Cargando…
What Drives Outpatient Care Costs in Kenya? An Analysis With Generalized Estimating Equations
Objective: This study aimed to identify the factors associated with outpatient expenses incurred by households in Kenya. Background: The problem of outpatient healthcare expenses incurred by citizens in countries with limited resources has received little attention. Thus, this study aimed to determi...
Autores principales: | , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8492944/ https://www.ncbi.nlm.nih.gov/pubmed/34631637 http://dx.doi.org/10.3389/fpubh.2021.648465 |
_version_ | 1784579021720256512 |
---|---|
author | Mwenda, Ngugi Nduati, Ruth Kosgei, Mathew Kerich, Gregory |
author_facet | Mwenda, Ngugi Nduati, Ruth Kosgei, Mathew Kerich, Gregory |
author_sort | Mwenda, Ngugi |
collection | PubMed |
description | Objective: This study aimed to identify the factors associated with outpatient expenses incurred by households in Kenya. Background: The problem of outpatient healthcare expenses incurred by citizens in countries with limited resources has received little attention. Thus, this study aimed to determine the predictors of household spending on outpatient expenses in Kenya. Method: We conducted a cross-sectional analysis on households in Kenya using data from the 2018 Kenya Household Health Expenditure and Utilization Survey. We applied the generalized estimating equations method to determine the best subset of predictors of outpatient care cost. Findings: The best predictors of outpatient care expenses in Kenya are age, wealth index, and education level of the household head. Conclusions: There were no differences regarding age in the mean spending on outpatient care. Moreover, we found that the cost of outpatient care changes with age in a sinusoidal manner. We observed that rich households spent more on outpatient care, mostly owing to their financial ability. Households whose heads reported primary or secondary school education level spent less on outpatient costs than households headed by those who never went to school. |
format | Online Article Text |
id | pubmed-8492944 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-84929442021-10-07 What Drives Outpatient Care Costs in Kenya? An Analysis With Generalized Estimating Equations Mwenda, Ngugi Nduati, Ruth Kosgei, Mathew Kerich, Gregory Front Public Health Public Health Objective: This study aimed to identify the factors associated with outpatient expenses incurred by households in Kenya. Background: The problem of outpatient healthcare expenses incurred by citizens in countries with limited resources has received little attention. Thus, this study aimed to determine the predictors of household spending on outpatient expenses in Kenya. Method: We conducted a cross-sectional analysis on households in Kenya using data from the 2018 Kenya Household Health Expenditure and Utilization Survey. We applied the generalized estimating equations method to determine the best subset of predictors of outpatient care cost. Findings: The best predictors of outpatient care expenses in Kenya are age, wealth index, and education level of the household head. Conclusions: There were no differences regarding age in the mean spending on outpatient care. Moreover, we found that the cost of outpatient care changes with age in a sinusoidal manner. We observed that rich households spent more on outpatient care, mostly owing to their financial ability. Households whose heads reported primary or secondary school education level spent less on outpatient costs than households headed by those who never went to school. Frontiers Media S.A. 2021-09-22 /pmc/articles/PMC8492944/ /pubmed/34631637 http://dx.doi.org/10.3389/fpubh.2021.648465 Text en Copyright © 2021 Mwenda, Nduati, Kosgei and Kerich. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Public Health Mwenda, Ngugi Nduati, Ruth Kosgei, Mathew Kerich, Gregory What Drives Outpatient Care Costs in Kenya? An Analysis With Generalized Estimating Equations |
title | What Drives Outpatient Care Costs in Kenya? An Analysis With Generalized Estimating Equations |
title_full | What Drives Outpatient Care Costs in Kenya? An Analysis With Generalized Estimating Equations |
title_fullStr | What Drives Outpatient Care Costs in Kenya? An Analysis With Generalized Estimating Equations |
title_full_unstemmed | What Drives Outpatient Care Costs in Kenya? An Analysis With Generalized Estimating Equations |
title_short | What Drives Outpatient Care Costs in Kenya? An Analysis With Generalized Estimating Equations |
title_sort | what drives outpatient care costs in kenya? an analysis with generalized estimating equations |
topic | Public Health |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8492944/ https://www.ncbi.nlm.nih.gov/pubmed/34631637 http://dx.doi.org/10.3389/fpubh.2021.648465 |
work_keys_str_mv | AT mwendangugi whatdrivesoutpatientcarecostsinkenyaananalysiswithgeneralizedestimatingequations AT nduatiruth whatdrivesoutpatientcarecostsinkenyaananalysiswithgeneralizedestimatingequations AT kosgeimathew whatdrivesoutpatientcarecostsinkenyaananalysiswithgeneralizedestimatingequations AT kerichgregory whatdrivesoutpatientcarecostsinkenyaananalysiswithgeneralizedestimatingequations |