"/></tr><tr><td align="left" valign="top" colspan="10">Carbohydrates, E% kcal</td></tr><tr><td align="left" valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>Baseline</td><td align="left" valign="top">21 (100)</td><td align="left" valign="top">41.8 (5.3)</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top"/><td align="left" valign="top">16 (100)</td><td align="left" valign="top">41.0 (3.5)</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top"/><td align="left" valign="top">0.05 (&#x2013;2.9 to 3.0)</td></tr><tr><td align="char" char="." valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>4 weeks</td><td align="left" valign="top">20 (95)</td><td align="left" valign="top">43.5 (6.5)</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top"/><td align="left" valign="top">13 (81)</td><td align="left" valign="top">40.0 (5.3)</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top"/><td align="left" valign="top">3.5 (&#x2013;0.7 to 7.7)</td></tr><tr><td align="char" char="." valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>8 weeks</td><td align="left" valign="top">19 (90)</td><td align="left" valign="top">42.9 (6.4)</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top"/><td align="left" valign="top">14 (88)</td><td align="left" valign="top">40.9 (4.3)</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top"/><td align="left" valign="top">2.0 (&#x2013;1.7 to 5.8)</td></tr><tr><td align="left" valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>Baseline versus 8 weeks</td><td align="left" valign="top">18 (86)</td><td align="left" valign="top"/><td align="left" valign="top">0.7 (&#x2013;1.4 to 0.02)</td><td align="left" valign="top">.48</td><td align="left" valign="top">13 (81)</td><td align="left" valign="top">&#x2013;0.8</td><td align="left" valign="top">&#x2013;0.8 (&#x2013;2.9 to 1.4)</td><td align="left" valign="top">.45</td><td align="left" valign="top"/></tr><tr><td align="left" valign="top" colspan="10">Added sugar g per 1000 kcal</td></tr><tr><td align="left" valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>Baseline</td><td align="left" valign="top">21 (100)</td><td align="left" valign="top">16.5 (8.4)</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top"/><td align="left" valign="top">16 (100)</td><td align="left" valign="top">19.9 (9.8)</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top"/><td align="left" valign="top">&#x2013;3.5 (&#x2013;19.7 to 2.7)</td></tr><tr><td align="char" char="." valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>4 weeks</td><td align="left" valign="top">20 (95)</td><td align="left" valign="top">18.1 (11.4)</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top"/><td align="left" valign="top">13 (81)</td><td align="left" valign="top">20.7 (12.8)</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top"/><td align="left" valign="top">&#x2013;2.5 (&#x2013;11.6 to 6.4)</td></tr><tr><td align="char" char="." valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>8 weeks</td><td align="left" valign="top">19 (90)</td><td align="left" valign="top">18.9 (12.5)</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top"/><td align="left" valign="top">14 (88)</td><td align="left" valign="top">21.7 (11.9)</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top"/><td align="left" valign="top">&#x2013;2.8 (&#x2013;11.5 to 6.0)</td></tr><tr><td align="left" valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>Baseline versus 8 weeks</td><td align="left" valign="top">18 (86)</td><td align="left" valign="top"/><td align="left" valign="top">2.2 (&#x2013;8.6 to 5.2)</td><td align="left" valign="top">.15</td><td align="left" valign="top">13 (81)</td><td align="left" valign="top"/><td align="left" valign="top">0.8 (&#x2013;1.25 to 2.9)</td><td align="left" valign="top">.40</td><td align="left" valign="top"/></tr><tr><td align="left" valign="top" colspan="10">Fat, E%</td></tr><tr><td align="left" valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>Baseline</td><td align="left" valign="top">21 (100)</td><td align="left" valign="top">35.8 (4.9)</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top"/><td align="left" valign="top">16 (100)</td><td align="left" valign="top">35.7 (3.2)</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top"/><td align="left" valign="top">0.1 (2.6 to 2.8)</td></tr><tr><td align="char" char="." valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>4 weeks</td><td align="left" valign="top">20 (95)</td><td align="left" valign="top">34.9 (6.0)</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top"/><td align="left" valign="top">13 (81)</td><td align="left" valign="top">35.5 (3.3)</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top"/><td align="left" valign="top">&#x2013;0.6 (&#x2013;3.9 to 2.7)</td></tr><tr><td align="char" char="." valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>8 weeks</td><td align="left" valign="top">19 (90)</td><td align="left" valign="top">36.1 (5.9)</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top"/><td align="left" valign="top">14 (88)</td><td align="left" valign="top">36.2 (3.0)</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top"/><td align="left" valign="top">0.1 (&#x2013;3.3 to 3.1)</td></tr><tr><td align="left" valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>Baseline versus 8 weeks</td><td align="left" valign="top">18 (86)</td><td align="left" valign="top"/><td align="left" valign="top">0.5 (&#x2013;1.4 to 2.4)</td><td align="left" valign="top">.60</td><td align="left" valign="top">13 (81)</td><td align="left" valign="top"/><td align="left" valign="top">0.24 (&#x2013;1.7 to 2.1)</td><td align="left" valign="top">.79</td><td align="left" valign="top"/></tr><tr><td align="left" valign="top" colspan="10">Saturated fat, E%</td></tr><tr><td align="left" valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>Baseline</td><td align="left" valign="top">21 (100)</td><td align="left" valign="top">13.8 (2.0)</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top"/><td align="left" valign="top">16 (100)</td><td align="left" valign="top">13.3 (1.5)</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top"/><td align="left" valign="top">0.5 (&#x2013;0.7 to 1.6)</td></tr><tr><td align="char" char="." valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>4 weeks</td><td align="left" valign="top">20 (95)</td><td align="left" valign="top">12.6 (3.2)</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top"/><td align="left" valign="top">13 (81)</td><td align="left" valign="top">13.7 (1.5)</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top"/><td align="left" valign="top">&#x2013;1.2 (&#x2013;2.9 to 0.5)</td></tr><tr><td align="char" char="." valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>8 weeks</td><td align="left" valign="top">19 (90)</td><td align="left" valign="top">13.4 (4.2)</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top"/><td align="left" valign="top">14 (88)</td><td align="left" valign="top">13.4 (2.3)</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top"/><td align="left" valign="top">&#x2013;0.0 (&#x2013;2.4 to 2.3)</td></tr><tr><td align="left" valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>Baseline versus 8 weeks</td><td align="left" valign="top">18 (86)</td><td align="left" valign="top"/><td align="left" valign="top">&#x2013;0.6 (&#x2013;2.5 to 1.6)</td><td align="left" valign="top">.63</td><td align="left" valign="top">13 (81)</td><td align="left" valign="top"/><td align="left" valign="top">0.14 (&#x2013;1.2 to 1.5)</td><td align="left" valign="top">.83</td><td align="left" valign="top"/></tr><tr><td align="left" valign="top" colspan="10">Protein, E%</td></tr><tr><td align="left" valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>Baseline</td><td align="left" valign="top">21 (100)</td><td align="left" valign="top">17.3 (2.5)</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top"/><td align="left" valign="top">16 (100)</td><td align="left" valign="top">16.2 (2.1)</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top"/><td align="left" valign="top">1.1 (&#x2013;0.4 to 2.6)</td></tr><tr><td align="char" char="." valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>4 weeks</td><td align="left" valign="top">20 (95)</td><td align="left" valign="top">16.7 (3.4)</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top"/><td align="left" valign="top">13 (81)</td><td align="left" valign="top">17.5 (3.2)</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top"/><td align="left" valign="top">&#x2013;0.8 (&#x2013;3.2 to 1.5)</td></tr><tr><td align="char" char="." valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>8 weeks</td><td align="left" valign="top">19 (90)</td><td align="left" valign="top">15.9 (3.5)</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top"/><td align="left" valign="top">14 (88)</td><td align="left" valign="top">15.9 (2.0)</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top"/><td align="left" valign="top">&#x2013;0.2 (&#x2013;2.0 to 2.0)</td></tr><tr><td align="left" valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>Baseline versus 8 weeks</td><td align="left" valign="top">18 (86)</td><td align="left" valign="top"/><td align="left" valign="top">&#x2013;1.3 (&#x2013;2.7 to 0.1)</td><td align="left" valign="top">.06</td><td align="left" valign="top">13 (81)</td><td align="left" valign="top"/><td align="left" valign="top">0.14 (&#x2013;7.6 to 1.0)</td><td align="left" valign="top">.75</td><td align="left" valign="top"/></tr><tr><td align="left" valign="top" colspan="10">Fiber, g per 1000 kcal</td></tr><tr><td align="left" valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>Baseline</td><td align="left" valign="top">21 (100)</td><td align="left" valign="top">2.6 (1.0)</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top"/><td align="left" valign="top">16 (100)</td><td align="left" valign="top">2.4 (0.8)</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top"/><td align="left" valign="top">0.2 (&#x2013;0.3 to 0.8)</td></tr><tr><td align="char" char="." valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>4 weeks</td><td align="left" valign="top">20 (95)</td><td align="left" valign="top">2.6 (0.8)</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top"/><td align="left" valign="top">13 (81)</td><td align="left" valign="top">2.3 (0.6)</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top"/><td align="left" valign="top">0.3 (&#x2013;0.1 to 0.8)</td></tr><tr><td align="char" char="." valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>8 weeks</td><td align="left" valign="top">19 (90)</td><td align="left" valign="top">2.6 (1.0)</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top"/><td align="left" valign="top">14 (88)</td><td align="left" valign="top">2.4 (0.8)</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top"/><td align="left" valign="top">0.2 (0.4 to 0.9)</td></tr><tr><td align="left" valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>Baseline versus 8 weeks</td><td align="left" valign="top">18 (86)</td><td align="left" valign="top"/><td align="left" valign="top">&#x2013;0.25 (&#x2013;1.8 to 1.3)</td><td align="left" valign="top">.73</td><td align="left" valign="top">13 (81)</td><td align="left" valign="top"/><td align="left" valign="top">&#x2212;0.08 (&#x2013;1.2 to 1.0)</td><td align="left" valign="top">.87</td><td align="left" valign="top"/></tr><tr><td align="left" valign="top" colspan="10">Vitamin C, mg per 1000 kcal</td></tr><tr><td align="left" valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>Baseline</td><td align="left" valign="top">21 (100)</td><td align="left" valign="top">53.5 (15.3)</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top"/><td align="left" valign="top">16 (100)</td><td align="left" valign="top">49.1 (21.2)</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top"/><td align="left" valign="top">4.4 (&#x2013;8.4 to 17.3)</td></tr><tr><td align="char" char="." valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>4 weeks</td><td align="left" valign="top">20 (95)</td><td align="left" valign="top">68.4 (36.4)</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top"/><td align="left" valign="top">13 (81)</td><td align="left" valign="top">64.3 (24.8)</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top"/><td align="left" valign="top">4.1 (&#x2013;17.6 to 25.9)</td></tr><tr><td align="char" char="." valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>8 weeks</td><td align="left" valign="top">19 (90)</td><td align="left" valign="top">61.8 (31.9)</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top"/><td align="left" valign="top">14 (88)</td><td align="left" valign="top">63.4 (27.8)</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top"/><td align="left" valign="top">&#x2013;1.6 (&#x2013;22.9 to 19.7)</td></tr><tr><td align="left" valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>Baseline versus 8 weeks</td><td align="left" valign="top">18 (86)</td><td align="left" valign="top"/><td align="left" valign="top">8.0 (&#x2013;2.5 to 20.1)</td><td align="left" valign="top">.12</td><td align="left" valign="top">13 (81)</td><td align="left" valign="top"/><td align="left" valign="top">12.5 (4.8 to 2.0)</td><td align="left" valign="top">.003</td><td align="left" valign="top"/></tr><tr><td align="left" valign="top" colspan="10">Iron, mg/1000 kcal</td></tr><tr><td align="left" valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>Baseline</td><td align="left" valign="top">21 (100)</td><td align="left" valign="top">5.6 (1.5)</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top"/><td align="left" valign="top">16 (100)</td><td align="left" valign="top">4.9 (1.2)</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top"/><td align="left" valign="top">0.6 (&#x2013;0.3 to 1.5)</td></tr><tr><td align="char" char="." valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>4 weeks</td><td align="left" valign="top">20 (95)</td><td align="left" valign="top">5.4 (1.2)</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top"/><td align="left" valign="top">13 (81)</td><td align="left" valign="top">5.0 (1.2)</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top"/><td align="left" valign="top">0.4 (&#x2013;0.5 to 1.2)</td></tr><tr><td align="char" char="." valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>8 weeks</td><td align="left" valign="top">19 (90)</td><td align="left" valign="top">5.6 (1.5)</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top"/><td align="left" valign="top">14 (88)</td><td align="left" valign="top">5.0 (1.2)</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top"/><td align="left" valign="top">0.6 (&#x2013;0.4 to 1.5)</td></tr><tr><td align="left" valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>Baseline versus 8 weeks</td><td align="left" valign="top">18 (86)</td><td align="left" valign="top"/><td align="left" valign="top">&#x2013;0.08 (&#x2013;0.6 to 0.5)</td><td align="left" valign="top">.79</td><td align="left" valign="top">13 (81)</td><td align="left" valign="top"/><td align="left" valign="top">0.2 (9.8 to 5.2)</td><td align="left" valign="top">.16</td><td align="left" valign="top"/></tr><tr><td align="left" valign="top" colspan="10">Vitamin D, microgram per 1000 kcal</td></tr><tr><td align="left" valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>Baseline</td><td align="left" valign="top">21 (100)</td><td align="left" valign="top">4.3 (1.6)</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top"/><td align="left" valign="top">16 (100)</td><td align="left" valign="top">4.7 (1.0)</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top"/><td align="left" valign="top">&#x2013;0.4 (&#x2013;1.3 to 0.5)</td></tr><tr><td align="char" char="." valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>4 weeks</td><td align="left" valign="top">20 (95)</td><td align="left" valign="top">4.8 (1.9)</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top"/><td align="left" valign="top">13 (81)</td><td align="left" valign="top">4.6 (1.9)</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top"/><td align="left" valign="top">0.2 (&#x2013;1.2 to 1.6)</td></tr><tr><td align="char" char="." valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>8 weeks</td><td align="left" valign="top">19 (90)</td><td align="left" valign="top">4.5 (1.9)</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top"/><td align="left" valign="top">14 (88)</td><td align="left" valign="top">4.6 (1.7)</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top"/><td align="left" valign="top">&#x2013;0.1 (&#x2013;1.4 to 1.2)</td></tr><tr><td align="left" valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>Baseline versus 8 weeks</td><td align="left" valign="top">18 (86)</td><td align="left" valign="top"/><td align="left" valign="top">0.2 (&#x2013;4.5 to 0.9)</td><td align="left" valign="top">.48</td><td align="left" valign="top">13 (81)</td><td align="left" valign="top"/><td align="left" valign="top">0.07 (&#x2013;7.7 to 9.2)</td><td align="left" valign="top">.85</td><td align="left" valign="top"/></tr><tr><td align="left" valign="top" colspan="10">Kg CO<sub>2</sub>e per 1000 kcal</td></tr><tr><td align="left" valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>Baseline</td><td align="left" valign="top">21 (100)</td><td align="left" valign="top">2.3 (0.8)</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top"/><td align="left" valign="top">16 (100)</td><td align="left" valign="top">2.2 (0.6)</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top"/><td align="left" valign="top">0.1 (&#x2013;0.3 to 0.6)</td></tr><tr><td align="char" char="." valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>4 weeks</td><td align="left" valign="top">20 (95)</td><td align="left" valign="top">2.1 (0.7)</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top"/><td align="left" valign="top">13 (81)</td><td align="left" valign="top">2.4 (0.5)</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top"/><td align="left" valign="top">&#x2013;0.3 (&#x2013;0.8 to 0.1]</td></tr><tr><td align="char" char="." valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>8 weeks</td><td align="left" valign="top">19 (90)</td><td align="left" valign="top">2.1 (0.8)</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top"/><td align="left" valign="top">14 (88)</td><td align="left" valign="top">2.3 (0.5)</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top"/><td align="left" valign="top">&#x2013;0.2 (&#x2013;0.6 to 0.3)</td></tr><tr><td align="left" valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>Baseline versus 8 weeks</td><td align="left" valign="top">18 (86)</td><td align="left" valign="top"/><td align="left" valign="top">&#x2013;0.16 (&#x2013;4.3 to 0.11)</td><td align="left" valign="top">.23</td><td align="left" valign="top">13 (81)</td><td align="left" valign="top"/><td align="left" valign="top">0.15 (&#x2013;6.8 to 3.7)</td><td align="left" valign="top">.15</td><td align="left" valign="top"/></tr></tbody></table><table-wrap-foot><fn id="table3fn1"><p><sup>a</sup>Mean value for between-arm difference at baseline, week 4, and week 8.</p></fn><fn id="table3fn2"><p><sup>b</sup>Mean value for within-arm change between baseline and week 8.</p></fn></table-wrap-foot></table-wrap><fig position="float" id="figure2"><label>Figure 2.</label><caption><p>CONSORT (Consolidated Standards of Reporting Trials) flow diagram of participant recruitment and dropout for the Sustainable Office Intervention (SOFIA)&#x2013;pilot intervention study.</p></caption><graphic alt-version="no" mimetype="image" position="float" xlink:type="simple" xlink:href="formative_v10i1e82061_fig02.png"/></fig></sec><sec id="s3-2"><title>Changes in Dietary Intake Over Time</title><p>In order to estimate changes in the quality of food intake, nutrients and diet-related carbon footprint (ie, kg CO<sub>2</sub>e) were expressed per 1000 kcal per day in <xref ref-type="table" rid="table3">Table 3</xref>, and there were no statistically significant differences between the SL arm and the HL at baseline. When testing the change of daily carbon footprint between arms, a significant interaction effect was found between time and intervention arm (<italic>P</italic>=.05), suggesting that the various educational workshops in the SL and HL arms, respectively, had different impacts on carbon footprint over the 8 weeks of intervention, as illustrated in <xref ref-type="fig" rid="figure3">Figure 3</xref>. No other between-arm interactions were found for total energy or macro- and micronutrients in the energy-adjusted model (see <xref ref-type="supplementary-material" rid="app1">Multimedia Appendix 1</xref>).</p><fig position="float" id="figure3"><label>Figure 3.</label><caption><p>The interaction effect for diet-related kg CO<sub>2</sub>e per 1000 kcal per day between the 2 lifestyle arms over time.</p></caption><graphic alt-version="no" mimetype="image" position="float" xlink:type="simple" xlink:href="formative_v10i1e82061_fig03.png"/></fig><p>However, when analyzing within-arm changes over 8 weeks, the daily intake of vitamin C increased statistically significantly over time in the HL arm, with 12.5 mg per 1000 kcal (<italic>P</italic>=.003). Moreover, total energy decreased statistically significantly over time with 346 kcal per day for the HL arm (<italic>P</italic>=.01), but no other within-arm changes were found for macro- and micronutrients in the energy-adjusted model in <xref ref-type="table" rid="table3">Table 3</xref>.</p><p>In order to estimate changes for the absolute food intake, nutrients, and carbon footprint were expressed per gram or kilogram in <xref ref-type="supplementary-material" rid="app1">Multimedia Appendices 1</xref> and <xref ref-type="supplementary-material" rid="app3">3</xref>, but no between-arm interactions were found (<xref ref-type="supplementary-material" rid="app1">Multimedia Appendix 1</xref>). Analyses of within-arm absolute changes show a statistically significant decrease in the HL arm for total carbohydrate intake by 40.5 grams per day (<italic>P</italic>=.03), total fat by 13 grams per day (<italic>P</italic>=.002), saturated fat by 5 grams (<italic>P</italic>=.03), and iron by 1.7 milligrams (<italic>P</italic>=.04).</p><p>Whereas total protein intake was decreased by 17 grams for the SL arm (<italic>P</italic>=.05) and 13.7 grams per day for the HL arm (<italic>P</italic>=.02), and total fiber intake decreased by 5 grams for the SL arm (<italic>P</italic>=.05) and 6 grams per day for the HL arm (<italic>P</italic>=.04) (<xref ref-type="supplementary-material" rid="app3">Multimedia Appendix 3</xref>). Moreover, the same nonenergy adjusted model in <xref ref-type="supplementary-material" rid="app3">Multimedia Appendix 3</xref> also showed that total carbon footprint was statistically significantly decreased over time in the SL arm by 0.8 kilograms of CO<sub>2</sub>e per day (<italic>P</italic>=.001). Overall, the SL arm shows more favorable outcomes related to ecological sustainability than the HL arm with respect to total diet-related carbon footprint and a reduction in protein intake over the 8-week intervention period.</p></sec><sec id="s3-3"><title>Changes in Physical Activity Outcomes Over Time</title><p>There were no between-arm differences at baseline for the SL versus HL arm in MET hours (41.5 vs 41.4) and total sedentary time (h/day; 9.1 vs 8.9). However, the arms differed in baseline active transportation, with the SL arm reporting more minutes per week (43.9 vs 16.8) and higher frequency of active commuting (1.2 vs 0.2 times per week). Additionally, no between-arm interactions were found for the mentioned variables, indicating that educational workshops in the SL and HL arms, respectively, had no impact on physical activity and active transportation (<xref ref-type="supplementary-material" rid="app1">Multimedia Appendix 1</xref>). However, when analyzing within-arm changes over 8 weeks, sedentary time decreased statistically significantly in the SL arm (<italic>P</italic>=.03), where total sedentary time decreased by 0.4 hours per day between baseline and 8 weeks (<xref ref-type="table" rid="table4">Table 4</xref>).</p><table-wrap id="t4" position="float"><label>Table 4.</label><caption><p>Differences in daily physical activity and active transportation between arms at baseline, 4 weeks, and 8 weeks, and within-arm change between baseline assessment and Week 8.</p></caption><table id="table4" frame="hsides" rules="groups"><thead><tr><td align="left" valign="bottom">Variable</td><td align="left" valign="bottom" colspan="4">Sustainable lifestyle arm</td><td align="left" valign="bottom" colspan="4">Healthy lifestyle arm</td><td align="left" valign="bottom">Between-arm difference<sup><xref ref-type="table-fn" rid="table4fn1">a</xref></sup> (95% CI)</td></tr><tr><td align="left" valign="top"/><td align="left" valign="top">n (%)</td><td align="left" valign="top">Mean (SD)</td><td align="left" valign="top">Within-arm change<sup><xref ref-type="table-fn" rid="table4fn2">b</xref></sup> (95% CI)</td><td align="left" valign="top"><italic>P</italic> value</td><td align="left" valign="top">n (%)</td><td align="left" valign="top">Mean (SD)</td><td align="left" valign="top">Within-arm change<sup><xref ref-type="table-fn" rid="table4fn2">b</xref></sup> (95% CI)</td><td align="left" valign="top"><italic>P</italic> value</td><td align="left" valign="top"/></tr></thead><tbody><tr><td align="left" valign="top" colspan="10">Total MET<sup><xref ref-type="table-fn" rid="table4fn3">c</xref></sup> hours (24 h)</td></tr><tr><td align="left" valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>Baseline</td><td align="left" valign="top">21 (100)</td><td align="left" valign="top">41.5 (3.7)</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top">16 (100)</td><td align="left" valign="top">41.4 (4.6)</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top">0.1 (&#x2013;2.9 to 3.9)</td></tr><tr><td align="char" char="." valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>4 weeks</td><td align="left" valign="top">20 (95)</td><td align="left" valign="top">42.8 (4.5)</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top">13 (81)</td><td align="left" valign="top">41.8 (4.0)</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top">0.9 (&#x2013;2.1 to 3.9)</td></tr><tr><td align="char" char="." valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>8 weeks</td><td align="left" valign="top">19 (90)</td><td align="left" valign="top">42.8 (5.2)</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top">14 (88)</td><td align="left" valign="top">40.3 (3.5)</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top">2.5 (&#x2013;0.6 to 5.6)</td></tr><tr><td align="left" valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>Baseline versus 8 weeks</td><td align="left" valign="top">18 (86)</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top">1.1 (&#x2013;0.5 to 2.6)</td><td align="left" valign="top">.17</td><td align="left" valign="top">13 (81)</td><td align="left" valign="top">&#x2003;</td><td align="left" valign="top">&#x2013;0.4 (&#x2013;2.1 to 1.3)</td><td align="left" valign="top">.64</td><td align="left" valign="top">&#x2014;</td></tr><tr><td align="left" valign="top" colspan="10">Total sedentary time, h/d</td></tr><tr><td align="left" valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>Baseline</td><td align="left" valign="top">21 (100)</td><td align="left" valign="top">9.1 (1.2)</td><td align="left" valign="top">&#x2003;&#x2014;</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top">16 (100)</td><td align="left" valign="top">8.9 (1.8)</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top">0.1 (&#x2013;0.9 to 1.2)</td></tr><tr><td align="char" char="." valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>4 weeks</td><td align="left" valign="top">20 (95)</td><td align="left" valign="top">9.9 (1.2)</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top">13 (81)</td><td align="left" valign="top">9.1 (1.5)</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top">&#x2013;0.2 (&#x2013;1.2 to 0.8)</td></tr><tr><td align="char" char="." valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>8 weeks</td><td align="left" valign="top">19 (90)</td><td align="left" valign="top">8.5 (1.0)</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top">14 (88)</td><td align="left" valign="top">8.9 (1.6)</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top">&#x2013;0.5 (&#x2013;1.4 to 0.5)</td></tr><tr><td align="left" valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>Baseline versus 8 weeks</td><td align="left" valign="top">18 (86)</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top">&#x2013;0.4 (&#x2013;0.85 to &#x2013;0.04)</td><td align="left" valign="top">.03</td><td align="left" valign="top">13 (81)</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top">0.006 (&#x2013;0.56 to 0.57)</td><td align="left" valign="top">.97</td><td align="left" valign="top">&#x2014;</td></tr><tr><td align="left" valign="top" colspan="10">Active transportation to and from work, times per week</td></tr><tr><td align="left" valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>Baseline</td><td align="left" valign="top">21 (100)</td><td align="left" valign="top">1.2 (1.8)</td><td align="left" valign="top">&#x2003;&#x2014;</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top">16 (100)</td><td align="left" valign="top">0.2 (0.8)</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top">&#x2003;&#x2014;</td><td align="left" valign="top">1.0 (0.1 to 1.9)</td></tr><tr><td align="char" char="." valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>4 weeks</td><td align="left" valign="top">20 (95)</td><td align="left" valign="top">1.5 (2.0)</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top">13 (81)</td><td align="left" valign="top">0.1 (0.3)</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top">1.4 (0.5 to 2.4)</td></tr><tr><td align="char" char="." valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>8 weeks</td><td align="left" valign="top">19 (90)</td><td align="left" valign="top">1.5 (2.1)</td><td align="left" valign="top">&#x2003;&#x2014;</td><td align="left" valign="top">&#x2003;&#x2014;</td><td align="left" valign="top">14 (88)</td><td align="left" valign="top">0.2 (0.8)</td><td align="left" valign="top">&#x2003;&#x2014;</td><td align="left" valign="top">&#x2003;&#x2014;</td><td align="left" valign="top">1.3 (0.2 to 2.5)</td></tr><tr><td align="left" valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>Baseline versus 8 weeks</td><td align="left" valign="top">18 (86)</td><td align="left" valign="top">&#x2003;&#x2014;</td><td align="left" valign="top">0.1 (&#x2013;0.22 to 0.44)</td><td align="left" valign="top">.49</td><td align="left" valign="top">13 (81)</td><td align="left" valign="top"/><td align="left" valign="top">&#x2013;0.1 (&#x2013;0.2 to 0.08)</td><td align="left" valign="top">.33</td><td align="left" valign="top">&#x2003;&#x2014;</td></tr><tr><td align="left" valign="top" colspan="10">Active transportation to and from work, min per week</td></tr><tr><td align="left" valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>Baseline</td><td align="left" valign="top">21 (100)</td><td align="left" valign="top">43.9 (85.8)</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top">16 (100)</td><td align="left" valign="top">16.8 (57.0)</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top">27.1 (&#x2013;21.3 to 75.5)</td></tr><tr><td align="char" char="." valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>4 weeks</td><td align="left" valign="top">20 (95)</td><td align="left" valign="top">47.3 (94.3)</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top">13 (81)</td><td align="left" valign="top">1.1 (4.0)</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top">46.2 (0.74 to 91.7)</td></tr><tr><td align="char" char="." valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>8 weeks</td><td align="left" valign="top">19 (90)</td><td align="left" valign="top">52.7 (107.3)</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top">14 (88)</td><td align="left" valign="top">14.8 (57.3)</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top">37.9 (&#x2013;22.2 to 98.0)</td></tr><tr><td align="left" valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>Baseline versus 8 weeks</td><td align="left" valign="top">18 (86)</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top">1.5 (&#x2013;18.9 to 21.9)</td><td align="left" valign="top">.87</td><td align="left" valign="top">13 (81)</td><td align="left" valign="top">&#x2003;</td><td align="left" valign="top">&#x2013;2.1 (&#x2013;5.3 to 1.0)</td><td align="left" valign="top">.16</td><td align="left" valign="top">&#x2014;</td></tr></tbody></table><table-wrap-foot><fn id="table4fn1"><p><sup>a</sup>Mean value for between-arm difference<sup>.</sup></p></fn><fn id="table4fn2"><p><sup>b</sup>Mean values for between-arm change at baseline and week 8.</p></fn><fn id="table4fn3"><p><sup>c</sup>MET: metabolic equivalent task.</p></fn></table-wrap-foot></table-wrap></sec><sec id="s3-4"><title>Diet-Related Goals Set by the Participants</title><sec id="s3-4-1"><title>Overview</title><p>Dietary goals were explored to evaluate potential differences introduced by the different educational approaches in the sustainable arm and the healthy lifestyle arm, and participants&#x2019; goals showed a clear alignment with their assigned intervention arm. Some goals overlapped across groups, including goals to consume 500 grams of fruits and vegetables per day and to limit red-meat intake to 500 grams per week. However, participants in the SL arm more often identified goals related to choosing organic foods and increasing the number of vegetarian meals. The following section describes differences and similarities in the individual diet-related goals formulated during workshop 2.</p></sec><sec id="s3-4-2"><title>Sustainable Diet Goals</title><p>Participants in the SL arm formulated 22 different goals, and these were later categorized by the research team into 5 main categories (<xref ref-type="supplementary-material" rid="app4">Multimedia Appendix 4</xref>). The first category, increasing intake of nutritionally dense foods, is described by the following quote, &#x201C;Prioritize nutritionally dense foods and avoid foods with low nutritional value, for example, candy&#x201D; (SL09), and includes reducing sugar consumption and opting for healthier alternatives, particularly during evenings and weekends. The second category, increasing vegetarian meals, focused on increasing vegetarian meals in the participants&#x2019; weekly diet, as one participant wrote, &#x201C;Eat vegetarian meals at least three times per week&#x201D; (SL14)<italic>,</italic> where the target number of vegetarian meals ranged from 2 to 3 per week for other participants. Goals in the third category, increasing fruits and vegetables, ranged from specific targets like, &#x201C;Eat 500 grams of fruits and vegetables per day&#x201D; (SL17), to more general aims of incorporating fruits and vegetables into every meal and snacks between meals. The fourth category was to increase intake of organically produced foods and revolved around KRAV, and focusing on locally produced items, as described by one participant, &#x201C;buy[ing] organic foods and products marked KRAV, specifically fruits and vegetables&#x201D; (SL02). The fifth category, to decrease the intake of red meat, was simply described as &#x201C;Reduce my intake of red meat to the recommended 500 grams per week, and only eat processed meat once per week&#x201D; (SL10) as well as incorporating more fish and poultry.</p></sec><sec id="s3-4-3"><title>Healthy Diet Goals</title><p>In total, participants in the HL arm formulated 18 different diet-related goals, and these were later categorized by the research team into 4 main categories (<xref ref-type="supplementary-material" rid="app4">Multimedia Appendix 4</xref>). The first category, according to the plate model<bold>,</bold> was described by one participant as &#x201C;Eat[ing] according to the plate model at lunch and dinner&#x201D; (HL10) and referred to the model by the Swedish Food Agency to ensure a balanced meal of vegetables, protein, and carbohydrates. The second category, to decrease the intake of red meat to 500 grams per week, involved different goal strategies to lower the intake of red meat, opting for fish and vegetarian options and limiting red meat to 2-3 meals weekly, as stated by one participant.</p><disp-quote><p>Eat less than 500 grams of red meat per week, through removing meat during the lunch and reduce the intake of red meat during other meals, such as dinner.</p><attrib>HL12</attrib></disp-quote><p>The third category by the HL arm was increasing the intake of nutritionally dense foods and describing goals to increase the intake of nutritionally dense foods, including limiting soda intake and prioritizing fruits and vegetables, described as</p><disp-quote><p>eat more nutritionally dense fruits and vegetables, moreover, to avoid carbs such as pasta and rice and eat more whole-grain products.</p><attrib>HL22</attrib></disp-quote><p>The fourth and final category was 500 grams of fruits and vegetables per day and often involved specific targets with a focus on increasing vegetable and fruit intake between main meals, such as the quote</p><disp-quote><p>500 grams of fruits and vegetables per day, two fruits per day, and always salad and vegetables on the plate and more vegetables at dinners.</p><attrib>HL23</attrib></disp-quote></sec></sec><sec id="s3-5"><title>Goal Fulfillment and Perceived Social Support</title><p>The individual diet-related goals described above were followed up at workshops 4 and 6, and in general, the self-rated goal fulfillment was high, that is, close to 7, on a scale from 1 to 10; see <xref ref-type="table" rid="table5">Table 5</xref>. Moreover, the participants perceived support for behavioral change toward a more sustainable or healthy diet, respectively, at workshops 4 and 6, which was rated high, that is, 6.7 or above on a scale from 1 to 10, for the facilitating researcher team, colleagues, family members, and managers, with no differences in ratings between the SL and HL arms.</p><table-wrap id="t5" position="float"><label>Table 5.</label><caption><p>Self-rated goal fulfillment and perceived social support for behavior change from family, colleagues, manager, and facilitating researcher team members rated on a 0&#x2010;10 scale at workshops 4 and 6.</p></caption><table id="table5" frame="hsides" rules="groups"><thead><tr><td align="left" valign="bottom">Variable</td><td align="left" valign="bottom">Sustainable lifestyle arm,<break/>mean (SD)</td><td align="left" valign="bottom">Healthy lifestyle arm,<break/>mean (SD)</td><td align="left" valign="bottom"><italic>P</italic> value<sup><xref ref-type="table-fn" rid="table5fn1">a</xref></sup></td></tr></thead><tbody><tr><td align="left" valign="top">Workshop 4</td><td align="left" valign="top">&#x2003;</td><td align="left" valign="top">&#x2003;</td><td align="left" valign="top">&#x2003;</td></tr><tr><td align="left" valign="top">&#x2003;Goal fulfillment</td><td align="left" valign="top">7.0 (1.8)</td><td align="left" valign="top">7.2 (1.2)</td><td align="left" valign="top">.81</td></tr><tr><td align="left" valign="top">&#x2003;Family support</td><td align="left" valign="top">8.3 (1.8)</td><td align="left" valign="top">7.4 (2.7)</td><td align="left" valign="top">.26</td></tr><tr><td align="left" valign="top">&#x2003;Collegial support</td><td align="left" valign="top">7.0 (3.3)</td><td align="left" valign="top">8.0 (3.0)</td><td align="left" valign="top">.29</td></tr><tr><td align="left" valign="top">&#x2003;Manager support</td><td align="left" valign="top">6.7 (3.6)</td><td align="left" valign="top">7.2 (3.0)</td><td align="left" valign="top">.68</td></tr><tr><td align="left" valign="top">&#x2003;Research team support</td><td align="left" valign="top">8.2 (2.8)</td><td align="left" valign="top">8.4 (1.6)</td><td align="left" valign="top">.77</td></tr><tr><td align="left" valign="top">Workshop 6</td><td align="left" valign="top">&#x2003;</td><td align="left" valign="top">&#x2003;</td><td align="left" valign="top">&#x2003;</td></tr><tr><td align="left" valign="top">&#x2003;Goal fulfillment</td><td align="left" valign="top">7.1 (2.0)</td><td align="left" valign="top">6.4 (1.6)</td><td align="left" valign="top">.32</td></tr><tr><td align="left" valign="top">&#x2003;Family support</td><td align="left" valign="top">7.9 (2.0)</td><td align="left" valign="top">7.4 (2.0)</td><td align="left" valign="top">.56</td></tr><tr><td align="left" valign="top">&#x2003;Collegial support</td><td align="left" valign="top">7.7 (2.4)</td><td align="left" valign="top">8.4 (2.5)</td><td align="left" valign="top">.47</td></tr><tr><td align="left" valign="top">&#x2003;Manager support</td><td align="left" valign="top">7.0 (2.9)</td><td align="left" valign="top">7.5 (2.8)</td><td align="left" valign="top">.67</td></tr><tr><td align="left" valign="top">&#x2003;Research team support</td><td align="left" valign="top">9.3 (1.4)</td><td align="left" valign="top">8.5 (1.6)</td><td align="left" valign="top">.24</td></tr></tbody></table><table-wrap-foot><fn id="table5fn1"><p><sup>a</sup><italic>P </italic>values obtained by Student <italic>t</italic> test.</p></fn></table-wrap-foot></table-wrap></sec><sec id="s3-6"><title>Barriers and Facilitators for Behavior Change</title><p>Participants in the SL and HL arms identified and formulated perceived barriers and facilitators for behavior change during workshop 4, and these were analyzed by the research team. Despite differences in goal settings (sustainable vs healthy lifestyle), there was considerable overlap, and therefore, all barriers and facilitators merged. In total, 2 themes, 13 categories, and 29 codes were identified, as shown in <xref ref-type="table" rid="table6">Table 6</xref>. In addition, each category was linked to a specific COM-B mechanism and illustrated by a quote from one of the participants. The first theme, &#x201C;Barriers to adopt a sustainable or healthy lifestyle&#x201D; included 8 categories. In brief, high prices of fruits, vegetables, and organic products, worsened by inflation, were a common barrier. Restaurant visits and takeaway food presented challenges due to the lack of transparency in ingredient sourcing and the presence of unhealthy options. Lack of time and planning, influenced by family dynamics and social events, were further complicated by holidays and associated gatherings. Moreover, personal barriers such as difficulty breaking old habits, lack of motivation, and insufficient culinary skills made it challenging for participants to adopt and maintain a sustainable or healthy lifestyle.</p><table-wrap id="t6" position="float"><label>Table 6.</label><caption><p>Overview of themes, categories, codes, capability, opportunity, and motivation to support behavior change (COM-B) mechanisms and descriptive quotations for behavior change reported by the participants.</p></caption><table id="table6" frame="hsides" rules="groups"><thead><tr><td align="left" valign="top">Categories</td><td align="left" valign="top">Codes</td><td align="left" valign="top">COM-B<sup><xref ref-type="table-fn" rid="table6fn1">a</xref></sup> mechanisms</td><td align="left" valign="top">Descriptive quotation</td></tr></thead><tbody><tr><td align="left" valign="top" colspan="4">Theme 1: barriers to adopt a sustainable or healthy lifestyle</td></tr><tr><td align="left" valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>The price on fruits and vegetables and organic products</td><td align="left" valign="top"><list list-type="bullet"><list-item><p>Price</p></list-item></list></td><td align="left" valign="top"><list list-type="bullet"><list-item><p>Physical opportunities</p></list-item></list></td><td align="left" valign="top"><list list-type="bullet"><list-item><p>&#x201C;The price of organically produced products&#x201D; (SL01).</p></list-item><list-item><p>&#x201C;The price of fruit and vegetables&#x201D; (SL17).</p></list-item></list></td></tr><tr><td align="left" valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>Restaurant visits and takeaway food</td><td align="left" valign="top"><list list-type="bullet"><list-item><p>Takeaway</p></list-item><list-item><p>Restaurant</p></list-item><list-item><p>Eating out</p></list-item></list></td><td align="left" valign="top"><list list-type="bullet"><list-item><p>Physical opportunities</p></list-item><list-item><p>Reflective motivation</p></list-item><list-item><p>Automatic motivation</p></list-item></list></td><td align="left" valign="top"><list list-type="bullet"><list-item><p>&#x201C;When you order takeaway food or eating out you do not always know if the ingredients are organically produced&#x201D; (SL09).</p></list-item></list></td></tr><tr><td align="left" valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>Lack of time and planning</td><td align="left" valign="top"><list list-type="bullet"><list-item><p>Lack of time</p></list-item><list-item><p>Planning</p></list-item><list-item><p>Time pressure</p></list-item></list></td><td align="left" valign="top"><list list-type="bullet"><list-item><p>Physical opportunities</p></list-item><list-item><p>Psychological capability</p></list-item><list-item><p>Reflective motivation</p></list-item></list></td><td align="left" valign="top"><list list-type="bullet"><list-item><p>&#x201C;To some degree, the planning of meals, because of toddlers who don&#x2019;t eat vegetables, it becomes time-consuming and cumbersome to prepare two dishes&#x201D; (HL21)</p></list-item></list></td></tr><tr><td align="left" valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>Family support and influence</td><td align="left" valign="top"><list list-type="bullet"><list-item><p>Children</p></list-item><list-item><p>Family</p></list-item></list></td><td align="left" valign="top"><list list-type="bullet"><list-item><p>Social opportunities</p></list-item><list-item><p>Reflective motivation</p></list-item></list></td><td align="left" valign="top"><list list-type="bullet"><list-item><p>&#x201C;I take care of the grocery shopping, but I need to consider family members who do not eat the same&#x201D; (SL09)</p></list-item><list-item><p>&#x201C;I have the responsibility for cooking for the whole family and working long days&#x201D; (HL23)</p></list-item></list></td></tr><tr><td align="left" valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>Holidays such as Christmas and Easter times</td><td align="left" valign="top"><list list-type="bullet"><list-item><p>Holidays</p></list-item></list></td><td align="left" valign="top"><list list-type="bullet"><list-item><p>Social opportunities</p></list-item><list-item><p>Reflective motivation</p></list-item><list-item><p>Physical opportunities</p></list-item><list-item><p>Automatic motivation</p></list-item></list></td><td align="left" valign="top"><list list-type="bullet"><list-item><p>&#x201C;Holiday times and the Easter weekend bring more food and beverages&#x201D; (SL04).</p></list-item></list></td></tr><tr><td align="left" valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>It is hard to break habits</td><td align="left" valign="top"><list list-type="bullet"><list-item><p>Old habits</p></list-item></list></td><td align="left" valign="top"><list list-type="bullet"><list-item><p>Reflective motivation</p></list-item><list-item><p>Automatic motivation</p></list-item></list></td><td align="left" valign="top"><list list-type="bullet"><list-item><p>&#x201C;It is hard to break old habits, and I lack innovative thinking regarding meals&#x201D; (SL05)</p></list-item></list></td></tr><tr><td align="left" valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>Lack of motivation and discipline</td><td align="left" valign="top"><list list-type="bullet"><list-item><p>Motivation</p></list-item><list-item><p>Laziness</p></list-item><list-item><p>Forgetfulness</p></list-item><list-item><p>Discipline</p></list-item></list></td><td align="left" valign="top"><list list-type="bullet"><list-item><p>Psychological capability</p></list-item><list-item><p>Reflective motivation</p></list-item></list></td><td align="left" valign="top"><list list-type="bullet"><list-item><p>&#x201C;My own will, motivation and discipline are what prevent me..&#x201D; (HL21)</p></list-item></list></td></tr><tr><td align="left" valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>Lack of culinary skills</td><td align="left" valign="top"><list list-type="bullet"><list-item><p>Not skilled</p></list-item></list></td><td align="left" valign="top"><list list-type="bullet"><list-item><p>Physical capability</p></list-item><list-item><p>Psychological capability</p></list-item></list></td><td align="left" valign="top"><list list-type="bullet"><list-item><p>&#x201C;My biggest obstacle is that I&#x2019;m not skilled enough at cooking vegetarian food&#x201D; (HL15)</p></list-item></list></td></tr><tr><td align="left" valign="top" colspan="4">Theme 2: facilitators to adopt a sustainable or healthy lifestyle</td></tr><tr><td align="left" valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>Access to lunch restaurants and fruit at work</td><td align="left" valign="top"><list list-type="bullet"><list-item><p>Restaurant at work</p></list-item><list-item><p>Fruit baskets</p></list-item></list></td><td align="left" valign="top"><list list-type="bullet"><list-item><p>Physical opportunities</p></list-item></list></td><td align="left" valign="top"><list list-type="bullet"><list-item><p>&#x201C;The lunch restaurant at work facilitates healthy diet through the salad bar; moreover, access to fruit at work&#x201D; (HL23)</p></list-item></list></td></tr><tr><td align="left" valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>Planning and preparations</td><td align="left" valign="top"><list list-type="bullet"><list-item><p>Prepare</p></list-item><list-item><p>Planning</p></list-item></list></td><td align="left" valign="top"><list list-type="bullet"><list-item><p>Reflective motivation</p></list-item><list-item><p>Psychological capability</p></list-item><list-item><p>Physical opportunities</p></list-item></list></td><td align="left" valign="top"><list list-type="bullet"><list-item><p>&#x201C;Preparing salad for the lunch box for work makes it easier&#x201D; (SL18)</p></list-item></list></td></tr><tr><td align="left" valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>Access to fruit and vegetables at home</td><td align="left" valign="top"><list list-type="bullet"><list-item><p>At home</p></list-item><list-item><p>Frozen vegetables</p></list-item><list-item><p>Fruits I like</p></list-item></list></td><td align="left" valign="top"><list list-type="bullet"><list-item><p>Physical opportunities</p></list-item><list-item><p>Psychological capability</p></list-item><list-item><p>Reflective motivation</p></list-item></list></td><td align="left" valign="top"><list list-type="bullet"><list-item><p>&#x201C;Grocery shopping for the whole week, particularly frozen vegetables&#x201D; (HL13)</p></list-item></list></td></tr><tr><td align="left" valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>Knowledge of a healthy and sustainable lifestyle</td><td align="left" valign="top"><list list-type="bullet"><list-item><p>Knowledge</p></list-item></list></td><td align="left" valign="top"><list list-type="bullet"><list-item><p>Psychological capability</p></list-item></list></td><td align="left" valign="top"><list list-type="bullet"><list-item><p>&#x201C;Increased knowledge of what is healthy food and how it affects the environment&#x201D; (SL02)</p></list-item></list></td></tr><tr><td align="left" valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>Healthy lifestyle habits</td><td align="left" valign="top"><list list-type="bullet"><list-item><p>Exercise</p></list-item><list-item><p>Goals</p></list-item><list-item><p>Weight</p></list-item></list></td><td align="left" valign="top"><list list-type="bullet"><list-item><p>Physical opportunities</p></list-item><list-item><p>Reflective motivation</p></list-item></list></td><td align="left" valign="top"><list list-type="bullet"><list-item><p>&#x201C;I have started exercising more, which helps me eat healthier and drink less wine&#x201D; (HL22)</p></list-item></list></td></tr></tbody></table><table-wrap-foot><fn id="table6fn1"><p><sup>a</sup>COM-B: capability, opportunity, and motivation to support behavior change.</p></fn></table-wrap-foot></table-wrap><p>The second theme, &#x201C;Facilitators to adopt a sustainable or healthy lifestyle&#x201D; included 5 categories describing facilitators to adopt sustainable or healthy lifestyle habits. In brief, access to healthy options at work, such as salad bars and fruit, made it easier to maintain a healthy diet. Planning and preparation were essential, with participants describing routines like meal planning, grocery shopping for the whole week, and prepping food in advance as perceived facilitators. Moreover, increased knowledge about healthy food and its environmental impact was another important facilitator where the increased understanding of components of a healthy and sustainable diet empowered individuals to make informed food choices. Additionally, creating healthy lifestyle habits, such as exercising more and managing weight and high blood pressure, also supported progress toward personal dietary goals.</p></sec></sec><sec id="s4" sec-type="discussion"><title>Discussion</title><sec id="s4-1"><title>Principal Findings</title><p>In this study of 37 generally healthy and normal-weight office workers, cluster-randomized to either a sustainable lifestyle or a healthy lifestyle arm, we found a statistically significant interaction for daily diet-related kg CO<sub>2</sub>e per 1000 kcal from food, indicating that the sustainability education influenced health behaviors differently than the health education over the 8-week period.</p><p>Moreover, the total diet-related CO<sub>2</sub>e decreased by 0.8 and 0.4 kg CO<sub>2</sub>e per day in the SL and HL arms, respectively, corresponding to a potential reduction of 292 and 146 kg CO<sub>2</sub>e per person per year. Given that red meat production generates a high carbon footprint whereas plant-based foods generate a low amount, and that high intake of red meat is associated with an increased risk of noncommunicable diseases like obesity, cardiovascular diseases, type 2 diabetes, and certain types of cancer [<xref ref-type="bibr" rid="ref7">7</xref>-<xref ref-type="bibr" rid="ref9">9</xref>,<xref ref-type="bibr" rid="ref53">53</xref>,<xref ref-type="bibr" rid="ref54">54</xref>], the present approach, which aims to promote both human and planetary health, is worth exploring further. Moreover, considering the office as an arena for promoting a sustainable lifestyle has the potential to reach a large portion of the population.</p><p>The reduction of CO<sub>2</sub>e may be the result of the lower intake of energy by 223 and 346 kcal per day for the SL and HL arms, respectively. This is the result of lower intake of total carbohydrate, fat, and, in particular, protein intake between baseline and week 8. However, at the same time, vitamin C increased when expressed as mg per 1000 kcal, indicating that the nutrient density increased, a marker for improved dietary quality and consumption of fruits and vegetables. The energy restriction was not part of the educational workshops and therefore unexpected, but it indicates that the intervention tools and functions were feasible in a society characterized by an unhealthy food environment and overwhelming amounts of foods available consistently. Moreover, a reduction of sedentary time by 0.4 hours per day, corresponding to 2.8 hours per week, was observed in the SL arm. Together, these findings possibly indicate that sustainable and healthy lifestyle practices can both support healthier behaviors in office workers, and be of great relevance, as this population is known to be sedentary at work [<xref ref-type="bibr" rid="ref55">55</xref>]. This reduction in sedentary time may be partly explained by contextual factors identified in the Our Voice data. Participants in the sustainable lifestyle arm noted barriers to everyday movement, such as limited access to stairwells, and showed stronger motivation to create opportunities for light physical activity during the workday. Between the 2 iterations in data collection, that is, the fall of 2022 and spring of 2023, Office B introduced the option of booking walk-and-talk meetings directly in the digital calendar system. This organizational change likely supported active meetings in line with the message in the sustainable lifestyle to break up prolonged sitting time. Together, these environmental and organizational factors may have contributed to the observed decrease in sedentary time in the sustainable lifestyle arm. However, no changes were found in the time or frequency of active travel, even though the sustainable lifestyle arm took more photos of these elements and initiated a bike-sharing program; see Ullberg et al [<xref ref-type="bibr" rid="ref36">36</xref>].</p><p>This workplace-based educational intervention was grounded in theoretical frameworks targeting dietary and physical activity behaviors [<xref ref-type="bibr" rid="ref34">34</xref>]. Given that a substantial portion of the adult population spends considerable time at work daily, office-based interventions allow many individuals to participate simultaneously [<xref ref-type="bibr" rid="ref17">17</xref>,<xref ref-type="bibr" rid="ref56">56</xref>]. From the employees&#x2019; perspective, these interventions are convenient, easily accessible, and foster interaction and mutual support for behavior change efforts [<xref ref-type="bibr" rid="ref57">57</xref>]. By targeting capabilities, opportunities, and motivation based on the Behavioral Change Wheel and COM-B [<xref ref-type="bibr" rid="ref58">58</xref>], we enhance the intervention&#x2019;s effectiveness in the office context. Moreover, implementing the COM-B mechanisms in combination with the socioecological model increases the understanding of behaviors in relation to the workplace environment [<xref ref-type="bibr" rid="ref31">31</xref>,<xref ref-type="bibr" rid="ref32">32</xref>].</p><p>The goals set by participants at the beginning of the intervention aligned well with each intervention arm. Although there was some overlap, such as the goal of consuming 500 grams of fruits and vegetables per day and 500 grams of red meat per week, the SL arm included more goals related to organic foods and increasing the number of vegetarian meals per week, as compared to the HL arm. Despite these differences, the barriers and facilitators described were quite similar, likely due to the inherent complexity of changing one&#x2019;s diet, whether the change is for health or sustainability reasons [<xref ref-type="bibr" rid="ref59">59</xref>,<xref ref-type="bibr" rid="ref60">60</xref>].</p><p>Both arms had approximately an 80% attendance rate at the educational workshops, and participants reported overall strong social support from colleagues, researchers, and managers. In addition, the goals formulated within each arm aligned well with the content of the corresponding educational workshops. Taken together, these findings indicate that key components were implemented as intended within this pilot. However, the intervention is time-consuming and places a burden on the company&#x2019;s already overbooked conference rooms and participants&#x2019; schedules, making it hard to be compatible with the existing system and to allocate enough infrastructure support. Therefore, future iterations of the SOFIA study may incorporate digital education sessions, use interactive online course modules, and involve the human resources department to a greater extent. Additionally, the study participants identified potential barriers and facilitators to healthy and sustainable lifestyles outside or beyond the context of the workplace, such as planning, motivation, takeaway food, and the complexities of family dinners. These factors should be highlighted in future interventions in connection to COM-B mechanisms, such as social and physical opportunities, automatic and reflective motivation, and psychological capabilities to further support behavioral change based on the Behavioral Change Wheel [<xref ref-type="bibr" rid="ref58">58</xref>].</p></sec><sec id="s4-2"><title>Limitations</title><p>This is a pilot study with a small sample size with limited statistical power to detect the intervention&#x2019;s effects on nutritional and physical activity variables and may be subjected to random bias. However, we did find an intervention effect for daily diet-related kg CO<sub>2</sub>e per 1000 kcal and a reduction in sedentary time in the SL arm, indicating that a future scaling of the present study is reasonable. However, the small sample size of predominantly women indicates that a more effective recruitment strategy is necessary for a full-scale trial. The use of a validated food and physical activity questionnaire (Meal-Q and Active-Q) to assess dietary intake, carbon footprint, and physical activity was a strength [<xref ref-type="bibr" rid="ref44">44</xref>,<xref ref-type="bibr" rid="ref49">49</xref>], but self-reported data may still introduce social desirability and recall bias, resulting in potential over- or underestimation of the true dietary intake and level of physical activity. To overcome these issues, CO<sub>2</sub>e and nutrients were expressed per 1000 kcal and MET-hours adjusted to per 24 hours to highlight the quality and not only the absolute quantity.</p><p>The use of cluster randomization offered several strengths and limitations. By targeting geographically separated groups, the intervention minimizes cross-group influence. However, this method has drawbacks, as individuals within a cluster often resemble each other more than those in different clusters, requiring a larger sample size to account for the lack of variation as well as imbalances between groups. Despite these challenges, the SOFIA study design takes advantage of social influence within groups, as colleagues can support each other, potentially enhancing the intervention&#x2019;s effects. Also, the upscaled version of the SOFIA study should incorporate intracluster correlation coefficients to provide a more accurate assessment by allowing for appropriate adjustments in the statistical models.</p><p>This study has been retrospectively registered as a full-scale clinical trial on ClinicalTrials.gov (ID no. NCT06698094) and reports data according to the CONSORT checklist (<xref ref-type="supplementary-material" rid="app5">Checklist 1</xref>). By registering and publishing a study protocol and additional findings from the SOFIA pilot phase [<xref ref-type="bibr" rid="ref36">36</xref>], we have maintained transparency about our hypotheses and planned outcomes, which guides and strengthens the development of the SOFIA study [<xref ref-type="bibr" rid="ref34">34</xref>]. Moreover, it addresses issues such as p-hacking and selective reporting of variables [<xref ref-type="bibr" rid="ref61">61</xref>].</p></sec><sec id="s4-3"><title>Comparison With Prior Work</title><p>A previous Swedish study using Meal-Q, including 5364 well-educated adults aged 18&#x2010;45 years, showed that the carbon footprint from their food consumption was, on average, 4.7 kg CO<sub>2</sub>e per person per day, which corresponds to 1.7 tons of CO<sub>2</sub>e per person and per year [<xref ref-type="bibr" rid="ref62">62</xref>]. At the end of the present intervention, the SL arm had a mean CO<sub>2</sub>e per person and day of 3.0 kg, corresponding to 1 ton per year, while the HL arm had a mean CO<sub>2</sub>e per person and per day of 3.6 kg, corresponding to 1.3 tons of CO<sub>2</sub>e per person per year, in line with lacto-ovo-vegetarian and pescetarian diets in other studies [<xref ref-type="bibr" rid="ref63">63</xref>]. This suggests that relative minor dietary changes can result in CO<sub>2</sub>e emissions from food close to 1 ton per person per year, a target number set by the Swedish Environmental Protection Agency back in 2015 [<xref ref-type="bibr" rid="ref64">64</xref>].</p><p>However, this study is one of the few that have investigated CO<sub>2</sub>e emissions from food as the primary outcome in an intervention study and the only workplace-based intervention known to the authors. A recent randomized controlled trial in Sweden assessed the effects of an app-based educational intervention on the dietary intake of individuals with type 2 diabetes. The 12-week intervention provided participants with recommendations from the Swedish Food Agency, hypothesizing that healthier food choices would also reduce CO<sub>2</sub>e emissions per person per day. However, the ad hoc analyses showed no difference in CO<sub>2</sub>e emissions between the intervention and control groups [<xref ref-type="bibr" rid="ref65">65</xref>], and this may be explained by the lack of information about diet-related carbon footprint during the intervention.</p><p>A 2-armed multicomponent behavioral randomized controlled trial in the United Kingdom used meat substitutes, information, and social support among adults and resulted in statistically significant reductions in CO<sub>2</sub>e after 8 weeks. The intervention group reported emissions of 31.7 kg per week (4.5 kg/d), compared to 40.3 kg/wk (5.7 kg/d) in the control group at the end of the intervention [<xref ref-type="bibr" rid="ref66">66</xref>]. Moreover, in a pilot study from the United States, seminars in academic campus courses were used to explore food systems and environmental sustainability. Students in the intervention group lowered their daily dietary carbon footprint by an estimated 0.5 kg CO<sub>2</sub>e per 2000 kcal per day [<xref ref-type="bibr" rid="ref67">67</xref>]. Another study compared a sustainable education cluster with those in a control cluster, and at the 6-month follow-up, the dietary footprints for students in the sustainable education cluster were 4.15 kg CO<sub>2</sub>e per day for female students and 5.72 kg CO<sub>2</sub>e per day for male students, compared to 4.94 kg CO<sub>2</sub>e per day for females and 6.95 kg CO<sub>2</sub>e per day for males in the control cluster [<xref ref-type="bibr" rid="ref68">68</xref>].</p><p>Comparisons with previous work conclude that interventions should specifically target sustainable lifestyle aspects, such as reducing meat intake through substitutes or increased plant-based foods, compared to general health recommendations when aiming at reducing carbon footprint from food. Interventions should also include social support, goal-setting, self-monitoring, action planning, prompts and cues, recipes, culinary skill tips, and education focused on the environmental impact of food production. Compared to the present study, participants in previous studies have generally higher levels of diet-related CO<sub>2</sub>e per day at the end of each intervention, levels that were closer to those of our participants&#x2019; levels at baseline. This could be due to the use of a different LCA calculation and allocation, making it challenging to quantify and compare reduction in CO<sub>2</sub>e, or it may reflect that our study population had different food habits due to high health literacy since they were well educated, had normal BMI, were nonsmokers, and were physically active, potentially resulting in lower meat consumption at baseline. However, protein intake, particularly meat consumption, is high in a typical Western diet [<xref ref-type="bibr" rid="ref69">69</xref>] and substantially contributes to diet-related CO<sub>2</sub>e. Therefore, our findings are likely generalizable to office workers in countries where a Western diet is common.</p></sec><sec id="s4-4"><title>Conclusions</title><p>This study suggests that healthy lifestyle recommendations embedded in sustainable development can reduce participants&#x2019; food-related CO<sub>2</sub>e in a workplace context. Additionally, the present study indicates that adopting a sustainable lifestyle has a small but significant effect on the intake of key nutrients such as vitamin C, and reduction of total sitting time, indicating that a sustainable lifestyle is a healthy lifestyle. Moreover, the goals set by participants aligned well with the content of the corresponding educational workshops, and the workshop attendance rate was high (80%), indicating good feasibility of study procedures. Given the complex global challenges of climate change, environmental degradation, and the epidemic of metabolic diseases, future intervention studies about healthy behavior should therefore be integrated with sustainable development.</p></sec></sec></body><back><ack><p>We wish to acknowledge Abby C King, PhD, at Stanford University and Johanna Fritz, PhD, at M&#x00E4;lardalen University for their valuable support and input to the study, the contact persons at each office and the participants in the SOFIA study for their time and effort.</p><p>Declaration of AI-assisted technologies:</p><p>The authors declare the use of generative AI in the research and writing process. According to the GAIDeT taxonomy (2025), the following tasks were delegated to GAI tools under full human supervision:</p><p>- Proofreading and editing</p><p>- Adapting and adjusting emotional tone</p><p>- Translation</p><p>The GAI tool used was: Microsoft 365 Copilot.</p><p>Responsibility for the final manuscript lies entirely with the authors. GAI tools are not listed as authors and do not bear responsibility for the final outcomes. Declaration submitted by: Oskar Halling Ullberg</p><p>Additional note: In preparing this work, the authors utilized Microsoft Copilot through a university&#x2011;licensed version to support language refinement. The authors have carefully reviewed and revised all content as needed and take full responsibility for the final version of the article.</p></ack><notes><sec><title>Funding</title><p>This research was funded by The Knowledge Foundation, grant number: 20200068.</p></sec><sec><title>Data Availability</title><p>The processed datasets generated or analyzed during this study are available from the corresponding author on reasonable request.</p></sec></notes><fn-group><fn fn-type="con"><p>OHU and KB were responsible for the conceptualization and methodology of the study. KB coordinated project administration, funding acquisition, and data curation. OHU conducted the formal data analysis together with AT and KB. OHU drafted the original version of the manuscript and was responsible for visualization. KB and AT reviewed and edited the manuscript and provided supervision. All authors have read and approved the final manuscript.</p></fn><fn fn-type="conflict"><p>None declared.</p></fn></fn-group><glossary><title>Abbreviations</title><def-list><def-item><term id="abb1">CO<sub>2</sub>e</term><def><p>carbon dioxide equivalent</p></def></def-item><def-item><term id="abb2">COM-B</term><def><p>capability, opportunity, and motivation to support behavior change</p></def></def-item><def-item><term id="abb3">CONSORT</term><def><p>Consolidated Standards of Reporting Trials</p></def></def-item><def-item><term id="abb4">FAO</term><def><p>Food and Agriculture Organization of the United Nations</p></def></def-item><def-item><term id="abb5">HL</term><def><p>healthy lifestyle</p></def></def-item><def-item><term id="abb6">LCA</term><def><p>Life Cycle Assessment</p></def></def-item><def-item><term id="abb7">LMM</term><def><p>linear mixed effects model</p></def></def-item><def-item><term id="abb8">MET</term><def><p>metabolic equivalent 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xlink:href="formative_v10i1e82061_app2.docx" xlink:title="DOCX File, 132 KB"/></supplementary-material><supplementary-material id="app3"><label>Multimedia Appendix 3</label><p>Table with absolute nutrient and CO<sub>2</sub>e variables.</p><media xlink:href="formative_v10i1e82061_app3.docx" xlink:title="DOCX File, 33 KB"/></supplementary-material><supplementary-material id="app4"><label>Multimedia Appendix 4</label><p>Table describing dietary goals, themes, categories, and codes.</p><media xlink:href="formative_v10i1e82061_app4.docx" xlink:title="DOCX File, 21 KB"/></supplementary-material><supplementary-material id="app5"><label>Checklist 1</label><p>CONSORT checklist.</p><media xlink:href="formative_v10i1e82061_app5.pdf" xlink:title="PDF File, 192 KB"/></supplementary-material></app-group></back></article>