TY - JOUR
T1 - Effect of supplementary private health insurance on inpatient utilisation
T2 - evidence from Malaysia
AU - Balqis-Ali, Nur Zahirah
AU - Jailani, Anis-Syakira
AU - Fun, Weng Hong
AU - Jawahir, Suhana
AU - Sararaks, Sondi
AU - Lee, Grace H.Y.
N1 - Funding Information:
We thank the Director-General of Health, Ministry of Health Malaysia, for permission to publish this paper and the Sector for Biostatistics and Data Repository, National Institutes of Health Malaysia, for data provision.
Publisher Copyright:
© 2023 The Authors
PY - 2023
Y1 - 2023
N2 - Supplementary private health insurance (PHI) provides better access to healthcare, improves health outcomes, potentially lowers the costs for health systems and supports the social security system. Improperly regulated PHI, however, may aggravate inequity of access towards preferential care and encourage moral hazard among PHI purchasers, altering the health-seeking behaviour, which is often observed through the pattern of health care utilisation. We investigated the effect of PHI ownership on private inpatient care utilisation, its frequency of admission and length of stay by conducting secondary data analysis of the Malaysian National Health Morbidity Survey (NHMS) 2015 data, a nationally representative community health survey. Malaysian adults 18 years of age and above who utilised inpatient healthcare facilities were included. In this cross-sectional study, we addressed the endogeneity effect of health insurance by employing instrumental variable estimation and a two-stage residual inclusion analysis. We found a significant increase in private inpatient utilisation among those who owned PHI compared to those who did not (β = 4.39, p < 0.001). There was no significant difference in the frequency of admission and length of stay. The increase in private inpatient utilisation among PHI owners may reflect the demand for timely care and hospitality provided by the private sector, potentially exacerbating the moral hazard behaviour among PHI owners. Further exploration of this issue could impact future healthcare systems financing designs and PHI regulation.
AB - Supplementary private health insurance (PHI) provides better access to healthcare, improves health outcomes, potentially lowers the costs for health systems and supports the social security system. Improperly regulated PHI, however, may aggravate inequity of access towards preferential care and encourage moral hazard among PHI purchasers, altering the health-seeking behaviour, which is often observed through the pattern of health care utilisation. We investigated the effect of PHI ownership on private inpatient care utilisation, its frequency of admission and length of stay by conducting secondary data analysis of the Malaysian National Health Morbidity Survey (NHMS) 2015 data, a nationally representative community health survey. Malaysian adults 18 years of age and above who utilised inpatient healthcare facilities were included. In this cross-sectional study, we addressed the endogeneity effect of health insurance by employing instrumental variable estimation and a two-stage residual inclusion analysis. We found a significant increase in private inpatient utilisation among those who owned PHI compared to those who did not (β = 4.39, p < 0.001). There was no significant difference in the frequency of admission and length of stay. The increase in private inpatient utilisation among PHI owners may reflect the demand for timely care and hospitality provided by the private sector, potentially exacerbating the moral hazard behaviour among PHI owners. Further exploration of this issue could impact future healthcare systems financing designs and PHI regulation.
KW - Endogeneity
KW - Healthcare utilisation
KW - Malaysia
KW - Private health insurance
KW - Private inpatient utilisation
KW - Two-stage residual inclusion
UR - http://www.scopus.com/inward/record.url?scp=85148732315&partnerID=8YFLogxK
U2 - 10.1016/j.heliyon.2023.e14025
DO - 10.1016/j.heliyon.2023.e14025
M3 - Article
C2 - 36879958
AN - SCOPUS:85148732315
SN - 2405-8440
VL - 9
JO - Heliyon
JF - Heliyon
IS - 3
M1 - e14025
ER -