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Instagram as a Window to Societal Perspective on Mental Health, Gender, and Race: Observational Pilot Study
Background: Gender and race are known to impact attitudes toward mental health topics and help-seeking behavior. Men and minorities are more likely to cite stigma as a reason for not seeking help for mental health concerns, which is of particular relevance given the high rate of suicide in men and c...
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description | Background: Gender and race are known to impact attitudes toward mental health topics and help-seeking behavior. Men and minorities are more likely to cite stigma as a reason for not seeking help for mental health concerns, which is of particular relevance given the high rate of suicide in men and challenges of historic proportion currently facing minority communities. Instagram provides a platform to discuss mental health, though a lack of male and minority representation may further alienate these populations. Objective: We aimed to investigate whether men and nonwhite individuals are underrepresented in Instagram photos tagged with #mentalhealth (compared to photos tagged with #health) to better understand how gender and race-based representations are manifested on this popular social media platform and discuss the implications. Methods: Three investigators of different genders and racial backgrounds met on nine different days via teleconference to analyze a total of 215 publicly available Instagram photos tagged with #mentalhealth and 215 with #health. These photos were generated using Instagram’s search function, and search results were sorted by most recently published at the time of data collection. For each photo, the three investigators recorded their observations about the gender (male versus female) and race (white versus nonwhite versus racially unclassifiable) of subjects featured in the photo, which they did not discuss with other investigators. Chi-squared analysis was performed on each investigator’s data set to compare the frequency of male versus female and white versus nonwhite subjects identified in each hashtag category. Kappa interrater agreement was calculated for each investigator pair, category (gender or race), and hashtag. Results: All three investigators observed significantly more female as compared to male subjects in photos tagged with #mentalhealth (X2=14.4, P |
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Men and minorities are more likely to cite stigma as a reason for not seeking help for mental health concerns, which is of particular relevance given the high rate of suicide in men and challenges of historic proportion currently facing minority communities. Instagram provides a platform to discuss mental health, though a lack of male and minority representation may further alienate these populations. Objective: We aimed to investigate whether men and nonwhite individuals are underrepresented in Instagram photos tagged with #mentalhealth (compared to photos tagged with #health) to better understand how gender and race-based representations are manifested on this popular social media platform and discuss the implications. Methods: Three investigators of different genders and racial backgrounds met on nine different days via teleconference to analyze a total of 215 publicly available Instagram photos tagged with #mentalhealth and 215 with #health. These photos were generated using Instagram’s search function, and search results were sorted by most recently published at the time of data collection. For each photo, the three investigators recorded their observations about the gender (male versus female) and race (white versus nonwhite versus racially unclassifiable) of subjects featured in the photo, which they did not discuss with other investigators. Chi-squared analysis was performed on each investigator’s data set to compare the frequency of male versus female and white versus nonwhite subjects identified in each hashtag category. Kappa interrater agreement was calculated for each investigator pair, category (gender or race), and hashtag. Results: All three investigators observed significantly more female as compared to male subjects in photos tagged with #mentalhealth (X2=14.4, P<.001 for all investigators) while observing no significant difference between numbers of male and female subjects in photos tagged with #health (X2=1.533, P=.22; X2=1.241, P=.27; X2=0.096, P=.76). All three investigators identified significantly more white than nonwhite subjects in photos tagged with both #health and #mentalhealth (X2 values range from 11.912 to 98.927, P<.001 for all). Kappa interrater agreement revealed almost perfect agreement for gender (kappa=0.908-0.992) with the agreement for race ranging from 0.614 to 0.822, depending on hashtag and rater pair. Conclusions: Women are featured more frequently than men in Instagram photos tagged with #mentalhealth. The topic of #health, meanwhile, is not gendered this way. Low visibility of mental health among men may both represent and exacerbate existing stigma and barriers to care. White subjects are featured significantly more frequently than nonwhite subjects in photos tagged with both #mentalhealth and #health. Directed interventions using the Instagram platform may be indicated to increase the visibility of underrepresented groups and break the cycle of stigma.</description><identifier>ISSN: 2368-7959</identifier><identifier>EISSN: 2368-7959</identifier><identifier>DOI: 10.2196/19171</identifier><identifier>PMID: 33107831</identifier><language>eng</language><publisher>Toronto: JMIR Publications</publisher><subject>African Americans ; Anxiety ; Attitudes ; Chi-square test ; COVID-19 ; Data collection ; Females ; Gender ; Hispanic Americans ; Mental depression ; Mental disorders ; Mental health ; Mental health care ; Original Paper ; Popularity ; Race ; Social networks ; Social research ; Stigma ; Suicides & suicide attempts ; Tagging ; Women</subject><ispartof>JMIR mental health, 2020-10, Vol.7 (10), p.e19171-e19171</ispartof><rights>2020. This work is licensed under https://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><rights>Kierstin Utter, Eva Waineo, Capricia M Bell, Harrison L Quaal, Diane L Levine. Originally published in JMIR Mental Health (http://mental.jmir.org), 27.10.2020. 2020</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c434t-c68abb98cf579ce7c0404c49a075d435ff270c1b6e4c3d602e6818f8fdd7c7da3</citedby><cites>FETCH-LOGICAL-c434t-c68abb98cf579ce7c0404c49a075d435ff270c1b6e4c3d602e6818f8fdd7c7da3</cites><orcidid>0000-0002-4239-009X ; 0000-0002-4768-5815 ; 0000-0002-2536-8106 ; 0000-0001-7137-1560 ; 0000-0002-0704-6402</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.proquest.com/docview/2511894407?pq-origsite=primo$$EPDF$$P50$$Gproquest$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.proquest.com/docview/2511894407?pq-origsite=primo$$EHTML$$P50$$Gproquest$$Hfree_for_read</linktohtml><link.rule.ids>230,314,725,778,782,883,25740,27911,27912,36999,37000,38503,43882,44577,53778,53780,74167,74881</link.rule.ids></links><search><creatorcontrib>Utter, Kierstin</creatorcontrib><creatorcontrib>Waineo, Eva</creatorcontrib><creatorcontrib>Bell, Capricia M</creatorcontrib><creatorcontrib>Quaal, Harrison L</creatorcontrib><creatorcontrib>Levine, Diane L</creatorcontrib><title>Instagram as a Window to Societal Perspective on Mental Health, Gender, and Race: Observational Pilot Study</title><title>JMIR mental health</title><description>Background: Gender and race are known to impact attitudes toward mental health topics and help-seeking behavior. Men and minorities are more likely to cite stigma as a reason for not seeking help for mental health concerns, which is of particular relevance given the high rate of suicide in men and challenges of historic proportion currently facing minority communities. Instagram provides a platform to discuss mental health, though a lack of male and minority representation may further alienate these populations. Objective: We aimed to investigate whether men and nonwhite individuals are underrepresented in Instagram photos tagged with #mentalhealth (compared to photos tagged with #health) to better understand how gender and race-based representations are manifested on this popular social media platform and discuss the implications. Methods: Three investigators of different genders and racial backgrounds met on nine different days via teleconference to analyze a total of 215 publicly available Instagram photos tagged with #mentalhealth and 215 with #health. These photos were generated using Instagram’s search function, and search results were sorted by most recently published at the time of data collection. For each photo, the three investigators recorded their observations about the gender (male versus female) and race (white versus nonwhite versus racially unclassifiable) of subjects featured in the photo, which they did not discuss with other investigators. Chi-squared analysis was performed on each investigator’s data set to compare the frequency of male versus female and white versus nonwhite subjects identified in each hashtag category. Kappa interrater agreement was calculated for each investigator pair, category (gender or race), and hashtag. Results: All three investigators observed significantly more female as compared to male subjects in photos tagged with #mentalhealth (X2=14.4, P<.001 for all investigators) while observing no significant difference between numbers of male and female subjects in photos tagged with #health (X2=1.533, P=.22; X2=1.241, P=.27; X2=0.096, P=.76). All three investigators identified significantly more white than nonwhite subjects in photos tagged with both #health and #mentalhealth (X2 values range from 11.912 to 98.927, P<.001 for all). Kappa interrater agreement revealed almost perfect agreement for gender (kappa=0.908-0.992) with the agreement for race ranging from 0.614 to 0.822, depending on hashtag and rater pair. Conclusions: Women are featured more frequently than men in Instagram photos tagged with #mentalhealth. The topic of #health, meanwhile, is not gendered this way. Low visibility of mental health among men may both represent and exacerbate existing stigma and barriers to care. White subjects are featured significantly more frequently than nonwhite subjects in photos tagged with both #mentalhealth and #health. Directed interventions using the Instagram platform may be indicated to increase the visibility of underrepresented groups and break the cycle of stigma.</description><subject>African Americans</subject><subject>Anxiety</subject><subject>Attitudes</subject><subject>Chi-square test</subject><subject>COVID-19</subject><subject>Data collection</subject><subject>Females</subject><subject>Gender</subject><subject>Hispanic Americans</subject><subject>Mental depression</subject><subject>Mental disorders</subject><subject>Mental health</subject><subject>Mental health care</subject><subject>Original Paper</subject><subject>Popularity</subject><subject>Race</subject><subject>Social networks</subject><subject>Social research</subject><subject>Stigma</subject><subject>Suicides & suicide attempts</subject><subject>Tagging</subject><subject>Women</subject><issn>2368-7959</issn><issn>2368-7959</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2020</creationdate><recordtype>article</recordtype><sourceid>COVID</sourceid><sourceid>PIMPY</sourceid><sourceid>DOA</sourceid><recordid>eNpdkltrVDEQgA-i2FL3PwRE8KFbk5O7D4IUbRcqFav4GObkss169mRNsiv99812i1iZhwyTLx8zYbpuRvBZT7R4RzSR5Fl33FOh5lJz_fyf_KiblbLCGBOuWpCX3RGlBEtFyXH3azGVCssMawQFAfoZJ5f-oJrQTbLRVxjRV5_Lxtsadx6lCX3x07566WGst6fowk_O51MEk0PfwPr36HooPu-gxjTtX8cxVXRTt-7uVfciwFj87PE86X58_vT9_HJ-dX2xOP94NbeMsjq3QsEwaGUDl9p6aTHDzDINWHLHKA-hl9iSQXhmqRO490IRFVRwTlrpgJ50i4PXJViZTY5ryHcmQTQPhZSXBnKNdvSmDxwPg-y1YJoF3Q9ARLNYGoLgwg3N9eHg2myHtXe2DZ9hfCJ9ejPFW7NMOyMF50yoJnj7KMjp99aXataxWD-OMPm0LaZnDeOMY93Q1_-hq7TN7RMbxQlRmjEsG_XmQNmcSsk-_G2GYLPfBvOwDfQek0Cklw</recordid><startdate>20201027</startdate><enddate>20201027</enddate><creator>Utter, Kierstin</creator><creator>Waineo, Eva</creator><creator>Bell, Capricia M</creator><creator>Quaal, Harrison L</creator><creator>Levine, Diane L</creator><general>JMIR Publications</general><scope>AAYXX</scope><scope>CITATION</scope><scope>3V.</scope><scope>7RV</scope><scope>7X7</scope><scope>7XB</scope><scope>88G</scope><scope>8C1</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>CCPQU</scope><scope>COVID</scope><scope>DWQXO</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>GNUQQ</scope><scope>K9.</scope><scope>KB0</scope><scope>M0S</scope><scope>M2M</scope><scope>NAPCQ</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>PSYQQ</scope><scope>Q9U</scope><scope>7X8</scope><scope>5PM</scope><scope>DOA</scope><orcidid>https://orcid.org/0000-0002-4239-009X</orcidid><orcidid>https://orcid.org/0000-0002-4768-5815</orcidid><orcidid>https://orcid.org/0000-0002-2536-8106</orcidid><orcidid>https://orcid.org/0000-0001-7137-1560</orcidid><orcidid>https://orcid.org/0000-0002-0704-6402</orcidid></search><sort><creationdate>20201027</creationdate><title>Instagram as a Window to Societal Perspective on Mental Health, Gender, and Race: Observational Pilot Study</title><author>Utter, Kierstin ; Waineo, Eva ; Bell, Capricia M ; Quaal, Harrison L ; Levine, Diane L</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c434t-c68abb98cf579ce7c0404c49a075d435ff270c1b6e4c3d602e6818f8fdd7c7da3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2020</creationdate><topic>African Americans</topic><topic>Anxiety</topic><topic>Attitudes</topic><topic>Chi-square test</topic><topic>COVID-19</topic><topic>Data collection</topic><topic>Females</topic><topic>Gender</topic><topic>Hispanic Americans</topic><topic>Mental depression</topic><topic>Mental disorders</topic><topic>Mental health</topic><topic>Mental health care</topic><topic>Original Paper</topic><topic>Popularity</topic><topic>Race</topic><topic>Social networks</topic><topic>Social research</topic><topic>Stigma</topic><topic>Suicides & suicide attempts</topic><topic>Tagging</topic><topic>Women</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Utter, Kierstin</creatorcontrib><creatorcontrib>Waineo, Eva</creatorcontrib><creatorcontrib>Bell, Capricia M</creatorcontrib><creatorcontrib>Quaal, Harrison L</creatorcontrib><creatorcontrib>Levine, Diane L</creatorcontrib><collection>CrossRef</collection><collection>ProQuest Central (Corporate)</collection><collection>Nursing & Allied Health Database</collection><collection>Health & Medical Collection</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Psychology Database (Alumni)</collection><collection>Public Health Database</collection><collection>Hospital Premium Collection</collection><collection>Hospital Premium Collection (Alumni Edition)</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>ProQuest Central (Alumni)</collection><collection>ProQuest Central</collection><collection>ProQuest Central Essentials</collection><collection>ProQuest Central</collection><collection>ProQuest One Community College</collection><collection>Coronavirus Research Database</collection><collection>ProQuest Central Korea</collection><collection>Health Research Premium Collection</collection><collection>Health Research Premium Collection (Alumni)</collection><collection>ProQuest Central Student</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>Nursing & Allied Health Database (Alumni Edition)</collection><collection>Health & Medical Collection (Alumni Edition)</collection><collection>Psychology Database</collection><collection>Nursing & Allied Health Premium</collection><collection>Publicly Available Content Database</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><collection>ProQuest One Psychology</collection><collection>ProQuest Central Basic</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><collection>DOAJ Directory of Open Access Journals</collection><jtitle>JMIR mental health</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Utter, Kierstin</au><au>Waineo, Eva</au><au>Bell, Capricia M</au><au>Quaal, Harrison L</au><au>Levine, Diane L</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Instagram as a Window to Societal Perspective on Mental Health, Gender, and Race: Observational Pilot Study</atitle><jtitle>JMIR mental health</jtitle><date>2020-10-27</date><risdate>2020</risdate><volume>7</volume><issue>10</issue><spage>e19171</spage><epage>e19171</epage><pages>e19171-e19171</pages><issn>2368-7959</issn><eissn>2368-7959</eissn><abstract>Background: Gender and race are known to impact attitudes toward mental health topics and help-seeking behavior. Men and minorities are more likely to cite stigma as a reason for not seeking help for mental health concerns, which is of particular relevance given the high rate of suicide in men and challenges of historic proportion currently facing minority communities. Instagram provides a platform to discuss mental health, though a lack of male and minority representation may further alienate these populations. Objective: We aimed to investigate whether men and nonwhite individuals are underrepresented in Instagram photos tagged with #mentalhealth (compared to photos tagged with #health) to better understand how gender and race-based representations are manifested on this popular social media platform and discuss the implications. Methods: Three investigators of different genders and racial backgrounds met on nine different days via teleconference to analyze a total of 215 publicly available Instagram photos tagged with #mentalhealth and 215 with #health. These photos were generated using Instagram’s search function, and search results were sorted by most recently published at the time of data collection. For each photo, the three investigators recorded their observations about the gender (male versus female) and race (white versus nonwhite versus racially unclassifiable) of subjects featured in the photo, which they did not discuss with other investigators. Chi-squared analysis was performed on each investigator’s data set to compare the frequency of male versus female and white versus nonwhite subjects identified in each hashtag category. Kappa interrater agreement was calculated for each investigator pair, category (gender or race), and hashtag. Results: All three investigators observed significantly more female as compared to male subjects in photos tagged with #mentalhealth (X2=14.4, P<.001 for all investigators) while observing no significant difference between numbers of male and female subjects in photos tagged with #health (X2=1.533, P=.22; X2=1.241, P=.27; X2=0.096, P=.76). All three investigators identified significantly more white than nonwhite subjects in photos tagged with both #health and #mentalhealth (X2 values range from 11.912 to 98.927, P<.001 for all). Kappa interrater agreement revealed almost perfect agreement for gender (kappa=0.908-0.992) with the agreement for race ranging from 0.614 to 0.822, depending on hashtag and rater pair. Conclusions: Women are featured more frequently than men in Instagram photos tagged with #mentalhealth. The topic of #health, meanwhile, is not gendered this way. Low visibility of mental health among men may both represent and exacerbate existing stigma and barriers to care. White subjects are featured significantly more frequently than nonwhite subjects in photos tagged with both #mentalhealth and #health. Directed interventions using the Instagram platform may be indicated to increase the visibility of underrepresented groups and break the cycle of stigma.</abstract><cop>Toronto</cop><pub>JMIR Publications</pub><pmid>33107831</pmid><doi>10.2196/19171</doi><orcidid>https://orcid.org/0000-0002-4239-009X</orcidid><orcidid>https://orcid.org/0000-0002-4768-5815</orcidid><orcidid>https://orcid.org/0000-0002-2536-8106</orcidid><orcidid>https://orcid.org/0000-0001-7137-1560</orcidid><orcidid>https://orcid.org/0000-0002-0704-6402</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | African Americans Anxiety Attitudes Chi-square test COVID-19 Data collection Females Gender Hispanic Americans Mental depression Mental disorders Mental health Mental health care Original Paper Popularity Race Social networks Social research Stigma Suicides & suicide attempts Tagging Women |
title | Instagram as a Window to Societal Perspective on Mental Health, Gender, and Race: Observational Pilot Study |
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