Assisted reproduction in Spain, outcome and socioeconomic determinants of access

Abstract Research question We analyzed two questions. First, the effectiveness of public Assisted Reproductive Technologies (ART) in Spain compared with private ones, measured by the time since initiating ART treatment until achieving pregnancy, accounting for age and socioeconomic factors. Second,...

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Main Authors: Ido Alon, Jaime Pinilla
Format: Article
Language:English
Published: BMC 2021-07-01
Series:International Journal for Equity in Health
Subjects:
Online Access:https://doi.org/10.1186/s12939-021-01438-x
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spelling doaj-aec576e8187f41f18c6b02c04f953f3a2021-07-11T11:17:16ZengBMCInternational Journal for Equity in Health1475-92762021-07-0120111210.1186/s12939-021-01438-xAssisted reproduction in Spain, outcome and socioeconomic determinants of accessIdo Alon0Jaime Pinilla1Department of Development Economics, Research Group on Economics and Management of Innovation, Autonomous University of MadridDepartment of Quantitative Methods in Economics, University of Las Palmas de Gran CanariaAbstract Research question We analyzed two questions. First, the effectiveness of public Assisted Reproductive Technologies (ART) in Spain compared with private ones, measured by the time since initiating ART treatment until achieving pregnancy, accounting for age and socioeconomic factors. Second, socioeconomic determinants of access to ART, referring primarily to financial means derived by employment, income, and wealth. Design We applied statistical models on data extracted from the national Spanish Fertility Survey from 2018. The first topic was analyzed by competing risk survival analysis conducted on a sample of 667 women who initiate ART treatment since 2000. The second, by a Bivariate Probit model conducted on a sample of 672 women older than 41 years who required ART services. Results The first analysis raised that throughout the treatment, patients treated exclusively in private clinics had on average a higher cumulative incidence of becoming pregnant compared with patients who approached public clinics. The second analysis raised that both higher household equivalent income and higher education increase the likelihood of accessing ART in a private clinic and decrease the tendency of accessing public clinics or failing to access any service. Moreover, being single decreases the likelihood of accessing public clinics or ART services in general. Conclusions Long waiting periods could be the main reason for the lower incidence of getting pregnant in public healthcare, explaining why patients choose private over public care. We develop a broader discussion over the extent of Spanish public funding of ART, the unequal medical outcome, and potential options for optimization.https://doi.org/10.1186/s12939-021-01438-xAssisted reproductive technologyBivariate ProbitCompeting risk survival analysisInequalityPublic coverageSocioeconomic determinants
collection DOAJ
language English
format Article
sources DOAJ
author Ido Alon
Jaime Pinilla
spellingShingle Ido Alon
Jaime Pinilla
Assisted reproduction in Spain, outcome and socioeconomic determinants of access
International Journal for Equity in Health
Assisted reproductive technology
Bivariate Probit
Competing risk survival analysis
Inequality
Public coverage
Socioeconomic determinants
author_facet Ido Alon
Jaime Pinilla
author_sort Ido Alon
title Assisted reproduction in Spain, outcome and socioeconomic determinants of access
title_short Assisted reproduction in Spain, outcome and socioeconomic determinants of access
title_full Assisted reproduction in Spain, outcome and socioeconomic determinants of access
title_fullStr Assisted reproduction in Spain, outcome and socioeconomic determinants of access
title_full_unstemmed Assisted reproduction in Spain, outcome and socioeconomic determinants of access
title_sort assisted reproduction in spain, outcome and socioeconomic determinants of access
publisher BMC
series International Journal for Equity in Health
issn 1475-9276
publishDate 2021-07-01
description Abstract Research question We analyzed two questions. First, the effectiveness of public Assisted Reproductive Technologies (ART) in Spain compared with private ones, measured by the time since initiating ART treatment until achieving pregnancy, accounting for age and socioeconomic factors. Second, socioeconomic determinants of access to ART, referring primarily to financial means derived by employment, income, and wealth. Design We applied statistical models on data extracted from the national Spanish Fertility Survey from 2018. The first topic was analyzed by competing risk survival analysis conducted on a sample of 667 women who initiate ART treatment since 2000. The second, by a Bivariate Probit model conducted on a sample of 672 women older than 41 years who required ART services. Results The first analysis raised that throughout the treatment, patients treated exclusively in private clinics had on average a higher cumulative incidence of becoming pregnant compared with patients who approached public clinics. The second analysis raised that both higher household equivalent income and higher education increase the likelihood of accessing ART in a private clinic and decrease the tendency of accessing public clinics or failing to access any service. Moreover, being single decreases the likelihood of accessing public clinics or ART services in general. Conclusions Long waiting periods could be the main reason for the lower incidence of getting pregnant in public healthcare, explaining why patients choose private over public care. We develop a broader discussion over the extent of Spanish public funding of ART, the unequal medical outcome, and potential options for optimization.
topic Assisted reproductive technology
Bivariate Probit
Competing risk survival analysis
Inequality
Public coverage
Socioeconomic determinants
url https://doi.org/10.1186/s12939-021-01438-x
work_keys_str_mv AT idoalon assistedreproductioninspainoutcomeandsocioeconomicdeterminantsofaccess
AT jaimepinilla assistedreproductioninspainoutcomeandsocioeconomicdeterminantsofaccess
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