Mental Health Help-Seeking and Associated Factors Among Public Health Workers during the COVID-19 Outbreak in China
Open accessAbstract
Background: The COVID-19 outbreak in China has created multiple stressors that threaten individuals' mental health, especially among public health workers (PHW) who are devoted to COVID-19 control and prevention work. This study aimed to investigate the prevalence of mental help-seeking and associated factors among PHW using Andersen's Behavioral Model of Health Services Use (BMHSU). Methods: A cross-sectional survey was conducted among 9,475 PHW in five provinces across China between February 18 and March 1, 2020. The subsample data of those who reported probable mental health problems were analyzed for this report (n = 3,417). Logistic and hierarchical regression analyses were conducted to examine the associations of predisposing, enabling, need, and COVID-19 contextual factors with mental health help-seeking. Results: Only 12.7% of PHW reported professional mental help-seeking during the COVID-19 outbreak. PHW who were older, had more days of overnight work, received psychological training, perceived a higher level of support from the society, had depression and anxiety were more likely to report mental help-seeking (ORm range: 1.02–1.73, all p < 0.05) while those worked in Centers for Disease Control and Prevention were less likely to seek help (ORm = 0.57, p < 0.01). The belief that mental health issues were not the priority (64.4%), lack of time (56.4%), and shortage of psychologists (32.7%) were the most frequently endorsed reasons for not seeking help. Conclusions: The application of BMHSU confirmed associations between some factors and PHW's mental health help-seeking. Effective interventions are warranted to promote mental health help-seeking of PHW to ameliorate the negative impact of mental illness and facilitate personal recovery and routine work.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
A previous study suggested that psychological training on emotional regulation and positive coping with COVID-19 was positively associated with mental health help-seeking among HCWs during the pandemic.
“A previous study suggested that psychological training on emotional regulation and positive coping with COVID-19 was positively associated with mental health help-seeking among HCWs during the pandemic [45].”
From Associations between COVID-19 Work-Related Stressors and Posttraumatic Stress Symptoms among Chinese Doctors and Nurses: Application of Stress-Coping Theory (2022) · cites this paper as [45]
The Discussion reports that psychological training about coping with COVID-19 was positively associated with mental health help-seeking, including in the final hierarchical model. The Measurements section describes training only as training on how to cope with the outbreak; it does not specify emotional regulation or positive coping. The study population was public health workers, narrower than HCWs generally. (LLM, conf=0.86)
Experimental — accuracy not yet measured
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
The PHQ-9: Validity of a brief depression severity measure
Kroenke, K., Spitzer, R. L., & Williams, J. B. W. (2001) · Journal of General Internal Medicine · doi:10.1046/j.1525-1497.2001.016009606.x · Cited by 44,910 · see citing works
A Brief Measure for Assessing Generalized Anxiety Disorder: The GAD-7
Spitzer, R. L., Kroenke, K., Williams, J. B. W., & Löwe, B. (2006) · Archives of Internal Medicine · doi:10.1001/archinte.166.10.1092 · Cited by 31,765 · see citing works
Wu, P., Fang, Y., Guan, Z., Fan, B., Kong, J., Yao, Z., Liu, X., Fuller, C. J., Susser, E., Lü, J., et al. (2009) · The Canadian Journal of Psychiatry · doi:10.1177/070674370905400504 · Cited by 1,651 · see citing works
Psychological impact of severe acute respiratory syndrome on health workers in a tertiary hospital
Chong, M.-Y., Wang, W.-C., Hsieh, W.-C., Lee, C.-Y., Chiu, N.-M., Yeh, W.-C., Huang, T.-L., Wen, J.-K., & Chen, C.-L. (2004) · British Journal of Psychiatry · doi:10.1192/bjp.185.2.127 · Cited by 724 · see citing works
Understanding self-rated health
Fayers, P. M., & Sprangers, M. A. G. (2002) · The Lancet · doi:10.1016/s0140-6736(02)07466-4 · Cited by 576 · see citing works
Is the standard SF-12 Health Survey valid and equivalent for a Chinese population?
Lam, C. L. K., Tse, E. Y. Y., & Gandek, B. (2005) · Quality of Life Research · doi:10.1007/s11136-004-0704-3 · Cited by 552 · see citing works
Seeking help from a mental health professional: The influence of one's social network
Vogel, D. L., Wade, N. G., Wester, S. R., Larson, L., & Hackler, A. H. (2007) · Journal of Clinical Psychology · doi:10.1002/jclp.20345 · Cited by 414 · see citing works
Angermeyer, M. C., van der Auwera, S., Carta, M. G., & Schomerus, G. (2017) · World Psychiatry · doi:10.1002/wps.20383 · Cited by 253 · see citing works
Mental symptoms in different health professionals during the SARS attack: a Follow-up study
Lung, F.-W., Lu, Y.-C., Chang, Y.-Y., & Shu, B.-C. (2009) · Psychiatric Quarterly · doi:10.1007/s11126-009-9095-5 · Cited by 248 · see citing works
The Mental Health of Hospital Workers Dealing with Severe Acute Respiratory Syndrome
Lu, Y.-C., Shu, B., Chang, Y.-Y., & Lung, F. (2006) · Psychotherapy and Psychosomatics · doi:10.1159/000095443 · Cited by 192 · see citing works
Factors Influencing Professional Help-Seeking for Suicidality: A Systematic Review
Han, J., Batterham, P. J., Calear, A. L., & Randall, R. (2018) · Crisis · doi:10.1027/0227-5910/a000485 · Cited by 176 · see citing works
Chinese Lay Theory and Mental Illness Stigma: Implications for Research and Practices
Lam, C. S., Tsang, H. W. H., Corrigan, P. W., Lee, Y., Angell, B., Shi, K., Jin, S., & Larson, J. E. (2010) · PolyU Institutional Research Archive (Hong Kong Polytechnic University) · Cited by 175 · see citing works
Severe Acute Respiratory Syndrome (SARS) and Healthcare Workers
Chan-Yeung, M. M. W. (2004) · International Journal of Occupational and Environmental Health · doi:10.1179/oeh.2004.10.4.421 · Cited by 173 · see citing works
Dhingra, S. S., Zack, M., Strine, T., Pearson, W. S., & Balluz, L. (2010) · Psychiatric Services · doi:10.1176/ps.2010.61.5.524 · Cited by 144 · see citing works
Doctors’ health‐seeking behaviour: a questionnaire survey
Davidson, S. K., & Schattner, P. L. (2003) · The Medical Journal of Australia · doi:10.5694/j.1326-5377.2003.tb05552.x · Cited by 143 · see citing works
Adams, E. F. M., Lee, A. J., Pritchard, C. W., & White, R. (2009) · International Journal of Social Psychiatry · doi:10.1177/0020764008099123 · Cited by 141 · see citing works
Tay, S., Alcock, K., & Scior, K. (2018) · Journal of Clinical Psychology · doi:10.1002/jclp.22614 · Cited by 137 · see citing works
Rhodes, R. E., Jones, L. W., & Courneya, K. S. (2002) · Research Quarterly for Exercise and Sport · doi:10.1080/02701367.2002.10609008 · Cited by 136 · see citing works
Li, Y., Nong, D., Wei, B., Feng, Q., & Luo, H. (2016) · BMC Health Services Research · doi:10.1186/s12913-016-1825-4 · Cited by 127 · see citing works
Self-citationFischbein, R. L., & Bonfine, N. (2019) · American Journal of Pharmaceutical Education · doi:10.5688/ajpe7558 · Cited by 126 · see citing works
von Lengerke, T., Gohl, D., & Babitsch, B. (2013) · Springer eBooks · doi:10.1007/978-1-4614-9191-0_2 · Cited by 105 · see citing works
Predictors of adolescent health care utilization
Vingilis, E. R., Wade, T. J., & Seeley, J. S. (2006) · Journal of Adolescence · doi:10.1016/j.adolescence.2006.10.001 · Cited by 101 · see citing works
Comparison of Users and Non-Users of Mental Health Services Among Depressed Women: A National Study
Gadalla, T. M. (2008) · Women & Health · doi:10.1300/j013v47n01_01 · Cited by 95 · see citing works
Schomerus, G., Appel, K., Meffert, P. J., Luppa, M., Andersen, R. M., Grabe, H. J., & Baumeister, S. E. (2013) · Social Psychiatry and Psychiatric Epidemiology · doi:10.1007/s00127-012-0643-1 · Cited by 90 · see citing works
Gender differences in general and specialty outpatient mental health service use for depression
Gagné, S., Vasiliadis, H., & Préville, M. (2014) · BMC Psychiatry · doi:10.1186/1471-244x-14-135 · Cited by 84 · see citing works
Li, J., Xu, J., Zhou, H., You, H., Wang, X., Li, Y., Liang, Y., Li, S., Ma, L., Zeng, J., et al. (2021) · BMC Public Health · doi:10.1186/s12889-020-10146-0 · Cited by 70 · see citing works
Self-citationExpanding the Mental Health Workforce in China: Narrowing the Mental Health Service Gap
Hu, X., Rohrbaugh, R. M., Deng, Q., He, Q., Munger, K. F., & Liu, Z. (2017) · Psychiatric Services · doi:10.1176/appi.ps.201700002 · Cited by 67 · see citing works
Maiuolo, M., Deane, F. P., & Ciarrochi, J. (2019) · Journal of Youth and Adolescence · doi:10.1007/s10964-019-00994-4 · Cited by 66 · see citing works
Chen, A. W., Kazanjian, A., & Wong, H. (2008) · Journal of Immigrant and Minority Health · doi:10.1007/s10903-008-9143-5 · Cited by 59 · see citing works
Community-Based Mental Health Service Utilization Among Low-Income Latina Immigrants
Hochhausen, L., Le, H., & Perry, D. F. (2009) · Community Mental Health Journal · doi:10.1007/s10597-009-9253-0 · Cited by 59 · see citing works
Wang, Z. J., Lau, J. T. F., Yang, X., Cai, Y., Gross, D. L., Ma, T., & Liu, Y. (2017) · AIDS and Behavior · doi:10.1007/s10461-017-1869-4 · Cited by 54 · see citing works
Self-citationGebreegziabher, Y., Girma, E., & Tesfaye, M. (2019) · PLoS ONE · doi:10.1371/journal.pone.0212657 · Cited by 51 · see citing works
Mental Health Service Use Among Chinese Adults With Mental Disabilities: A National Survey
Li, N., Du, W., Gong, C., Song, X., & Zheng, X. (2013) · Psychiatric Services · doi:10.1176/appi.ps.001232012 · Cited by 44 · see citing works
Predicting Help-Seeking Attitudes Toward Mental Health Services Among American Indian Older Adults
Roh, S., Burnette, C. E., Lee, K. H., Lee, Y.-S., Martin, J. I., & Lawler, M. J. (2014) · Journal of Applied Gerontology · doi:10.1177/0733464814558875 · Cited by 43 · see citing works
The effect of causal attributions for depression on help-seeking and treatment preferences
Nolan, A., & O’Connor, C. (2019) · Journal of Affective Disorders · doi:10.1016/j.jad.2019.07.017 · Cited by 28 · see citing works
Reynders, A., Kerkhof, A. J. F. M., Molenberghs, G., & Audenhove, C. V. (2015) · Suicide and Life-Threatening Behavior · doi:10.1111/sltb.12179 · Cited by 27 · see citing works
Social Support, Adjustment, and Psychological Distress of Help-Seeking Expatriates
Sterle, M. F., Vervoort, T., & Verhofstadt, L. (2018) · Psychologica Belgica · doi:10.5334/pb.464 · Cited by 27 · see citing works
Help-Seeking for Emotional Problems in Major Depression
Kleinberg, A., Aluoja, A., & Vasar, V. (2012) · Community Mental Health Journal · doi:10.1007/s10597-012-9499-9 · Cited by 22 · see citing works
Mental Health, Help-Seeking Behaviour and Social Support in the UK Armed Forces by Gender
Jones, N., Greenberg, N. L., Phillips, A., Simms, A., & Wessely, S. C. (2019) · Psychiatry · doi:10.1080/00332747.2019.1626200 · Cited by 18 · see citing works
Naito, T., Chin, J., Kim, T. U., Veera, S., Jeannette, M., & Lomiguen, C. M. (2020) · Cureus · doi:10.7759/cureus.11455 · Cited by 14 · see citing works
Help‐Seeking among Male Employees in Japan: Influence of Workplace Climate and Distress
Maekawa, Y., Ramos‐Cejudo, J., & Kanai, A. (2016) · Journal of Occupational Health · doi:10.1539/joh.16-0052-oa · Cited by 11 · see citing works
Do Help-Seeking Behaviors Influence the Recovery of People With Mental Illness?
Patterson, C., Perlman, D., Moxham, L. J., & Burns, S. (2019) · Journal of Psychosocial Nursing and Mental Health Services · doi:10.3928/02793695-20190920-03 · Cited by 9 · see citing works
Vally, Z. (2018) · Perspectives In Psychiatric Care · doi:10.1111/ppc.12294 · Cited by 8 · see citing works
Characteristics of help-seeking behavior among bipolar disorder patients
Wang, D., Ma, J., Tan, L., Chen, Y., Zhou, X., Wang, H., Guo, J., Li, X., & Liu, X. (2019) · Medicine · doi:10.1097/md.0000000000017687 · Cited by 8 · see citing works
Sun, L., & Zhang, J. (2019) · Psychiatry Research · doi:10.1016/j.psychres.2019.02.024 · Cited by 7 · see citing works
Gomez, D. M., Gunarathna, C., Gunarathna, S., Gnanapragasam, K., & Hanwella, R. (2017) · Ceylon Medical Journal · doi:10.4038/cmj.v62i4.8571 · Cited by 4 · see citing works
Eldridge, E. (2007) · Traffic world · Cited by 1 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
She, R., Li, L., Yang, Q., Lin, J., Ye, X., Wu, S., Yang, Z., Guan, S., Zhang, J., Ling, R. H. Y., et al. (2022) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph19106201 · Cited by 8 · see citing works
Self-citation
- Authors
- She, R., Wang, X., Zhang, Z., Li, J., Xu, J., You, H., Li, Y., Liang, Y., Li, S., Ma, L., Wang, X., Chen, X., Zhou, P., Lau, J., Hao, Y., Zhou, H., & Gu, J.
- Affiliations
- Chinese University of Hong Kong (HK)
- Sun Yat-sen University (CN)
- Guangzhou Center for Disease Control and Prevention (CN)
- Hubei Provincial Center for Disease Control and Prevention (CN)
- Nanjing Medical University (CN)
- Huazhong University of Science and Technology (CN)
- Sichuan University (CN)
- Corresponding author
- Zhou, Huan
- Gu, Jing
- ORCID
- Venue
- Frontiers in Public Health
- Publisher
- Frontiers Media SA
- Published
- 2021-05-11
- Volume
- 9
- Pages
- 622677-622677
- ISSN
- 2296-2565 (ISSN-L)
- PMC
- PMC8144452
- OpenAlex
- W3163552566
- Cited by
- 40
- References
- 47
- Citations by year
- 2026: 5 · 2025: 6 · 2024: 10 · 2023: 7 · 2022: 10 · 2021: 2
- FWCI
- 4.95
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- Locations
- Frontiers in Public Health (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- Lanzhou University Institutional Repository (submittedVersion, cc-by-nc-sa)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Greater South Information System
- Funders
- National Major Science and Technology Projects of China
- Topics
- Social Sciences › Psychology › Clinical Psychology › COVID-19 and Mental Health
- Social Sciences › Psychology › Social Psychology › Mental Health Treatment and Access
- Health Sciences › Health Professions › Occupational Therapy › Occupational Health and Burnout
- Keywords
- mental health help-seeking, public health workforce, COVID-19 outbreak, Andersen Behavioral Model of Health Services Use, help-seeking barriers, depression, anxiety, mental training, Centers for Disease Control and Prevention, occupational stress, access to mental health care
- MeSH terms
- COVID-19, SARS-CoV-2, China, Cross-Sectional Studies, Depression, Disease Outbreaks, Humans, Mental Health, Public Health, United States
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review