Evidence map›Paper›PMID 25142037›Full record

ArticleHuman resources for health2014

Informing the scale-up of Kenya's nursing workforce: a mixed methods study of factors affecting pre-service training capacity and production.

Ashley A Appiagyei, Rose N Kiriinya, Jessica M Gross, David N Wambua, Elizabeth O Oywer, Andrew K Kamenju, Melinda K Higgins, Patricia L Riley, Martha F Rogers

Open access · goldAbstract read
In one paragraph

Article in Human resources for health, 2014. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 15 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
15citing papers in PubMed, 1 pooled it
4.1field-weighted citation impact, top 7% of its field
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.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

15 citing papers in PubMed, 1 synthesis or guideline pooled it, 40 citations in OpenAlex.

  1. Pooled it
  2. Article
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  5. Review
  6. Article
  7. The status and future of emergency care in the Republic of Kenya.African journal of emergency medicine : Revue africaine de la medecine d'urgence · 2022
    Article
  8. Article
  9. Article
  10. Clinical performance among recent graduates in nine low- and middle-income countries.Tropical medicine & international health : TM & IH · 2019
    Article
  11. Article
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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

9 authors at 3 institutions in 2 countries.

Ashley A Appiagyei
Rose N Kiriinya
Jessica M Gross
David N Wambua
Elizabeth O Oywer
Andrew K Kamenju
Melinda K Higgins
Patricia L Riley
Martha F RogersEmory University Nell Hodgson Woodruff School of Nursing, Atlanta, GA, USA. mrogers@taskforce.org.
Emory University · USCenter for Global Health · USRwanda Zambia HIV Research Group · RW

Funding

OSELS CDC HHS 1U36OE000002
6 · The paper itself

Abstract

backgroundGiven the global nursing shortage and investments to scale-up the workforce, this study evaluated trends in annual student nurse enrolment, pre-service attrition between enrolment and registration, and factors that influence nurse production in Kenya.

methodsThis study used a mixed methods approach with data from the Regulatory Human Resources Information System (tracks initial student enrolment through registration) and the Kenya Health Workforce Information System (tracks deployment and demographic information on licensed nurses) for the quantitative analyses and qualitative data from key informant interviews with nurse training institution educators and/or administrators. Trends in annual student nurse enrolment from 1999 to 2010 were analyzed using regulatory and demographic data. To assess pre-service attrition between training enrolment and registration with the nursing council, data for a cohort that enrolled in training from 1999 to 2004 and completed training by 2010 was analyzed. Multivariate logistic regression was used to test for factors that significantly affected attrition. To assess the capacity of nurse training institutions for scale-up, qualitative data was obtained through key informant interviews.

resultsFrom 1999 to 2010, 23,350 students enrolled in nurse training in Kenya. While annual new student enrolment doubled between 1999 (1,493) and 2010 (3,030), training institutions reported challenges in their capacity to accommodate the increased numbers. Key factors identified by the nursing faculty included congestion at clinical placement sites, limited clinical mentorship by qualified nurses, challenges with faculty recruitment and retention, and inadequate student housing, transportation and classroom space. Pre-service attrition among the cohort that enrolled between 1999 and 2004 and completed training by 2010 was found to be low (6%).

conclusionTo scale-up the nursing workforce in Kenya, concurrent investments in expanding the number of student nurse clinical placement sites, utilizing alternate forms of skills training, hiring more faculty and clinical instructors, and expanding the dormitory and classroom space to accommodate new students are needed to ensure that increases in student enrolment are not at the cost of quality nursing education. Student attrition does not appear to be a concern in Kenya compared to other African countries (10 to 40%).

Indexed as

Education, Nursing, BaccalaureateHealth Services Needs and DemandNursesSchools, NursingStudents, NursingAdultFaculty, NursingFemaleHumansInterviews as TopicKenyaLogistic ModelsMaleMultivariate AnalysisYoung Adult

Identifiers

PMID25142037
PMCPMC4142461
OpenAlexW2141935974

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.