McPake Barbara, Russo Giuliano, Tseng Fu-Min
Nossal Institute for Global Health, University of Melbourne, Carlton, Vic. 3010, Australia; Institute for International Health Development, Queen Margaret University, Edinburgh, UK.
Instituto de Higiene e Medicina Tropical, Universidade Nova de Lisboa, International Health and Biostatistics Unit, Rua da Junqueira 100, 1349-008, Lisbon, Portugal; Centro de Malária e Outras Doenças Tropicais, Instituto de Higiene e Medicina Tropical, Rua da Junqueira 100, 1349-008, Lisbon, Portugal.
Soc Sci Med. 2014 Dec;122:113-21. doi: 10.1016/j.socscimed.2014.10.040. Epub 2014 Oct 18.
Health professionals dual practice has received increasing attention, particularly in the context of the universal health coverage movement. This paper explores the determinants of doctors' choices to become a dual practitioner and of dual practitioners' choices to allocate time to the private sector in the capital cities of Mozambique, Guinea Bissau and Cape Verde. The data are drawn from a survey conducted in 2012 among 329 physicians. We use a two-part model to analyse the decision of both public and private practitioners to become dual practitioners, and to allocate time between public and private sectors. We impute potential earnings in public and private practice by using nearest-neighbour propensity score matching. Our results show that hourly wage in the private sector, number of dependents, length of time as a physician, work outside city, and being a specialist with or without technology all have a positive association with the probability of being a dual physician, while number of dependents displays a negative sign. Level of salaries in the public sector are not associated with dual practice engagement, with important implications for attempts aimed at retaining professionals in the public sector through wage increases. As predicted by theory that recognises doctors' role in price setting, earnings rates are not significant predictors of private sector time allocation; personal characteristics of physicians appear more important, such as age, number of dependents, specialist without technology, specialist with technology, and three reasons for not working more hours in the private sector. Answers to questions about the factors that limit working hours in the private sector have significant predictive power, suggesting that type of employment in the private sector may be an underlying determinant of both dual practice engagement and time allocation decisions.
卫生专业人员的双重执业受到了越来越多的关注,特别是在全民健康覆盖运动的背景下。本文探讨了莫桑比克、几内亚比绍和佛得角首都的医生选择成为双重执业者的决定因素,以及双重执业者在私营部门分配时间的决定因素。数据来自2012年对329名医生进行的一项调查。我们使用两部分模型来分析公共和私营执业者成为双重执业者的决定,以及在公共和私营部门之间分配时间的情况。我们通过使用最近邻倾向得分匹配来估算公共和私营执业中的潜在收入。我们的结果表明,私营部门的小时工资、受抚养人数、医生工作时长、城外工作以及是否为有或没有技术的专科医生,都与成为双重执业医生的概率呈正相关,而受抚养人数则显示出负相关。公共部门的薪资水平与双重执业参与度无关,这对于试图通过提高工资来留住公共部门专业人员的举措具有重要意义。正如认识到医生在价格设定中作用的理论所预测的那样,收入率并不是私营部门时间分配的重要预测因素;医生的个人特征似乎更为重要,例如年龄、受抚养人数、无技术的专科医生、有技术的专科医生,以及不在私营部门工作更长时间的三个原因。关于限制私营部门工作时间因素的问题答案具有显著的预测能力,这表明私营部门的就业类型可能是双重执业参与度和时间分配决策的一个潜在决定因素。