Evidence map›Paper›PMID 33676479›Full record

ArticleBMC public health2021

Psychological and physiological stress and burnout among maternity providers in a rural county in Kenya: individual and situational predictors.

Patience A Afulani, Linnet Ongeri, Joyceline Kinyua, Marleen Temmerman, Wendy Berry Mendes, Sandra J Weiss

Registry-linked trialAbstract read
In one paragraph

Article in BMC public health, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT06085105 (Caring for Providers to Improve Patient Experience), which is not on this map. Cited by 41 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
41citing papers in PubMed, 2 pooled it
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

NCT06085105 nacompletednot on this mapstarted 2024, after this paper: background citation

Caring for Providers to Improve Patient Experience (CPIPE) Study: A Cluster Randomized-controlled Trial to Assess the Impact of the CPIPE Intervention on Person-centered Maternity Care

TypeinterventionalSponsorUniversity of California, San FranciscoRan2024 to 2026Enrolled6,379ConditionsStress, Psychological, Maternal Health, Healthcare Provider, Adverse OutcomesArmsCPIPE Training, Peer support groups, Mentorship, Leadership engagement, Embedded champions
3 · Its place in the literature

Who cites it

41 citing papers in PubMed, 2 syntheses or guidelines pooled it.

  1. Biological Markers of Burnout Severity: A Systematic Review.Stress and health : journal of the International Society for the Investigation of Stress · 2026
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors.

Patience A AfulaniEpidemiology and Biostatistics Department, University of California, San Francisco (UCSF), 550 16th St, 3rd Floor, San Francisco, CA, 94158, USA. Patience.Afulani@ucsf.edu.
Linnet OngeriKenya Medical Research Institute, Nairobi, Kenya.
Joyceline KinyuaKenya Medical Research Institute, Nairobi, Kenya.
Marleen TemmermanThe Aga Khan University Medical College, Nairobi, Kenya.
Wendy Berry MendesUCSF Department of Psychiatry, San Francisco, USA.
Sandra J WeissUCSF Department of Community Health Systems, San Francisco, USA.

Funding

Addressing Provider Stress and Unconscious Bias to Improve Quality of Maternal Health CareR00HD093798 · NICHD · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI AFULANI, PATIENCE A · 2020 to 2022
$737k
Addressing Provider Stress and Unconscious Bias to Improve Quality of Maternal Health CareK99HD093798 · NICHD · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI AFULANI, PATIENCE A · 2018 to 2019
$263k
NICHD NIH HHS K99 HD093798NICHD NIH HHS R00 HD093798
6 · The paper itself

Abstract

backgroundStress and burnout among healthcare workers has been recognized as a global crisis needing urgent attention. Yet few studies have examined stress and burnout among healthcare providers in sub-Saharan Africa, and even fewer among maternity providers who work under very stressful conditions. To address these gaps, we examined self-reported stress and burnout levels as well as stress-related physiologic measures of these providers, along with their potential predictors.

methodsParticipants included 101 maternity providers (62 nurses/midwives, 16 clinical officers/doctors, and 23 support staff) in western Kenya. Respondents completed Cohen's Perceived Stress Scale, the Shirom-Melamed Burnout scale, and other sociodemographic, health, and work-related items. We also collected data on heart rate variability (HRV) and hair cortisol levels to assess stress-related physiologic responses to acute and chronic stress respectively. Multilevel linear regression models were computed to examine individual and work-related factors associated with stress, burnout, HRV, and cortisol level.

results85% of providers reported moderate stress and 11.5% high stress. 65% experienced low burnout and 19.6% high burnout. Average HRV (measured as the root mean square of differences in intervals between successive heart beats: RMSSD) was 60.5 (SD = 33.0) and mean cortisol was mean cortisol was 44.2 pg/mg (SD = 60.88). Greater satisfaction with life accomplishments was associated with reduced stress (β = - 2.83; CI = -5.47; - 0.18), while motivation to work excessively (over commitment) was associated with both increased stress (β = 0.61 CI: 0.19, 1.03) and burnout (β = 2.05, CI = 0.91, 3.19). Female providers had higher burnout scores compared to male providers. Support staff had higher HRV than other providers and providers under 30 years of age had higher HRV than those 30 and above. Although no association between cortisol and any predictor was statistically significant, the direction of associations was consistent with those found for stress and burnout.

conclusionsMost providers experienced moderate to high levels of stress and burnout. Individuals who were more driven to work excessively were particularly at risk for higher stress and burnout. Higher HRV of support staff and providers under age 30 suggest their more adaptive autonomic nervous system response to stress. Given its impact on provider wellbeing and quality of care, interventions to help providers manage stress are critical.

Indexed as

Burnout, ProfessionalAdultAutonomic Nervous SystemFemaleHumansHydrocortisoneKenyaMalePregnancyStress, PhysiologicalStress, PsychologicalHydrocortisoneBurnoutCortisolHeat rate variabilityMaternity providers; KenyaStress

Identifiers

PMID33676479
PMCPMC7936594

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Registered trials

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.