Assessing the dose-response relationship between number of office-based visits and hospitalizations for patients with type II diabetes using generalized propensity score matching
File(s)journal.pone.0209197.pdf (750.68 KB)
Published version
Author(s)
Cecchini, michele
Smith, peter
Type
Journal Article
Abstract
Background
Whether inpatient services can be successfully substituted by office-based services has been debated for many decades, but the evidence is still inconclusive. This study aims to investigate the effect of office-based care on use and the expenditure for other healthcare services in patients with type II diabetes (T2D).
Methods
A generalized propensity score matching approach was used on pooled Medical Expenditure Panel Survey (MEPS) data for 2000–2012 to explore a dose-response effect. Patients were matched by using a comprehensive set of variables selected following a standard model on access to care.
Findings
Office-based care (up to 5 visits/year) acts as a substitute for other healthcare services and is associated with lower use and expenditure for inpatient, outpatient and emergency care. After five visits, office-based care becomes a complement to other services and is associated with increases in expenditure for T2D. Above 20 to 26 visits per year, depending on the healthcare service under consideration, the marginal effect of an additional office-based visit becomes non-statistically significant.
Conclusions
Office-based visits appear to be an effective instrument to reduce use of inpatient care and other services, including outpatient and emergency-care, in patients with T2D without any increase in total healthcare expenditure.
Whether inpatient services can be successfully substituted by office-based services has been debated for many decades, but the evidence is still inconclusive. This study aims to investigate the effect of office-based care on use and the expenditure for other healthcare services in patients with type II diabetes (T2D).
Methods
A generalized propensity score matching approach was used on pooled Medical Expenditure Panel Survey (MEPS) data for 2000–2012 to explore a dose-response effect. Patients were matched by using a comprehensive set of variables selected following a standard model on access to care.
Findings
Office-based care (up to 5 visits/year) acts as a substitute for other healthcare services and is associated with lower use and expenditure for inpatient, outpatient and emergency care. After five visits, office-based care becomes a complement to other services and is associated with increases in expenditure for T2D. Above 20 to 26 visits per year, depending on the healthcare service under consideration, the marginal effect of an additional office-based visit becomes non-statistically significant.
Conclusions
Office-based visits appear to be an effective instrument to reduce use of inpatient care and other services, including outpatient and emergency-care, in patients with T2D without any increase in total healthcare expenditure.
Date Issued
2018-12-20
Date Acceptance
2018-12-11
Citation
PLoS ONE, 2018, 13 (12)
ISSN
1932-6203
Publisher
Public Library of Science (PLoS)
Journal / Book Title
PLoS ONE
Volume
13
Issue
12
Copyright Statement
© 2018 Cecchini, Smith. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
Subjects
Science & Technology
Multidisciplinary Sciences
Science & Technology - Other Topics
PRIMARY-CARE
MEDICAL-CARE
MODEL
ASSOCIATION
SUBSTITUTE
SERVICES
Adult
Aged
Aged, 80 and over
Diabetes Mellitus, Type 2
Emergency Medical Services
Female
Health Expenditures
Health Services
Hospitalization
Humans
Male
Middle Aged
Office Visits
Propensity Score
Surveys and Questionnaires
United States
Humans
Diabetes Mellitus, Type 2
Hospitalization
Adult
Aged
Aged, 80 and over
Middle Aged
Health Services
Emergency Medical Services
Health Expenditures
Office Visits
United States
Female
Male
Propensity Score
Surveys and Questionnaires
General Science & Technology
Publication Status
Published
Article Number
e0209197
Date Publish Online
2018-12-20