Changes in Perceived Accessibility to Healthcare from the Elderly between 2005 and 2014 in China: An Oaxaca–Blinder Decomposition Analysis

Elderly people are characterized with high needs for healthcare, accompanied by high barriers in access to healthcare. This study aimed to identify temporal changes in access to healthcare and determinants of such changes from the elderly in China, over the period between 2005 and 2014. Two waves (2...

Full description

Bibliographic Details
Main Authors: Tao Zhang, Jing Liu, Chaojie Liu
Format: Article
Language:English
Published: MDPI AG 2019-10-01
Series:International Journal of Environmental Research and Public Health
Subjects:
Online Access:https://www.mdpi.com/1660-4601/16/20/3824
id doaj-e6ac9caf4ead48f699cf4c398ca19585
record_format Article
spelling doaj-e6ac9caf4ead48f699cf4c398ca195852020-11-25T00:39:17ZengMDPI AGInternational Journal of Environmental Research and Public Health1660-46012019-10-011620382410.3390/ijerph16203824ijerph16203824Changes in Perceived Accessibility to Healthcare from the Elderly between 2005 and 2014 in China: An Oaxaca–Blinder Decomposition AnalysisTao Zhang0Jing Liu1Chaojie Liu2Department of Health Management, School of Medicine and Health Management, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 43003, ChinaDepartment of Health Information Management, School of Medicine and Health Management, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 43003, ChinaSchool of Psychology and Public Health, La Trobe University, Melbourne 3086, AustraliaElderly people are characterized with high needs for healthcare, accompanied by high barriers in access to healthcare. This study aimed to identify temporal changes in access to healthcare and determinants of such changes from the elderly in China, over the period between 2005 and 2014. Two waves (2005 and 2014) of data were extracted from the Chinese Longitudinal Healthy Longevity Survey (CLHLS), measuring changes in perceived accessibility to healthcare when needed by the elderly (≥65 years). The effects of the explanatory variables (need, predisposing and enabling factors) on the changes were divided into two components using the Oaxaca−Blinder decomposition method: (1) the endowment portion as a result of distribution differences of the explanatory variables and (2) the coefficient portion as a result of differential responses of the dependent variable to the explanatory variables. Perceived accessibility to healthcare from the elderly increased from 89.6% in 2005 to 96.7% in 2014. The coefficient portion (82%) contributed more to the change than the endowment portion (63%) after adjustments for a negative interaction effect (−45%) between the two. Lower perceived accessibility was associated with older age, lower income, lower affordability of daily expenses and lower insurance coverage. But the coefficient effects suggested that their impacts on perceived accessibility to healthcare declined over time. By contrast, the impacts of gender and out-of-pocket payment ratio for medical care on perceived accessibility to healthcare increased over time. Perceived accessibility to healthcare from the elderly improved between 2005 and 2014. Gender gaps are closing. But the increased effect of out-of-pocket medical payments on perceived accessibility to healthcare deserves further investigation and policy interventions.https://www.mdpi.com/1660-4601/16/20/3824access to healthcareelderlyoaxaca–blinder decompositionchina
collection DOAJ
language English
format Article
sources DOAJ
author Tao Zhang
Jing Liu
Chaojie Liu
spellingShingle Tao Zhang
Jing Liu
Chaojie Liu
Changes in Perceived Accessibility to Healthcare from the Elderly between 2005 and 2014 in China: An Oaxaca–Blinder Decomposition Analysis
International Journal of Environmental Research and Public Health
access to healthcare
elderly
oaxaca–blinder decomposition
china
author_facet Tao Zhang
Jing Liu
Chaojie Liu
author_sort Tao Zhang
title Changes in Perceived Accessibility to Healthcare from the Elderly between 2005 and 2014 in China: An Oaxaca–Blinder Decomposition Analysis
title_short Changes in Perceived Accessibility to Healthcare from the Elderly between 2005 and 2014 in China: An Oaxaca–Blinder Decomposition Analysis
title_full Changes in Perceived Accessibility to Healthcare from the Elderly between 2005 and 2014 in China: An Oaxaca–Blinder Decomposition Analysis
title_fullStr Changes in Perceived Accessibility to Healthcare from the Elderly between 2005 and 2014 in China: An Oaxaca–Blinder Decomposition Analysis
title_full_unstemmed Changes in Perceived Accessibility to Healthcare from the Elderly between 2005 and 2014 in China: An Oaxaca–Blinder Decomposition Analysis
title_sort changes in perceived accessibility to healthcare from the elderly between 2005 and 2014 in china: an oaxaca–blinder decomposition analysis
publisher MDPI AG
series International Journal of Environmental Research and Public Health
issn 1660-4601
publishDate 2019-10-01
description Elderly people are characterized with high needs for healthcare, accompanied by high barriers in access to healthcare. This study aimed to identify temporal changes in access to healthcare and determinants of such changes from the elderly in China, over the period between 2005 and 2014. Two waves (2005 and 2014) of data were extracted from the Chinese Longitudinal Healthy Longevity Survey (CLHLS), measuring changes in perceived accessibility to healthcare when needed by the elderly (≥65 years). The effects of the explanatory variables (need, predisposing and enabling factors) on the changes were divided into two components using the Oaxaca−Blinder decomposition method: (1) the endowment portion as a result of distribution differences of the explanatory variables and (2) the coefficient portion as a result of differential responses of the dependent variable to the explanatory variables. Perceived accessibility to healthcare from the elderly increased from 89.6% in 2005 to 96.7% in 2014. The coefficient portion (82%) contributed more to the change than the endowment portion (63%) after adjustments for a negative interaction effect (−45%) between the two. Lower perceived accessibility was associated with older age, lower income, lower affordability of daily expenses and lower insurance coverage. But the coefficient effects suggested that their impacts on perceived accessibility to healthcare declined over time. By contrast, the impacts of gender and out-of-pocket payment ratio for medical care on perceived accessibility to healthcare increased over time. Perceived accessibility to healthcare from the elderly improved between 2005 and 2014. Gender gaps are closing. But the increased effect of out-of-pocket medical payments on perceived accessibility to healthcare deserves further investigation and policy interventions.
topic access to healthcare
elderly
oaxaca–blinder decomposition
china
url https://www.mdpi.com/1660-4601/16/20/3824
work_keys_str_mv AT taozhang changesinperceivedaccessibilitytohealthcarefromtheelderlybetween2005and2014inchinaanoaxacablinderdecompositionanalysis
AT jingliu changesinperceivedaccessibilitytohealthcarefromtheelderlybetween2005and2014inchinaanoaxacablinderdecompositionanalysis
AT chaojieliu changesinperceivedaccessibilitytohealthcarefromtheelderlybetween2005and2014inchinaanoaxacablinderdecompositionanalysis
_version_ 1725294053583486976