Accepted for/Published in: JMIR Formative Research

Date Submitted:

Open Peer Review Period: -

Date Accepted:

Date Submitted to PubMed:

closed for review but you can still tweet
  • Ruvini S, Ravi I, Pragalathan A, Nilmini W, Denny M
  • Machine Learning Approach to Identifying Empathy Using the Vocals of Mental Health Helpline Counselors: Algorithm Development and Validation
  • JMIR Formative Research
  • DOI: 10.2196/11848
  • PMID: 30303485
  • PMCID: 6352016
Preprints Accepted Manuscript

Abstract accepted

Background:

Social media can be a useful strategy for recruiting hard-to-reach, stigmatized populations into research studies; however, it may also introduce risks for participant and research team exposure to negative comments. Currently, there is no published formal social media recruitment and monitoring guidelines that specifically address harm reduction for social media recruitment of marginalized populations.

Objective:

Social media can be a useful strategy for recruiting hard-to-reach, stigmatized populations into research studies; however, it may also introduce risks for participant and research team exposure to negative comments. Currently, there is no published formal social media recruitment and monitoring guidelines that specifically address harm reduction for social media recruitment of marginalized populations.

Methods:

Social media can be a useful strategy for recruiting hard-to-reach, stigmatized populations into research studies; however, it may also introduce risks for participant and research team exposure to negative comments. Currently, there is no published formal social media recruitment and monitoring guidelines that specifically address harm reduction for social media recruitment of marginalized populations.

As per the author’s request the PDF is not available.
Copyright

© The authors. All rights reserved. This is a privileged document currently under peer-review/community review (or an accepted/rejected manuscript). Authors have provided JMIR Publications with an exclusive license to publish this preprint on it’s website for review and ahead-of-print citation purposes only. While the final peer-reviewed paper may be licensed under a cc-by license on publication, at this stage authors and publisher expressively prohibit redistribution of this draft paper other than for review purposes.

Citation

Please cite as:

Ruvini S, Ravi I, Pragalathan A, Nilmini W, Denny M

Machine Learning Approach to Identifying Empathy Using the Vocals of Mental Health Helpline Counselors: Algorithm Development and Validation

JMIR Formative Research

DOI: 10.2196/14886

URL: https://preprints.jmir.org/preprint/11848

PMID: 31789598

PMCID: 6352016

Machine Learning Approach to Identifying Empathy Using the Vocals of Mental Health Helpline Counselors: Algorithm Development and Validation

Current Preprint Settings

(as selected by the authors)

  1. Allow access to the preprint PDF upon submission to:

    (a) Open peer-review purposes

    (b) Logged-in users only

    (c) Anybody, anytime

    (d) Nobody

  2. When the manuscript is accepted, display the accepted manuscript PDF to:

    (a) Logged-in users only

    (b) Anybody, anytime

    (c) Anybody, anytime, and the author has chosen to deposit the ahead-of-print metadata to PubMed

    (d) Nobody

  3. When a final paper is published in a JMIR journal, display the preprint as follows:

    (a) Allow download

    (b) Show abstract only

    (c) Do not display anything

  4. If the paper is rejected from JMIR journals, display the preprint to:

    (a) Logged-in users only

    (b) Anybody, anytime

    (c) Nobody