Skip to main content
Top
Published in: BMC Public Health 1/2023

Open Access 01-12-2023 | COVID-19 Vaccination | Research

COVID-19 vaccine uptake and vaccine hesitancy in rural-to-urban migrant workers at the first round of COVID-19 vaccination in China

Authors: Liuzhi Hong, Zhou Jin, Kewei Xu, Guanghui Shen, Yang Zou, Ran Li, Lu Xu, Dexuan Wang, Li Chen, Yili Wu, Weihong Song

Published in: BMC Public Health | Issue 1/2023

Login to get access

Abstract

Background

Migration can be linked to the transmission of COVID-19. COVID-19 vaccine uptake and hesitancy among rural-to-urban migrant workers in China, the largest group of internal migrants in the world, has not been characterized.

Objective

To investigate COVID-19 vaccine uptake and identify vaccine hesitancy-associated factors among rural-to-urban migrant workers in the first round of COVID-19 vaccination in China.

Methods

A cross-sectional questionnaire-based survey was conducted, including 14,917 participants. Socio-demographics, COVID-19 vaccine uptake, vaccine hesitancy and its associated factors based on Vaccine Hesitancy Determinants Matrix (VHDM) were applied for the survey. Data were principally analyzed by logistic regression analysis.

Results

The COVID-19 vaccine uptake and vaccine hesitancy rates were 7.1% and 57.7%, respectively. Vaccine hesitancy was strongly associated with VHDM, including individual factors (female, higher annual income and fewer medical knowledge), group factors (less family support, friend support and public opinion support), COVID-19 epidemic factors (lower fatality, infection and emotional distress) and vaccine factors (less vaccine necessity, vaccine safety, vaccine efficacy, vaccine importance and vaccine reliability).

Conclusion

The VHDM model has the potential utility in efforts to reduce COVID-19 vaccine hesitancy. Greater efforts should be put into addressing positive predictors associated with vaccine hesitancy.
Literature
1.
go back to reference Garcia-Huidobro D, Rivera S, Valderrama Chang S, Bravo P, Capurro D. System-Wide Accelerated Implementation of Telemedicine in Response to COVID-19: Mixed Methods Evaluation. J Med Internet Res. 2020;22(10):e22146.CrossRef Garcia-Huidobro D, Rivera S, Valderrama Chang S, Bravo P, Capurro D. System-Wide Accelerated Implementation of Telemedicine in Response to COVID-19: Mixed Methods Evaluation. J Med Internet Res. 2020;22(10):e22146.CrossRef
2.
go back to reference Zhao H, To KKW, Lam H, Zhou X, Chan JF-W, Peng Z, Lee ACY, Cai J, Chan W-M, Ip JD, et al. Cross-linking peptide and repurposed drugs inhibit both entry pathways of SARS-CoV-2. Nat Commun. 2021;12(1):1517.CrossRef Zhao H, To KKW, Lam H, Zhou X, Chan JF-W, Peng Z, Lee ACY, Cai J, Chan W-M, Ip JD, et al. Cross-linking peptide and repurposed drugs inhibit both entry pathways of SARS-CoV-2. Nat Commun. 2021;12(1):1517.CrossRef
3.
go back to reference Xin X, Li S-F, Cheng L, Liu C-Y, Xin Y-J, Huang H-L, Beejadhursing R, Wang S-S, Feng L. Government Intervention Measures Effectively Control COVID-19 Epidemic in Wuhan, China. Curr Med Sci. 2021;41(1):77–83.CrossRef Xin X, Li S-F, Cheng L, Liu C-Y, Xin Y-J, Huang H-L, Beejadhursing R, Wang S-S, Feng L. Government Intervention Measures Effectively Control COVID-19 Epidemic in Wuhan, China. Curr Med Sci. 2021;41(1):77–83.CrossRef
4.
go back to reference Kerr JR, Schneider CR, Recchia G, Dryhurst S, Sahlin U, Dufouil C, Arwidson P, Freeman AL, van der Linden S. Correlates of intended COVID-19 vaccine acceptance across time and countries: results from a series of cross-sectional surveys. BMJ Open. 2021;11(8):e048025.CrossRef Kerr JR, Schneider CR, Recchia G, Dryhurst S, Sahlin U, Dufouil C, Arwidson P, Freeman AL, van der Linden S. Correlates of intended COVID-19 vaccine acceptance across time and countries: results from a series of cross-sectional surveys. BMJ Open. 2021;11(8):e048025.CrossRef
5.
go back to reference Lindholt MF, Jorgensen F, Bor A, Petersen MB. Public acceptance of COVID-19 vaccines: cross-national evidence on levels and individual-level predictors using observational data. BMJ Open. 2021;11(6):e048172.CrossRef Lindholt MF, Jorgensen F, Bor A, Petersen MB. Public acceptance of COVID-19 vaccines: cross-national evidence on levels and individual-level predictors using observational data. BMJ Open. 2021;11(6):e048172.CrossRef
6.
go back to reference Silva TM, Estrela M, Roque V, Gomes ER, Figueiras A, Roque F, Herdeiro MT. Perceptions, knowledge and attitudes about COVID-19 vaccine hesitancy in older Portuguese adults. Age Ageing. 2022;51(3):afac013.CrossRef Silva TM, Estrela M, Roque V, Gomes ER, Figueiras A, Roque F, Herdeiro MT. Perceptions, knowledge and attitudes about COVID-19 vaccine hesitancy in older Portuguese adults. Age Ageing. 2022;51(3):afac013.CrossRef
7.
go back to reference Charron J, Gautier A, Jestin C. Influence of information sources on vaccine hesitancy and practices. Med Mal Infect. 2020;50(8):727–33.CrossRef Charron J, Gautier A, Jestin C. Influence of information sources on vaccine hesitancy and practices. Med Mal Infect. 2020;50(8):727–33.CrossRef
8.
go back to reference Yousuf H, van der Linden S, Bredius L, van Essen GT, Sweep G, Preminger Z, van Gorp E, Scherder E, Narula J, Hofstra L. A media intervention applying debunking versus non-debunking content to combat vaccine misinformation in elderly in the Netherlands: a digital randomised trial. EClinicalMedicine. 2021;35:100881.CrossRef Yousuf H, van der Linden S, Bredius L, van Essen GT, Sweep G, Preminger Z, van Gorp E, Scherder E, Narula J, Hofstra L. A media intervention applying debunking versus non-debunking content to combat vaccine misinformation in elderly in the Netherlands: a digital randomised trial. EClinicalMedicine. 2021;35:100881.CrossRef
9.
go back to reference Biswas N, Mustapha T, Khubchandani J, Price JH. The Nature and Extent of COVID-19 Vaccination Hesitancy in Healthcare Workers. J Community Health. 2021;46(6):1244–51.CrossRef Biswas N, Mustapha T, Khubchandani J, Price JH. The Nature and Extent of COVID-19 Vaccination Hesitancy in Healthcare Workers. J Community Health. 2021;46(6):1244–51.CrossRef
10.
go back to reference Strully KW, Harrison TM, Pardo TA, Carleo-Evangelist J. Strategies to Address COVID-19 Vaccine Hesitancy and Mitigate Health Disparities in Minority Populations. Front Public Health. 2021;9:645268.CrossRef Strully KW, Harrison TM, Pardo TA, Carleo-Evangelist J. Strategies to Address COVID-19 Vaccine Hesitancy and Mitigate Health Disparities in Minority Populations. Front Public Health. 2021;9:645268.CrossRef
11.
go back to reference Webb Hooper M, Nápoles AM, Pérez-Stable EJ. No Populations Left Behind: Vaccine Hesitancy and Equitable Diffusion of Effective COVID-19 Vaccines. J Gen Intern Med. 2021;36(7):2130–3.CrossRef Webb Hooper M, Nápoles AM, Pérez-Stable EJ. No Populations Left Behind: Vaccine Hesitancy and Equitable Diffusion of Effective COVID-19 Vaccines. J Gen Intern Med. 2021;36(7):2130–3.CrossRef
12.
go back to reference Kaufman J, Tuckerman J, Danchin M. Overcoming COVID-19 vaccine hesitancy: can Australia reach the last 20 percent? Expert Rev Vaccines. 2022;21(2):159–61.CrossRef Kaufman J, Tuckerman J, Danchin M. Overcoming COVID-19 vaccine hesitancy: can Australia reach the last 20 percent? Expert Rev Vaccines. 2022;21(2):159–61.CrossRef
13.
go back to reference Larson HJ, Gakidou E, Murray CJL. The Vaccine-Hesitant. Moment. 2022;387(1):58–65. Larson HJ, Gakidou E, Murray CJL. The Vaccine-Hesitant. Moment. 2022;387(1):58–65.
14.
go back to reference Maraqa B, Nazzal Z, Rabi R, Sarhan N, Al-Shakhra K, Al-Kaila M. COVID-19 vaccine hesitancy among health care workers in Palestine: A call for action. Prev Med. 2021;149:106618.CrossRef Maraqa B, Nazzal Z, Rabi R, Sarhan N, Al-Shakhra K, Al-Kaila M. COVID-19 vaccine hesitancy among health care workers in Palestine: A call for action. Prev Med. 2021;149:106618.CrossRef
15.
go back to reference Paris C, Bénézit F, Geslin M, Polard E, Baldeyrou M, Turmel V, Tadié É, Garlantezec R, Tattevin P. COVID-19 vaccine hesitancy among healthcare workers. Infect Dis Now. 2021;51(5):484–7.CrossRef Paris C, Bénézit F, Geslin M, Polard E, Baldeyrou M, Turmel V, Tadié É, Garlantezec R, Tattevin P. COVID-19 vaccine hesitancy among healthcare workers. Infect Dis Now. 2021;51(5):484–7.CrossRef
16.
go back to reference Adeyanju GC, Engel E, Koch L, Ranzinger T, Shahid IBM, Head MG, Eitze S, Betsch C. Determinants of influenza vaccine hesitancy among pregnant women in Europe: a systematic review. Eur J Med Res. 2021;26(1):116.CrossRef Adeyanju GC, Engel E, Koch L, Ranzinger T, Shahid IBM, Head MG, Eitze S, Betsch C. Determinants of influenza vaccine hesitancy among pregnant women in Europe: a systematic review. Eur J Med Res. 2021;26(1):116.CrossRef
17.
go back to reference Kelekar AK, Lucia VC, Afonso NM, Mascarenhas AK. COVID-19 vaccine acceptance and hesitancy among dental and medical students. J Am Dent Assoc. 2021;152(8):596–603.CrossRef Kelekar AK, Lucia VC, Afonso NM, Mascarenhas AK. COVID-19 vaccine acceptance and hesitancy among dental and medical students. J Am Dent Assoc. 2021;152(8):596–603.CrossRef
18.
go back to reference Hudson A, Montelpare WJ. Predictors of Vaccine Hesitancy: Implications for COVID-19 Public Health Messaging. Int J Environ Res Public Health. 2021;18(15):8054.CrossRef Hudson A, Montelpare WJ. Predictors of Vaccine Hesitancy: Implications for COVID-19 Public Health Messaging. Int J Environ Res Public Health. 2021;18(15):8054.CrossRef
19.
go back to reference Bartoš V, Bauer M, Cahlíková J, Chytilová J. Communicating doctors’ consensus persistently increases COVID-19 vaccinations. Nature. 2022;606(7914):542–9.CrossRef Bartoš V, Bauer M, Cahlíková J, Chytilová J. Communicating doctors’ consensus persistently increases COVID-19 vaccinations. Nature. 2022;606(7914):542–9.CrossRef
20.
go back to reference Joshi A, Kaur M, Kaur R, Grover A, Nash D, El-Mohandes A. Predictors of COVID-19 Vaccine Acceptance, Intention, and Hesitancy: A Scoping Review. Front Public Health. 2021;9:698111.CrossRef Joshi A, Kaur M, Kaur R, Grover A, Nash D, El-Mohandes A. Predictors of COVID-19 Vaccine Acceptance, Intention, and Hesitancy: A Scoping Review. Front Public Health. 2021;9:698111.CrossRef
21.
go back to reference Huang X. Migrant Workers’ Willingness to Participate in Workplace Health Promotion Programs: The Role of Interpersonal and Political Trust in China. Front Public Health. 2020;8:306.CrossRef Huang X. Migrant Workers’ Willingness to Participate in Workplace Health Promotion Programs: The Role of Interpersonal and Political Trust in China. Front Public Health. 2020;8:306.CrossRef
22.
go back to reference Lin J, Nguyen MTN. The cycle of commodification: migrant labour, welfare, and the market in global China and Vietnam. Global Public Policy and Governance. 2021;1(3):321–39.CrossRef Lin J, Nguyen MTN. The cycle of commodification: migrant labour, welfare, and the market in global China and Vietnam. Global Public Policy and Governance. 2021;1(3):321–39.CrossRef
23.
go back to reference Murphy J, Vallieres F, Bentall RP, Shevlin M, McBride O, Hartman TK, McKay R, Bennett K, Mason L, Gibson-Miller J, et al. Psychological characteristics associated with COVID-19 vaccine hesitancy and resistance in Ireland and the United Kingdom. Nat Commun. 2021;12(1):29.CrossRef Murphy J, Vallieres F, Bentall RP, Shevlin M, McBride O, Hartman TK, McKay R, Bennett K, Mason L, Gibson-Miller J, et al. Psychological characteristics associated with COVID-19 vaccine hesitancy and resistance in Ireland and the United Kingdom. Nat Commun. 2021;12(1):29.CrossRef
24.
go back to reference Han K, Francis MR, Zhang R, Wang Q, Xia A, Lu L, Yang B, Hou Z. Confidence, Acceptance and Willingness to Pay for the COVID-19 Vaccine among Migrants in Shanghai, China: A Cross-Sectional Study. Vaccines (Basel). 2021;9(5):443.CrossRef Han K, Francis MR, Zhang R, Wang Q, Xia A, Lu L, Yang B, Hou Z. Confidence, Acceptance and Willingness to Pay for the COVID-19 Vaccine among Migrants in Shanghai, China: A Cross-Sectional Study. Vaccines (Basel). 2021;9(5):443.CrossRef
26.
go back to reference Wang C, Han B, Zhao T, Liu H, Liu B, Chen L, Xie M, Liu J, Zheng H, Zhang S, et al. Vaccination willingness, vaccine hesitancy, and estimated coverage at the first round of COVID-19 vaccination in China: A national cross-sectional study. Vaccine. 2021;39(21):2833–42.CrossRef Wang C, Han B, Zhao T, Liu H, Liu B, Chen L, Xie M, Liu J, Zheng H, Zhang S, et al. Vaccination willingness, vaccine hesitancy, and estimated coverage at the first round of COVID-19 vaccination in China: A national cross-sectional study. Vaccine. 2021;39(21):2833–42.CrossRef
27.
go back to reference Wang J, Jing R, Lai X, Zhang H, Lyu Y, Knoll MD, Fang H. Acceptance of COVID-19 Vaccination during the COVID-19 Pandemic in China. Vaccines (Basel). 2020;8(3):482.CrossRef Wang J, Jing R, Lai X, Zhang H, Lyu Y, Knoll MD, Fang H. Acceptance of COVID-19 Vaccination during the COVID-19 Pandemic in China. Vaccines (Basel). 2020;8(3):482.CrossRef
28.
go back to reference Wu J, Xu D, Li Q, Tarimo CS, Wang M, Gu J, Wei W, Zhang X, Huang Y, Ma M, et al. The association between lifestyle and COVID-19 vaccine hesitancy in China: A large-scale cross-sectional survey. J Affect Disord. 2022;313:92–9.CrossRef Wu J, Xu D, Li Q, Tarimo CS, Wang M, Gu J, Wei W, Zhang X, Huang Y, Ma M, et al. The association between lifestyle and COVID-19 vaccine hesitancy in China: A large-scale cross-sectional survey. J Affect Disord. 2022;313:92–9.CrossRef
29.
go back to reference Wang J, Ji Q, Dong S, Zhao S, Li X, Zhu Q, Long S, Zhang J, Jin H. Factors Influencing Vaccine Hesitancy in China: A Qualitative Study. Vaccines (Basel). 2021;9(11):1291.CrossRef Wang J, Ji Q, Dong S, Zhao S, Li X, Zhu Q, Long S, Zhang J, Jin H. Factors Influencing Vaccine Hesitancy in China: A Qualitative Study. Vaccines (Basel). 2021;9(11):1291.CrossRef
30.
go back to reference Chen L, Yu Z, Luo X, Huang Z. Intimate partner violence against married rural-to-urban migrant workers in eastern China: prevalence, patterns, and associated factors. BMC Public Health. 2016;16(1):1232.CrossRef Chen L, Yu Z, Luo X, Huang Z. Intimate partner violence against married rural-to-urban migrant workers in eastern China: prevalence, patterns, and associated factors. BMC Public Health. 2016;16(1):1232.CrossRef
31.
go back to reference Lu L, Zhang Q, Xiao J, Zhang Y, Peng W, Han X, Chen S, Yang D, Sander JW, Zhou D, et al. COVID-19 vaccine take-up rate and safety in adults with epilepsy: Data from a multicenter study in China. Epilepsia. 2022;63(1):244–51.CrossRef Lu L, Zhang Q, Xiao J, Zhang Y, Peng W, Han X, Chen S, Yang D, Sander JW, Zhou D, et al. COVID-19 vaccine take-up rate and safety in adults with epilepsy: Data from a multicenter study in China. Epilepsia. 2022;63(1):244–51.CrossRef
32.
go back to reference Lazarus JV, Wyka K, White TM, Picchio CA, Rabin K, Ratzan SC, Parsons Leigh J, Hu J, El-Mohandes A. Revisiting COVID-19 vaccine hesitancy around the world using data from 23 countries in 2021. Nat Commun. 2022;13(1):3801.CrossRef Lazarus JV, Wyka K, White TM, Picchio CA, Rabin K, Ratzan SC, Parsons Leigh J, Hu J, El-Mohandes A. Revisiting COVID-19 vaccine hesitancy around the world using data from 23 countries in 2021. Nat Commun. 2022;13(1):3801.CrossRef
33.
go back to reference Sallam M. COVID-19 Vaccine Hesitancy Worldwide: A Concise Systematic Review of Vaccine Acceptance Rates. Vaccines (Basel). 2021;9(2):160.CrossRef Sallam M. COVID-19 Vaccine Hesitancy Worldwide: A Concise Systematic Review of Vaccine Acceptance Rates. Vaccines (Basel). 2021;9(2):160.CrossRef
34.
go back to reference Wang Q, Yang L, Jin H, Lin L. Vaccination against COVID-19: A systematic review and meta-analysis of acceptability and its predictors. Prev Med. 2021;150:106694.CrossRef Wang Q, Yang L, Jin H, Lin L. Vaccination against COVID-19: A systematic review and meta-analysis of acceptability and its predictors. Prev Med. 2021;150:106694.CrossRef
35.
go back to reference Bish A, Yardley L, Nicoll A, Michie S. Factors associated with uptake of vaccination against pandemic influenza: a systematic review. Vaccine. 2011;29(38):6472–84.CrossRef Bish A, Yardley L, Nicoll A, Michie S. Factors associated with uptake of vaccination against pandemic influenza: a systematic review. Vaccine. 2011;29(38):6472–84.CrossRef
36.
go back to reference Goldman RD, Yan TD, Seiler M, Parra Cotanda C, Brown JC, Klein EJ, Hoeffe J, Gelernter R, Hall JE, Davis AL, et al. Caregiver willingness to vaccinate their children against COVID-19: Cross sectional survey. Vaccine. 2020;38(48):7668–73.CrossRef Goldman RD, Yan TD, Seiler M, Parra Cotanda C, Brown JC, Klein EJ, Hoeffe J, Gelernter R, Hall JE, Davis AL, et al. Caregiver willingness to vaccinate their children against COVID-19: Cross sectional survey. Vaccine. 2020;38(48):7668–73.CrossRef
37.
go back to reference Peretti-Watel P, Seror V, Cortaredona S, Launay O, Raude J, Verger P, Fressard L, Beck F, Legleye S, L’Haridon O, et al. A future vaccination campaign against COVID-19 at risk of vaccine hesitancy and politicisation. Lancet Infect Dis. 2020;20(7):769–70.CrossRef Peretti-Watel P, Seror V, Cortaredona S, Launay O, Raude J, Verger P, Fressard L, Beck F, Legleye S, L’Haridon O, et al. A future vaccination campaign against COVID-19 at risk of vaccine hesitancy and politicisation. Lancet Infect Dis. 2020;20(7):769–70.CrossRef
38.
go back to reference Kricorian K, Civen R, Equils O. COVID-19 vaccine hesitancy: misinformation and perceptions of vaccine safety. Hum Vaccin Immunother. 2022;18(1):1950504.CrossRef Kricorian K, Civen R, Equils O. COVID-19 vaccine hesitancy: misinformation and perceptions of vaccine safety. Hum Vaccin Immunother. 2022;18(1):1950504.CrossRef
39.
go back to reference de la PorteroCruz S, Cebrino J. Trends, Coverage and Influencing Determinants of Influenza Vaccination in the Elderly: A Population-Based National Survey in Spain (2006–2017). Vaccines (Basel). 2020;8(2):327.CrossRef de la PorteroCruz S, Cebrino J. Trends, Coverage and Influencing Determinants of Influenza Vaccination in the Elderly: A Population-Based National Survey in Spain (2006–2017). Vaccines (Basel). 2020;8(2):327.CrossRef
40.
go back to reference Bock JO, Hajek A, König HH. Psychological determinants of influenza vaccination. BMC Geriatr. 2017;17(1):194.CrossRef Bock JO, Hajek A, König HH. Psychological determinants of influenza vaccination. BMC Geriatr. 2017;17(1):194.CrossRef
41.
go back to reference Yeung MP, Lam FL, Coker R. Factors associated with the uptake of seasonal influenza vaccination in adults: a systematic review. J Public Health (Oxf). 2016;38(4):746–53. Yeung MP, Lam FL, Coker R. Factors associated with the uptake of seasonal influenza vaccination in adults: a systematic review. J Public Health (Oxf). 2016;38(4):746–53.
42.
go back to reference West JR, Nornes HO, Barnes CL, Bronfenbrenner M. The cells of origin of the commissural afferents to the area dentata in the mouse. Brain Res. 1979;160(2):203–15.CrossRef West JR, Nornes HO, Barnes CL, Bronfenbrenner M. The cells of origin of the commissural afferents to the area dentata in the mouse. Brain Res. 1979;160(2):203–15.CrossRef
43.
go back to reference Detoc M, Bruel S, Frappe P, Tardy B, Botelho-Nevers E, Gagneux-Brunon A. Intention to participate in a COVID-19 vaccine clinical trial and to get vaccinated against COVID-19 in France during the pandemic. Vaccine. 2020;38(45):7002–6.CrossRef Detoc M, Bruel S, Frappe P, Tardy B, Botelho-Nevers E, Gagneux-Brunon A. Intention to participate in a COVID-19 vaccine clinical trial and to get vaccinated against COVID-19 in France during the pandemic. Vaccine. 2020;38(45):7002–6.CrossRef
44.
go back to reference Faasse K, Newby J. Public Perceptions of COVID-19 in Australia: Perceived Risk, Knowledge, Health-Protective Behaviors, and Vaccine Intentions. Front Psychol. 2020;11:551004.CrossRef Faasse K, Newby J. Public Perceptions of COVID-19 in Australia: Perceived Risk, Knowledge, Health-Protective Behaviors, and Vaccine Intentions. Front Psychol. 2020;11:551004.CrossRef
45.
go back to reference Slovic P, Peters E. Risk perception and affect. Curr Dir Psychol Sci. 2006;15(6):322–5.CrossRef Slovic P, Peters E. Risk perception and affect. Curr Dir Psychol Sci. 2006;15(6):322–5.CrossRef
46.
go back to reference Slovic P. What’s fear got to do with it-It’s affect we need to worry about. Mo L Rev. 2004;69:971. Slovic P. What’s fear got to do with it-It’s affect we need to worry about. Mo L Rev. 2004;69:971.
47.
go back to reference Caserotti M, Girardi P, Rubaltelli E, Tasso A, Lotto L, Gavaruzzi T. Associations of COVID-19 risk perception with vaccine hesitancy over time for Italian residents. Soc Sci Med. 2021;272:113688.CrossRef Caserotti M, Girardi P, Rubaltelli E, Tasso A, Lotto L, Gavaruzzi T. Associations of COVID-19 risk perception with vaccine hesitancy over time for Italian residents. Soc Sci Med. 2021;272:113688.CrossRef
Metadata
Title
COVID-19 vaccine uptake and vaccine hesitancy in rural-to-urban migrant workers at the first round of COVID-19 vaccination in China
Authors
Liuzhi Hong
Zhou Jin
Kewei Xu
Guanghui Shen
Yang Zou
Ran Li
Lu Xu
Dexuan Wang
Li Chen
Yili Wu
Weihong Song
Publication date
01-12-2023
Publisher
BioMed Central
Published in
BMC Public Health / Issue 1/2023
Electronic ISSN: 1471-2458
DOI
https://doi.org/10.1186/s12889-023-15068-1

Other articles of this Issue 1/2023

BMC Public Health 1/2023 Go to the issue