Public service motivation, public sector preference and employment of Kenyan medical doctor interns: a cross-sectional and prospective study.

BACKGROUND: Kenya grapples with a paradox; severe public sector workforce shortages co-exist with rising unemployment among healthcare professionals. Medical schools have increased trainee outputs, but only 45% of newly qualified/registered doctors were absorbed by the public sector during 2015-2018. In such a context, we explore what influences doctors' career choices at labour market entry, specifically understanding the role of public service motivation (PSM). METHODS: We conducted a cross-sectional and prospective study of interns and recently graduated doctors to examine PSM, their intention to work in the public sector and their final employment sector and status. We surveyed them on their PSM and job intentions and conducted a prospective follow-up survey of the interns, around one year later, to understand their employment status. FINDINGS: We recruited 356 baseline participants and followed up 76 out of 129 eligible interns. The overall PSM score was high among all participants (rated 4.50/5.00) irrespective of sector preferences. 48% (171/356) of the participants preferred to work in the public sector immediately after internship, alongside 16% (57/356) preferring direct entry into specialist training-commonly in the public sector. Only 13% (46/356) and 7% (25/365) preferred to work in the private or faith-based sector. Despite the high proportion of interns preferring public sector jobs, only 17% (13/76) were employed in the public sector at follow-up and 13% (10/76) were unemployed, due to lack of job availability. CONCLUSION: High PSM scores irrespective of sector preferences suggest that doctors are generally committed to serving the 'public good'. Many intended to work in the public sector but were unable to due to lack of job opportunities. Policymakers have an opportunity to tackle workforce gaps in the public sector as young doctors continue to express a preference for such work. To do this they should prioritise creating adequate and sustainable job opportunities.

Examining the absorption of post-internship medical officers into the public sector at county-level in devolved Kenya: a qualitative case study.

BACKGROUND: After Kenya's decentralization and constitutional changes in 2013, 47 devolved county governments are responsible for workforce planning and recruitment including for doctors/medical officers (MO). Data from the Ministry of Health suggested that less than half of these MOs are being absorbed by the public sector between 2015 and 2018. We aimed to examine how post-internship MOs are absorbed into the public sector at the county-level, as part of a broader project focusing on Kenya's human resources for health. METHODS: We employed a qualitative case study design informed by a simplified health labour market framework. Data included interviews with 30 MOs who finished their internship after 2018, 10 consultants who have supervised MOs, and 51 county/sub-county-level managers who are involved in MOs' planning and recruitment. A thematic analysis approach was used to examine recruitment processes, outcomes as well as perceived demand and supply. RESULTS: We found that Kenya has a large mismatch between supply and demand for MOs. An increasing number of medical schools are offering training in medicine while the demand for MOs in the county-level public sector has not been increasing at the same pace due to fiscal resource constraints and preference for other workforce cadres. The local Department of Health put in requests and participate in interviews but do not lead the recruitment process and respondents suggested that it can be subject to political interference and corruption. The imbalance of supply and demand is leading to unemployment, underemployment and migration of post-internship MOs with further impacts on MOs' wages and contract conditions, especially in the private sector. CONCLUSION: The mismatched supply and demand of MO accompanied by problematic recruitment processes led to many MOs not being absorbed by the public sector and subsequent unemployment and underemployment. Although Kenya has ambitious workforce norms, it may need to take a more pragmatic approach and initiate constructive policy dialogue with stakeholders spanning the education, public and private health sectors to better align MO training, recruitment and management.

How do foundation year and internship experience shape doctors' career intentions and decisions? A meta-ethnography.

PURPOSE: Foundation years or internships are an important period for junior doctors to apply their knowledge and gain clinical competency. Experiences gained during the foundation years or internships are likely to inform newly qualified doctors' opinions about how they want to continue their career. We aimed to understand how medical doctors' internship experiences influence their career intention/decision. METHODS: We conducted qualitative evidence synthesis using meta-ethnography. We searched six electronic bibliographic databases for papers published between 2000-2020 and included papers exploring how foundation years or internship experiences shape doctors' career intention/decisions, including in relation to migration, public/private/dual practice preference, rural/urban preference, and specialty choice. We used the GRADE-CERQual framework to rate confidence in review findings. RESULTS: We examined 23 papers out of 6085 citations screened. We abstracted three high-level inter-related themes across 14 conceptual categories: (1) Deciding the personal best fit both clinically and in general (which option is 'more me'?) through hands-on and real-life experiences (2) Exploring, experiencing and witnessing workplace norms; and (3) Worrying about the future in terms of job market policies, future training and professional development opportunities. Confidence in findings varied but was rated high in 8 conceptual categories. CONCLUSIONS: Our meta-ethnographic review revealed a range of ways in which internship experience shapes medical doctors' career intentions/decisions allowing us to produce a broad conceptual model of this phenomenon. The results highlight the importance of ensuring sufficient, positive and inspiring clinical exposure, improving workplace environment, relationship and culture, refraining from undermining specific specialities and communicating contractual and job market policies early on to young doctors, in order to attract doctors to less popular specialties or work locations where they are most needed. We propose our conceptual model should be further tested in new research across a range of contexts.

Informal care, older people, and COVID-19: Evidence from the UK.

The negative health effects and mortality caused by the COVID-19 pandemic disproportionately fell upon older and disabled people. Protecting these vulnerable groups has been a key policy priority throughout the pandemic and related vaccination campaigns. Using data from the latest survey of the UK Household Longitudinal Study on COVID-19 we found that people who receive informal care have higher probability of being infected when compared to those not receiving informal care. Further, we found that care recipients who are in the lowest income groups have a higher probability of catching the virus when compared to those in the highest income groups. We also estimated the likelihood of being infected for informal carers versus those who did not provide any care during the pandemic and found no significant differences between these two groups. Our empirical findings suggest that the standard measures introduced with the aim of protecting vulnerable groups, such as closing care homes or prioritising the vaccination of their staff, were not sufficient to avoid the spread of the virus amongst disabled and older people. Informal carers play an important role in the social care sector. As such, protecting vulnerable people by investing in the informal care sector should be a priority for future health policy.

The presence of care homes and excess deaths during the COVID-19 pandemic: Evidence from Italy.

This paper explores the relationship between the spatial distribution of excess deaths and the presence of care home facilities during the first wave of the COVID-19 outbreak in Italy. Using registry-based mortality data for Lombardy, one of the areas most severely hit by the pandemic we show that the presence of a care home in a municipality is associated with significantly higher excess death rates in the population. This effect appears to be driven by excess mortality in the elderly population of 70 years old and older. Our results are robust to controlling for the number of residents in each care home, suggesting that the presence of such facilities may have acted as one of factors contributing to the diffusion of COVID-19 at the local level.

Tools for measuring medical internship experience: a scoping review.

BACKGROUND: Appropriate and well-resourced medical internship training is important to ensure psychological health and well-being of doctors in training and also to recruit and retain these doctors. However, most reviews focused on clinical competency of medical interns instead of the non-clinical aspects of training. In this scoping review, we aim to review what tools exist to measure medical internship experience and summarize the major domains assessed. METHOD: The authors searched MEDLINE, Embase, PsycINFO, ERIC, and the Cochrane Library for peer-reviewed studies that provided quantitative data on medical intern's (house officer, foundation year doctor, etc.) internship experience and published between 2000 and 2019. Three reviewers screened studies for eligibility with inclusion criteria. Data including tools used, key themes examined, and psychometric properties within the study population were charted, collated, and summarized. Tools that were used in multiple studies, and tools with internal validity or reliability assessed directed in their intern population were reported. RESULTS: The authors identified 92 studies that were included in the analysis. The majority of studies were conducted in the US (n = 30, 32.6%) and the UK (n = 20, 21.7%), and only 14 studies (15.2%) were conducted in low- and middle-income countries. Major themes examined for internship experience included well-being, educational environment, and work condition and environment. For measuring well-being, standardized tools like the Maslach Burnout Inventory (for measuring burnout), Patient Health Questionnaire-9 (depression), General Health Questionnaire-12 or 30 (psychological distress) and Perceived Stress Scale (stress) were used multiple times. For educational environment and work condition and environment, there is a lack of widely used tools for interns that have undergone psychometric testing in this population other than the Postgraduate Hospital Educational Environment Measure, which has been used in four different countries. CONCLUSIONS: There are a large number of tools designed for measuring medical internship experience. International comparability of results from future studies would benefit if tools that have been more widely used are employed in studies on medical interns with further testing of their psychometric properties in different contexts.

The Effects of the Additional Roles Reimbursement Scheme (ARRS) staff in England on Prescription Patterns and Patient Satisfaction.

BACKGROUND: In 2019, the Additional Roles Reimbursement Scheme (ARRS) was introduced in England as a crucial component of the government's manifesto pledge to enhance access to general practice. The primary objective was to recruit 26,000 extra personnel through new roles into general practice. AIM: This study aimed to analyse the effects of ARRS staff on prescription rates and patient satisfaction. DESIGN AND SETTING: The study was a retrospective panel data analysis combining data from the General Workforce Minimum Dataset and National Health Service (NHS) Digital datasets about primary care practices and their activity from 2018 until 2022. The study included data from more than 6000 general practices. METHODS: A linear regression analysis was conducted to determine the association between ARRS staff and prescription rates and patient satisfaction, controlling for patient and practice characteristics. RESULTS: The results showed that ARSS roles tend to be more frequent in larger general practices, with fewer full-time general practitioners per patient, and with more overseas trained general practitioners. The use of ARRS staff was significantly associated with lower prescription rates (ß=-0.52, p<0.000) and higher patient satisfaction (ß=3.2, p<0.000), after controlling for patient and practice characteristics. CONCLUSION: This study suggests that ARRS has the potential to have a positive role in primary care, notably through reduced prescription rates and improved patient satisfaction. Further research is needed to explore the long-term effects of ARRS on primary care, including patient outcomes and health care costs, and the potential barriers to its implementation.

Trends and determinants of clinical staff retention in the English NHS: a double retrospective cohort study.

OBJECTIVES: To investigate how demographic, contractual and organisational factors are related to the retention of hospital workers in the English NHS. The study will specifically examine the trends in age-retention profiles. DESIGN: A double retrospective cross-cohort study using administrative data on senior and specialty doctors, nurses and midwives who were included in the 2009 and 2014 payrolls of all English NHS hospital Trusts. These individuals were tracked over time until 2019 to examine the associations between sociodemographic characteristics and the retention of hospital workers in each cohort. Logistic regressions were estimated at the individual worker level to analyse the data. Additionally, a multilevel panel regression was performed using linked payroll-survey data to investigate the association between hospital organisation characteristics and the retention of clinical staff. SETTING: Secondary acute and mental healthcare NHS hospital Trusts in England. PARTICIPANTS: 70 777 senior doctors (specialty and specialist doctors and hospital consultants) aged 30-70, and a total of 448 568 between nurses and midwives of any grade aged 20-70, employed by English NHS Trusts. PRIMARY OUTCOME MEASURES: Employee retention, measured through binary indicators for stayers and NHS leavers, at 1-year and 5-year horizons. RESULTS: Minority doctors had lower 1-year retention rates in acute care than white doctors, while minority nurses and midwives saw higher retention. Part-time roles decreased retention for doctors but improved it for nurses. Fixed-term contracts negatively impacted both groups' retention. Trends diverged for nurses and doctors from 2009 to 2014-nurses' retention declined while doctors' 5-year retention slightly rose. Engagement boosted retention among clinical staff under 51 years of age in acute care. For nurses over 50, addressing their feedback was positively associated with retention. CONCLUSIONS: Demographic and contractual factors appear to be stronger predictors of hospital staff retention than organisational characteristics.

Overseas general practitioners (GPs) and prescription behaviour in England.

The UK imports many doctors from abroad, where medical training and experience may differ. This study aims to understand how drug prescription behaviour varies in English GP practices with higher shares of foreign-trained GPs. Results indicate that in general prac- tices with a high proportion of GPs trained outside the UK, there are higher prescriptions for antibiotics, mental health medication, analgesics, antacids, and statins, while controlling for patient and practice characteristics. However, we found no significant impact on pa- tient satisfaction or unplanned hospitalisations, suggesting that this behaviour may be due to over-prescribing. Identifying differences in prescribing habits amongst GPs is crucial in deter- mining best policies for ensuring consistent services across GP practices and reducing health inequalities.

Eight years into the horizon of aspirational maternal and newborn health pledges: a nationwide cross-sectional exploration of the Burundian EmONC network capacity and budget deficits.

OBJECTIVE: The Burundian emergency obstetric and neonatal care (EmONC) programme, which was initiated in 2017 and supported by a specific policy, does not appear to reverse maternal and newborn mortality trends. Our study examined the capacity challenges facing participating EmONC facilities and developed alternative investment proposals to improve their readiness paying particular attention to EmONC professionals, physical infrastructure, and capital equipment. DESIGN: Cross-sectional study. SETTING: Burundian EmONC facilities (n=112). PARTICIPANTS: We examined EmONC policy documents, consulted 12 maternal and newborn health experts and 23 stakeholders and policymakers, surveyed all EmONC facilities (n=112), and collected cost data from the Ministry of Health and local suppliers in Burundi. We developed three context-specific EmONC resource benchmark standards by facility type; the Burundian policy norms and the expert minimum and maximum suggested thresholds; and used these alternatives to estimate EmONC resource gaps. We forecasted three corresponding budget estimates needed to address prevailing deficits taking a government perspective for a 5-year EmONC investment strategy. Additionally, we explored relationships between EmONC professionals and selected measures of service delivery using bivariate analyses and graphically. RESULTS: The lowest EmONC resource benchmark revealed that 95% of basic EmONC and all comprehensive EmONC facilities lack corresponding sets of human resources and 90% of all facilities need additional physical infrastructure and capital equipment. Assessed against the highest benchmark which proposes the most progressive set of standards for the prevailing workloads, Burundi would require 162 more medical doctors, 1005 midwives and nurses, 132 delivery rooms, 191 delivery tables, 678 and 156 maternity and newborn care beds, and 395 incubators amounting to US$32.9 million additional budget for 5 years. CONCLUSION: We demonstrated that Burundian EmONC facilities face enormous capacity challenges equivalent to US$32.9 million funding gap for 5 years; averagely approximating to 5.96% total health budget increase annually.

"If my buddies use drugs, will I?" Peer effects on Substance Consumption Among Teenagers.

During adolescence, interactions with peers influence a teen's attitudes and behaviors. Adolescents seek for peer approval and acceptance, which may bring them to engage in health-risky behaviors such as smoking and drinking. In this study, we estimate the impact of peers on the drug use of Spanish students aged 14 to 18. We focus on the consumption of alcohol and tobacco, the most prevalent substances used at those ages. We estimate the effect of the average classmates' consumption-the measure of peers' use-on individual consumption. Since peers' use affects individual use and vice versa, we correct for this bias using instrumental variables. Results show that peers' consumption increases substantially the probability of using alcohol, while it does not significantly affect tobacco consumption. Our results are not sensitive to using different time spans of consumption. This study shows also novel evidence indicating that the higher the proportion of grade-retained students in the class, the stronger the peer effects, especially for alcohol. This suggests that future reforms of the grade retention policy should also consider the negative effects on non-academic outcomes, such as substance use.

Studying informal care during the pandemic: mental health, gender and job status.

Unexpected negative health shocks such as COVID-19 put pressure on households to provide more care to relatives and friends. This study uses data from the UK Household Longitudinal Study to investigate the impact of informal caregiving on mental health during the COVID-19 pandemic. Using a difference-in-differences analysis, we find that individuals who started providing care after the pandemic began reported more mental health issues than those who never provided care. Additionally, the gender gap in mental health widened during the pandemic, with women more likely to report mental health issues. We also find that those who began providing care during the pandemic reduced their work hours compared to those who never provided care. Our results suggest that the COVID-19 pandemic has had a negative impact on the mental health of informal caregivers, particularly for women.

Symptomatic SARS-CoV-2 Episodes and Health-Related Quality of Life.

BACKGROUND: Understanding the physical and mental health needs of the population through evidence-based research is a priority for informing health policy. During the COVID-19 pandemic, population wellbeing dramatically dropped. The relationship between experiences of symptomatic illness episodes and health-related quality of life has been less documented. OBJECTIVE: This study analysed the association between symptomatic COVID-19 illness and health-related quality of life. METHODS: The analyses drew from a cross-sectional analysis of data from a national digital symptoms' surveillance survey conducted in the UK in 2020. We identified illness episodes using symptoms and test results data and we analysed validated health-related quality of life outcomes including health utility scores (indexed on a 0-1 cardinal scale) and visual analogue scale (VAS) scores (0-100 scale) generated by the EuroQoL's EQ-5D-5L measure. The econometric model controlled for respondents' demographic and socioeconomic characteristics, comorbidities, social isolation measures, and regional and time fixed effects. RESULTS: The results showed that the experience of common SARS-CoV-2 symptoms was significantly associated with poorer health-related quality of life across all EQ-5D-5L dimensions of mobility, self-care, usual activities, pain/discomfort and anxiety/depression, a decrement in utility score of - 0.13 and a decrement in the EQ-VAS score of - 15. The findings were robust to sensitivity analyses and restrictive test results-based definitions. CONCLUSION: This evidence-based study highlights the need for targeting of interventions and services towards those experiencing symptomatic episodes during future waves of the pandemic and helps to quantify the benefits of SARS-CoV-2 treatment in terms of health-related quality of life.

Depression and anxiety during and after episodes of COVID-19 in the community.

Understanding the connection between physical and mental health with evidence-based research is important to inform and support targeted screening and early treatment. The objective of this study was to document the co-occurrence of physical and mental health conditions during and after the experience of symptomatic SARS-CoV-2 illness episodes. Drawing from a national symptoms' surveillance survey conducted in the UK in 2020, this study shows that individuals with symptomatic forms of SARS-CoV-2 (identified by anosmia with either fever, breathlessness or cough) presented significantly higher odds of experiencing moderate and severe anxiety (2.41, CI 2.01-2.90) and depression (3.64, CI 3.06-4.32). Respondents who recovered from physical SARS-CoV-2 symptoms also experienced higher odds of anxiety and depression in comparison to respondents who never experienced symptoms. The findings are robust to alternative estimation models that compare individuals with the same socioeconomic and demographic characteristics and who experienced the same local and contextual factors such as mobility and social restrictions. The findings have important implications for the screening and detection of mental health disorders in primary care settings. They also suggest the need to design and test interventions to address mental health during and after physical illness episodes.

Gender bias in the diagnosis of cardiovascular disorders in Catalonia.

In this study, we examine patient gender bias on the probabilities of both visiting the cardiologist and of being diagnosed with a heart disease. Using data from the Catalan Health Survey, we are able to conclude that there is gender bias both in access and diagnosis for patients with high likelihood of suffering heart issues. Our findings suggest that women have lower probabilities of visiting the cardiologist and of being diagnosed with a heart disease after controlling for risk factor and demographics characteristics.

The influence of internship training experience on Kenyan and Ugandan doctors' career intentions and decisions: a qualitative study.

BACKGROUND: Medical internship is a key period for doctors' individual career planning and also a transition period for the broader labour market. OBJECTIVES: We aimed to understand the complex set of factors influencing the career intentions and decisions of junior doctors, post-internship in Kenya and Uganda. METHODS: We conducted semi-structured interviews with 54 junior medical officers and 14 consultants to understand doctors' internship experiences and subsequent employment experiences. We analysed the data using a mix of a direct content approach, informed by an internship experience and career intentions framework developed primarily from high-income country literature, alongside a more inductive thematic analysis. RESULTS: Echoing the internship experience and career intentions framework, we found that clinical exposure during internship, work-life balance, aspects of workplace culture such as relationships with consultants and other team members, and concerns over future job security and professional development all influenced Kenyan and Ugandan doctors' career preferences. Additionally, we added a new category to the framework to reflect our finding that interns might want to 'fill a health system gap' when they choose their future careers, based on what they witness as interns. However, often career intentions did not match career and employment decisions due to specific contextual factors, most importantly a shortage of job opportunities. CONCLUSION: We have shown how internship experiences shape medical doctors' career intentions in Kenya and Uganda and highlighted the importance of job availability and context in influencing doctors' career choices.

Development and validation of a new measurement instrument to assess internship experience of medical doctors in low-income and middle-income countries.

Routine surveys are used to understand the training quality and experiences of junior doctors but there are lack of tools designed to evaluate the training experiences of interns in low-income and middle-income countries (LMICs) where working conditions and resource constraints are challenging. We describe our process developing and validating a 'medical internship experience scale' to address this gap, work involving nine LMICs that varied in geographical locations, income-level and internship training models. We used a scoping review of existing tools, content validity discussions with target populations and an expert panel, back-and-forth translations into four language versions and cognitive interviews to develop and test the tool. Using data collected from 1646 interns and junior medical doctors, we assessed factor structure and assessed its reliability and validity. Fifty items about experiences of medical internship were retained from an initial pool of 102 items. These 50 items represent 6 major factors (constructs): (1) clinical learning and supervision, (2) patient safety, (3) job satisfaction, (4) stress and burnout, (5) mental well-being, and (6) fairness and discrimination. We reflect on the process of multicountry scale development and highlight some considerations for others who may use our scale, using preliminary analyses of the 1646 responses to illustrate that the tool may produce useful data to identify priorities for action. We suggest this tool could enable LMICs to assess key metrics regarding intern straining and initial work experiences and possibly allow comparison across countries and over time, to inform better internship planning and management.

Health-related quality of life and direct costs in patients with anterior cruciate ligament injury: single-bundle versus double-bundle reconstruction in a low-demand cohort--a randomized trial with 2 years of follow-up.

PURPOSE: To evaluate health-related quality of life (HRQL) in patients undergoing anterior cruciate ligament (ACL) reconstructive surgery by use of 2 procedures and to estimate the direct costs of surgery. METHODS: We performed a 2-year randomized, prospective intervention study of 2 surgical ACL reconstruction techniques (anatomic single bundle [SB] v double bundle [DB]). Fifty-five consecutive outpatients, with a mean age of 30.88 years, were randomized to SB or DB ACL reconstruction. The Medical Outcomes Study 36-item Short Form Health Survey (SF-36) was used to measure HRQL (primary outcome). ACL injuries were assessed by the International Knee Documentation Committee (IKDC) score (secondary outcome). The use of medical resources and their costs were evaluated. RESULTS: We included 52 patients in the final analyses (23 in the SB group and 29 in the DB group). At baseline, there were no significant differences in study variables. At 2 years of follow-up, there were no significant differences in SF-36 and IKDC scores between groups. However, compared with baseline, the SF-36 physical function, physical role, bodily pain, social function, and emotional role scores were significantly better in the SB group (P < .05), whereas only the physical function dimension score was better in the DB group (P = .047). IKDC scores at 2 years improved significantly in the SB group (P < .001) and DB group (P = .004) compared with baseline. There was a significant correlation between the SF-36 physical function, physical role, and bodily pain dimensions and the IKDC score at 2 years (P < .05). The costs were € 3,251 for the SB group and € 4,172 for the DB group. CONCLUSIONS: HRQL and medical outcomes were similar between SB and DB ACL reconstruction techniques, 2 years after surgery. However, the SB technique was more cost-effective.

Diverging mental health after Brexit: Evidence from a longitudinal survey.

This study analyses the changes in mental health in the UK that occurred as a result of the 2016 referendum on UK membership of the EU (Brexit). Using the Household Longitudinal Study, we compare the levels of self-reported mental distress, mental functioning and life satisfaction be-fore and after the referendum. A linear fixed effects analysis revealed an overall decrease in mental health post-referendum with higher levels of mental distress, and a decline in the SF-12 Mental Component Summary score. Furthermore, the study does not find evidence of significant changes in overall life satisfaction in the two years after the referendum. Younger men, highly educated and Natives, especially those living in stronger "Remain areas", seem to be the groups most affected by the Brexit in terms of mental health. Overall, the results of this study suggest that the outcome of the referendum and the economic uncertainty that it brought impacted the mental health of voters in a negative and diverging way.