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Published in: Human Resources for Health 1/2019

Open Access 01-12-2019 | Research

For more than money: willingness of health professionals to stay in remote Senegal

Authors: Ayako Honda, Nicolas Krucien, Mandy Ryan, Ibrahima Ska Ndella Diouf, Malick Salla, Mari Nagai, Noriko Fujita

Published in: Human Resources for Health | Issue 1/2019

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Abstract

Background

Poor distribution of already inadequate numbers of health professionals seriously constrains equitable access to health services in low- and middle-income countries. The Senegalese Government is currently developing policy to encourage health professionals to remain in areas defined as ‘difficult’. Understanding health professional’s preferences is crucial for this policy development.

Methods

Working with the Senegalese Government, a choice experiment (CE) was developed to elicit the job preferences of physicians and non-physicians. Attributes were defined using a novel mixed-methods approach, combining interviews and best-worst scaling (Case 1). Six attributes were categorised as ‘individual (extrinsic) incentive’ attributes (‘type of contract’, ‘provision of training opportunities’, ‘provision of an allowance’ and ‘provision of accommodation’) or ‘functioning health system’ attributes (‘availability of basic equipment in health facilities’ and ‘provision of supportive supervision by health administrators’). Using face-to-face interviews, the CE was administered to 55 physicians (3909 observations) and 246 non-physicians (17 961 observations) randomly selected from those working in eight ‘difficult’ regions in Senegal. Conditional logit was used to analyse responses. This is the first CE to both explore the impact of contract type on rural retention and to estimate value of attributes in terms of willingness to stay (WTS) in current rural post.

Results

For both physicians and non-physicians, a permanent contract is the most important determinant of rural job retention, followed by availability of equipment and provision of training opportunities. Retention probabilities suggest that policy reform affecting only a single attribute is unlikely to encourage health professionals to remain in ‘difficult’ regions. The relative importance of an allowance is low; however, the level of such financial incentives requires further investigation.

Conclusion

Contract type is a key factor impacting on retention. This has led the Senegalese Health Ministry to introduce a new rural assignment policy that recruits permanent staff from the pool of annually contracted healthcare professionals on the condition that they take up rural posts. While this is a useful policy development, further efforts to retain rural health workers, considering both personal incentives and the functioning of health systems, are necessary to ensure health worker numbers are adequate to meet the needs of rural communities.
Literature
1.
go back to reference Global Health Workforce Alliance. Health workforce 2030 – towards a global strategy on human resources for health [Synthesis paper]. Geneva: World Health Organization; 2015. Global Health Workforce Alliance. Health workforce 2030 – towards a global strategy on human resources for health [Synthesis paper]. Geneva: World Health Organization; 2015.
2.
go back to reference World Health Organization. Health workforce requirements for universal health coverage and the sustainable development goals. Geneva: World Health Organization; 2016. World Health Organization. Health workforce requirements for universal health coverage and the sustainable development goals. Geneva: World Health Organization; 2016.
3.
go back to reference Araújoa EC, Maeda A. How to rectuit and retain health workers in rural and remote areas in developing countries: a guidance note. Washington, DC: World Bank; 2013. Araújoa EC, Maeda A. How to rectuit and retain health workers in rural and remote areas in developing countries: a guidance note. Washington, DC: World Bank; 2013.
4.
go back to reference World Bank: World development indicators. 2017. World Bank: World development indicators. 2017.
5.
go back to reference Buchan J, Couper ID, Tangcharoensathien V, Thepannya K, Jaskiewicz W, Perfilieva G, Dolea C. Early implementation of WHO recommendations for the retention of health workers in remote and rural areas. Bull World Health Organ. 2013;91(11):834–40.CrossRef Buchan J, Couper ID, Tangcharoensathien V, Thepannya K, Jaskiewicz W, Perfilieva G, Dolea C. Early implementation of WHO recommendations for the retention of health workers in remote and rural areas. Bull World Health Organ. 2013;91(11):834–40.CrossRef
6.
go back to reference Serneels P. Internal geographical imbalances: the role of human resources quality and quantity. In: Culyer AJ, editor. Encycopedia of Health Economics. Amsterdam: Elsevier; 2014. Serneels P. Internal geographical imbalances: the role of human resources quality and quantity. In: Culyer AJ, editor. Encycopedia of Health Economics. Amsterdam: Elsevier; 2014.
7.
go back to reference Ministère de la Santé et de l’Action Sociale du Sénégal. Profil des Ressources Humaines du Sénégal. Dakar: Direction des Ressources Humaines, Ministère de la Santé et de l’Action Sociale du Sénégal; 2012. Ministère de la Santé et de l’Action Sociale du Sénégal. Profil des Ressources Humaines du Sénégal. Dakar: Direction des Ressources Humaines, Ministère de la Santé et de l’Action Sociale du Sénégal; 2012.
9.
go back to reference Zurn P, Codjia L, Sall FL, Braichet JM. How to recruit and retain health workers in underserved areas: the Senegalese experience. Bull World Health Organ. 2010;88(5):386–9.CrossRef Zurn P, Codjia L, Sall FL, Braichet JM. How to recruit and retain health workers in underserved areas: the Senegalese experience. Bull World Health Organ. 2010;88(5):386–9.CrossRef
10.
go back to reference World Bank. Service delivery indicators: Senegal. Washington, DC: World Bank; 2013. World Bank. Service delivery indicators: Senegal. Washington, DC: World Bank; 2013.
11.
go back to reference Ministère de la Santé et de l’Action Sociale du Sénégal. Atelier de Partage et de Validation des Stratégies de Couverture des Zones Difficiles en Personnels de Santé: Rapport de Synthèse. Dakar: Direction des Ressources Humaines, Ministère de la Santé et de l’Action Sociale du Sénégal; 2010. Ministère de la Santé et de l’Action Sociale du Sénégal. Atelier de Partage et de Validation des Stratégies de Couverture des Zones Difficiles en Personnels de Santé: Rapport de Synthèse. Dakar: Direction des Ressources Humaines, Ministère de la Santé et de l’Action Sociale du Sénégal; 2010.
12.
go back to reference De Bekker-Grob E, Ryan M, Gerard K. Discrete choice experiments in health economics: a review of the literature. Health Econ. 2012;21(2):145–72.CrossRef De Bekker-Grob E, Ryan M, Gerard K. Discrete choice experiments in health economics: a review of the literature. Health Econ. 2012;21(2):145–72.CrossRef
13.
go back to reference Mandeville KL, Lagarde M, Hanson K. The use of discrete choice experiments to inform health workforce policy: a systematic review. BMC Health Serv Res. 2014;14:367.CrossRef Mandeville KL, Lagarde M, Hanson K. The use of discrete choice experiments to inform health workforce policy: a systematic review. BMC Health Serv Res. 2014;14:367.CrossRef
14.
go back to reference Nagai M, Fujita N, Diouf IS, Salla M. Retention of qualified healthcare workers in rural Senegal: lessons learned from a qualitative study. Rural Remote Health. 2017;17(3):4149.CrossRef Nagai M, Fujita N, Diouf IS, Salla M. Retention of qualified healthcare workers in rural Senegal: lessons learned from a qualitative study. Rural Remote Health. 2017;17(3):4149.CrossRef
15.
go back to reference Flynn TN, Louviere JJ, Peters TJ, Coast J. Best-worst scaling: what it can do for health care research and how to do it. J Health Econ. 2007;26(1):171–89.CrossRef Flynn TN, Louviere JJ, Peters TJ, Coast J. Best-worst scaling: what it can do for health care research and how to do it. J Health Econ. 2007;26(1):171–89.CrossRef
16.
go back to reference Louviere J, Lings I, Islam T, Gudergan S, Flynn T. An introduction to the application of (case 1) best–worst scaling in marketing research. Int J Res Mark. 2013;30(3):292–303.CrossRef Louviere J, Lings I, Islam T, Gudergan S, Flynn T. An introduction to the application of (case 1) best–worst scaling in marketing research. Int J Res Mark. 2013;30(3):292–303.CrossRef
17.
go back to reference Ryan M, Kolstad J, Rockers P, Dolea C. User guide with case studies: how to conduct a discrete choice experiment for health workforce recruitment and retention in remote and rural areas. Washington, DC: World Bank; 2012. Ryan M, Kolstad J, Rockers P, Dolea C. User guide with case studies: how to conduct a discrete choice experiment for health workforce recruitment and retention in remote and rural areas. Washington, DC: World Bank; 2012.
18.
go back to reference Ryan M, Gerard K, Amaya-Amaya M, editors. Using discrete choice experiments to value health and health care. Dordrecht: Springer; 2008. Ryan M, Gerard K, Amaya-Amaya M, editors. Using discrete choice experiments to value health and health care. Dordrecht: Springer; 2008.
19.
go back to reference Louviere J, Hensher D, Swait J. Stated choice methods: analysis and application, first edition edn. Cambridge: Cambridge University Press; 2000.CrossRef Louviere J, Hensher D, Swait J. Stated choice methods: analysis and application, first edition edn. Cambridge: Cambridge University Press; 2000.CrossRef
20.
go back to reference Bennett J, Birol E, editors. Choice experiments in developing countries: implementation, challenges and policy implications. Cheltenham and Northampton: Edward Elgar; 2010. Bennett J, Birol E, editors. Choice experiments in developing countries: implementation, challenges and policy implications. Cheltenham and Northampton: Edward Elgar; 2010.
21.
go back to reference McFadden D. Conditional logit analysis of qualitative choice behavior. In: Zarembka P, editor. Frontiers in econometrics. edn. New York: Academic Press; 1974. p. 105–42. McFadden D. Conditional logit analysis of qualitative choice behavior. In: Zarembka P, editor. Frontiers in econometrics. edn. New York: Academic Press; 1974. p. 105–42.
22.
go back to reference Manski C. The structure of random utility models. Theor Decis. 1977;8(3):229–54.CrossRef Manski C. The structure of random utility models. Theor Decis. 1977;8(3):229–54.CrossRef
23.
go back to reference Hole AR. WTP: Stata module to estimate confidence intervals for WTP measures; 2007. Hole AR. WTP: Stata module to estimate confidence intervals for WTP measures; 2007.
24.
go back to reference Takemura T, Kielmann K, Blaauw D. Job preferences among clinical officers in public sector facilities in rural Kenya: a discrete choice experiment. Human Resources for Health. 2016;14:1. Takemura T, Kielmann K, Blaauw D. Job preferences among clinical officers in public sector facilities in rural Kenya: a discrete choice experiment. Human Resources for Health. 2016;14:1.
25.
go back to reference Mandeville KL, Ulaya G, Lagarde M, Muula AS, Dzowela T, Hanson K. The use of specialty training to retain doctors in Malawi: a discrete choice experiment. Soc Sci Med (1982). 2016;169:109–18.CrossRef Mandeville KL, Ulaya G, Lagarde M, Muula AS, Dzowela T, Hanson K. The use of specialty training to retain doctors in Malawi: a discrete choice experiment. Soc Sci Med (1982). 2016;169:109–18.CrossRef
26.
go back to reference Honda A, Vio F. Incentives for non-physician health professionals to work in the rural and remote areas of Mozambique--a discrete choice experiment for eliciting job preferences. Hum Resour Health. 2015;13:23.CrossRef Honda A, Vio F. Incentives for non-physician health professionals to work in the rural and remote areas of Mozambique--a discrete choice experiment for eliciting job preferences. Hum Resour Health. 2015;13:23.CrossRef
27.
go back to reference Rockers PC, Jaskiewicz W, Wurts L, Kruk ME, Mgomella GS, Ntalazi F, Tulenko K. Preferences for working in rural clinics among trainee health professionals in Uganda: a discrete choice experiment. BMC Health Serv Res. 2012;12:212.CrossRef Rockers PC, Jaskiewicz W, Wurts L, Kruk ME, Mgomella GS, Ntalazi F, Tulenko K. Preferences for working in rural clinics among trainee health professionals in Uganda: a discrete choice experiment. BMC Health Serv Res. 2012;12:212.CrossRef
28.
go back to reference Kolstad J. How to make rural jobs more attractive to health workers. Findings from a discrete choice experiment in Tanzania. Health Econ. 2011;20(2):196-211. Kolstad J. How to make rural jobs more attractive to health workers. Findings from a discrete choice experiment in Tanzania. Health Econ. 2011;20(2):196-211.
29.
go back to reference Kruk ME, Johnson JC, Gyakobo M, Agyei-Baffour P, Asabir K, Kotha SR, Kwansah J, Nakua E, Snow RC, Dzodzomenyo M. Rural practice preferences among medical students in Ghana: a discrete choice experiment. Bull World Health Organ. 2010;88(5):333–41.CrossRef Kruk ME, Johnson JC, Gyakobo M, Agyei-Baffour P, Asabir K, Kotha SR, Kwansah J, Nakua E, Snow RC, Dzodzomenyo M. Rural practice preferences among medical students in Ghana: a discrete choice experiment. Bull World Health Organ. 2010;88(5):333–41.CrossRef
30.
go back to reference Mangham L, Hanson K. Employment preferences of public sector nurses in Malawi: results from a discrete choice experiment. Tropical Med Int Health. 2008;13(12):1433–41.CrossRef Mangham L, Hanson K. Employment preferences of public sector nurses in Malawi: results from a discrete choice experiment. Tropical Med Int Health. 2008;13(12):1433–41.CrossRef
31.
go back to reference Hanson K, Jack W. Health worker preferences for job attributes in Ethiopia: results from a discrete choice experiment. Washington, DC: World Bank; 2008. Hanson K, Jack W. Health worker preferences for job attributes in Ethiopia: results from a discrete choice experiment. Washington, DC: World Bank; 2008.
32.
go back to reference Robyn PJ, Shroff Z, Zang OR, Kingue S, Djienouassi S, Kouontchou C, Sorgho G. Addressing health workforce distribution concerns: a discrete choice experiment to develop rural retention strategies in Cameroon. Int J Health Policy Manage. 2015;4(3):169–80.CrossRef Robyn PJ, Shroff Z, Zang OR, Kingue S, Djienouassi S, Kouontchou C, Sorgho G. Addressing health workforce distribution concerns: a discrete choice experiment to develop rural retention strategies in Cameroon. Int J Health Policy Manage. 2015;4(3):169–80.CrossRef
33.
go back to reference Yaya Bocoum F, Koné E, Kouanda S, Yaméogo WME, Bado AR. Which incentive package will retain regionalized health personnel in Burkina Faso: a discrete choice experiment. Hum Resour Health. 2014;12(Suppl 1):S7.CrossRef Yaya Bocoum F, Koné E, Kouanda S, Yaméogo WME, Bado AR. Which incentive package will retain regionalized health personnel in Burkina Faso: a discrete choice experiment. Hum Resour Health. 2014;12(Suppl 1):S7.CrossRef
34.
go back to reference Miranda JJ, Diez-Canseco F, Lema C, Lescano AG, Lagarde M, Blaauw D, Huicho L. Stated preferences of doctors for choosing a job in rural areas of Peru: a discrete choice experiment. PLoS One. 2012;7(12):e50567.CrossRef Miranda JJ, Diez-Canseco F, Lema C, Lescano AG, Lagarde M, Blaauw D, Huicho L. Stated preferences of doctors for choosing a job in rural areas of Peru: a discrete choice experiment. PLoS One. 2012;7(12):e50567.CrossRef
35.
go back to reference Rockers PC, Jaskiewicz W, Kruk ME, Phathammavong O, Vangkonevilay P, Paphassarang C, Phachanh IT, Wurts L, Tulenko K. Differences in preferences for rural job postings between nursing students and practicing nurses: evidence from a discrete choice experiment in Lao People's Democratic Republic. Hum Resour Health. 2013;11:22.CrossRef Rockers PC, Jaskiewicz W, Kruk ME, Phathammavong O, Vangkonevilay P, Paphassarang C, Phachanh IT, Wurts L, Tulenko K. Differences in preferences for rural job postings between nursing students and practicing nurses: evidence from a discrete choice experiment in Lao People's Democratic Republic. Hum Resour Health. 2013;11:22.CrossRef
36.
go back to reference Réseau Vision Tokyo 2010. L’analyse situationnelle des ressources humaines en santé des membres membres du Réseau Vision Tokyo 2010. Tokyo: Réseau Vision Tokyo 2010; 2017. Réseau Vision Tokyo 2010. L’analyse situationnelle des ressources humaines en santé des membres membres du Réseau Vision Tokyo 2010. Tokyo: Réseau Vision Tokyo 2010; 2017.
37.
go back to reference Vindigni SM, Riley PL, Kimani F, Willy R, Warutere P, Sabatier JF, Kiriinya R, Friedman M, Osumba M, Waudo AN, et al. Kenya’s emergency-hire nursing programme: a pilot evaluation of health service delivery in two districts. Hum Resour Health. 2014;12(1):16.CrossRef Vindigni SM, Riley PL, Kimani F, Willy R, Warutere P, Sabatier JF, Kiriinya R, Friedman M, Osumba M, Waudo AN, et al. Kenya’s emergency-hire nursing programme: a pilot evaluation of health service delivery in two districts. Hum Resour Health. 2014;12(1):16.CrossRef
38.
go back to reference Lagarde M, Blaauw D. A review of the application and contribution of discrete choice experiments to inform human resources policy interventions. Hum Resour Health. 2009;7(1):62.CrossRef Lagarde M, Blaauw D. A review of the application and contribution of discrete choice experiments to inform human resources policy interventions. Hum Resour Health. 2009;7(1):62.CrossRef
39.
go back to reference Smitz M-F, Witter S, Lemiere C, Eozenou PH-V, Lievens T, Zaman RU, Engelhardt K, Hou X. Understanding health workers’ job preferences to improve rural retention in Timor-Leste: findings from a discrete choice experiment. PLoS One. 2016;11(11):e0165940.CrossRef Smitz M-F, Witter S, Lemiere C, Eozenou PH-V, Lievens T, Zaman RU, Engelhardt K, Hou X. Understanding health workers’ job preferences to improve rural retention in Timor-Leste: findings from a discrete choice experiment. PLoS One. 2016;11(11):e0165940.CrossRef
40.
go back to reference Vujicic M, Shengelia B, Alfano M, Thu HB. Physician shortages in rural Vietnam: using a labor market approach to inform policy. Soc Sci Med. 2011;73(7):970–7.CrossRef Vujicic M, Shengelia B, Alfano M, Thu HB. Physician shortages in rural Vietnam: using a labor market approach to inform policy. Soc Sci Med. 2011;73(7):970–7.CrossRef
41.
go back to reference Ageyi-Baffour P, Rominski S, Nakua E, Gyakobo M, Lori JR. Factors that influence midwifery students in Ghana when deciding where to practice: a discrete choice experiment. BMC Med Educ. 2013;13:64.CrossRef Ageyi-Baffour P, Rominski S, Nakua E, Gyakobo M, Lori JR. Factors that influence midwifery students in Ghana when deciding where to practice: a discrete choice experiment. BMC Med Educ. 2013;13:64.CrossRef
42.
go back to reference Alhassan RK, Nketiah-Amponsah E, Spieker N, Arhinful DK, Rinke de Wit TF. Assessing the impact of community engagement interventions on health worker motivation and experiences with clients in primary health facilities in Ghana: a randomized cluster trial. PLoS One. 2016;11(7):e0158541.CrossRef Alhassan RK, Nketiah-Amponsah E, Spieker N, Arhinful DK, Rinke de Wit TF. Assessing the impact of community engagement interventions on health worker motivation and experiences with clients in primary health facilities in Ghana: a randomized cluster trial. PLoS One. 2016;11(7):e0158541.CrossRef
Metadata
Title
For more than money: willingness of health professionals to stay in remote Senegal
Authors
Ayako Honda
Nicolas Krucien
Mandy Ryan
Ibrahima Ska Ndella Diouf
Malick Salla
Mari Nagai
Noriko Fujita
Publication date
01-12-2019
Publisher
BioMed Central
Published in
Human Resources for Health / Issue 1/2019
Electronic ISSN: 1478-4491
DOI
https://doi.org/10.1186/s12960-019-0363-7

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