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Comparison of Costs and Utilization Between Users of Insulin Lispro Versus Users of Regular Insulin in a Managed Care Setting
OBJECTIVES: To compare medical and pharmacy costs and utilization between patients with diabetes who received insulin lispro versus regular human insulin. METHODS: A retrospective analysis of medical and pharmacy claims was conducted among continuously enrolled users of insulin lispro or regular ins...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Academy of Managed Care Pharmacy
2005
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10437346/ https://www.ncbi.nlm.nih.gov/pubmed/15934796 http://dx.doi.org/10.18553/jmcp.2005.11.5.376 |
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author | Chen, Kristina Chang, Eunice Y. Summers, Kent H. Obenchain, Robert L. Yu-Isenberg, Krista S. Sun, Peter |
author_facet | Chen, Kristina Chang, Eunice Y. Summers, Kent H. Obenchain, Robert L. Yu-Isenberg, Krista S. Sun, Peter |
author_sort | Chen, Kristina |
collection | PubMed |
description | OBJECTIVES: To compare medical and pharmacy costs and utilization between patients with diabetes who received insulin lispro versus regular human insulin. METHODS: A retrospective analysis of medical and pharmacy claims was conducted among continuously enrolled users of insulin lispro or regular insulin during the identification period, March 1, 2000, through February 28, 2001, within a large managed care organization. This study improved upon the methodology used in previous studies by (a) stratifying (rather than 1:1 matching) individuals by their likelihood to use insulin lispro using the propensity score binning technique, and (b) refining the study inclusion criteria to include only patients with 3 or more fills of the insulin under study (lispro or regular) to exclude individuals who may have been on either product for a short time. Because the propensity score binning technique groups patients with similar baseline characteristics within strata (bins) and not among individual patients, almost the entire available sample is retained in the analysis, unlike propensity score matching, where large numbers of patients can be excluded depending on the matching scheme. Therefore, the propensity score binning technique, because it uses more complete information, is less likely to produce biased results. Patients were grouped into 5 bins (quintiles) based on their estimated likelihood to receive insulin lispro rather than regular insulin. The propensity score model used baseline characteristics of age, gender, comorbidities, use of oral antidiabetic medications, prescription copayment, and diabetes-related costs and utilization. Overall cost and utilization differences (lispro minus regular insulin) during the 12-month follow-up period were calculated using weights inversely proportional to variances of within-bin differences. RESULTS: Of 6,436 patients, 1,972 (30.6%) received insulin lispro and 4,464 (69.4%) received regular insulin. The propensity score estimation produced bins, each containing between 1,287 and 1,288 patients, utilizing all patients in the analysis. Patients in the lower-numbered propensity score quintiles were older, more likely to use oral antidiabetic medications, and had more comorbidities than those in the higher-numbered quintiles. As quintile number increased, the percentage of insulin lispro users also increased. The weighted mean annual cost difference (lispro minus regular insulin) per patient was +$79 (P less than 0.001) for diabetes-related pharmacy cost, +$212 (P less than 0.001) for total pharmacy cost, $75 (P less than 0.857) for diabetes-related medical cost, $2,286 (P less than 0.011) for nondiabetes medical cost, and $2,327 (P = 0.072) for total medical cost. CONCLUSIONS: Compared with regular insulin users, insulin lispro users incurred higher diabetes-related and total pharmacy costs but lower nondiabetes medical costs and similar total medical costs. Fewer hospitalizations among insulin lispro as compared with regular insulin users contributed to lower nondiabetes medical costs and similar total medical costs. |
format | Online Article Text |
id | pubmed-10437346 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2005 |
publisher | Academy of Managed Care Pharmacy |
record_format | MEDLINE/PubMed |
spelling | pubmed-104373462023-08-21 Comparison of Costs and Utilization Between Users of Insulin Lispro Versus Users of Regular Insulin in a Managed Care Setting Chen, Kristina Chang, Eunice Y. Summers, Kent H. Obenchain, Robert L. Yu-Isenberg, Krista S. Sun, Peter J Manag Care Pharm Research OBJECTIVES: To compare medical and pharmacy costs and utilization between patients with diabetes who received insulin lispro versus regular human insulin. METHODS: A retrospective analysis of medical and pharmacy claims was conducted among continuously enrolled users of insulin lispro or regular insulin during the identification period, March 1, 2000, through February 28, 2001, within a large managed care organization. This study improved upon the methodology used in previous studies by (a) stratifying (rather than 1:1 matching) individuals by their likelihood to use insulin lispro using the propensity score binning technique, and (b) refining the study inclusion criteria to include only patients with 3 or more fills of the insulin under study (lispro or regular) to exclude individuals who may have been on either product for a short time. Because the propensity score binning technique groups patients with similar baseline characteristics within strata (bins) and not among individual patients, almost the entire available sample is retained in the analysis, unlike propensity score matching, where large numbers of patients can be excluded depending on the matching scheme. Therefore, the propensity score binning technique, because it uses more complete information, is less likely to produce biased results. Patients were grouped into 5 bins (quintiles) based on their estimated likelihood to receive insulin lispro rather than regular insulin. The propensity score model used baseline characteristics of age, gender, comorbidities, use of oral antidiabetic medications, prescription copayment, and diabetes-related costs and utilization. Overall cost and utilization differences (lispro minus regular insulin) during the 12-month follow-up period were calculated using weights inversely proportional to variances of within-bin differences. RESULTS: Of 6,436 patients, 1,972 (30.6%) received insulin lispro and 4,464 (69.4%) received regular insulin. The propensity score estimation produced bins, each containing between 1,287 and 1,288 patients, utilizing all patients in the analysis. Patients in the lower-numbered propensity score quintiles were older, more likely to use oral antidiabetic medications, and had more comorbidities than those in the higher-numbered quintiles. As quintile number increased, the percentage of insulin lispro users also increased. The weighted mean annual cost difference (lispro minus regular insulin) per patient was +$79 (P less than 0.001) for diabetes-related pharmacy cost, +$212 (P less than 0.001) for total pharmacy cost, $75 (P less than 0.857) for diabetes-related medical cost, $2,286 (P less than 0.011) for nondiabetes medical cost, and $2,327 (P = 0.072) for total medical cost. CONCLUSIONS: Compared with regular insulin users, insulin lispro users incurred higher diabetes-related and total pharmacy costs but lower nondiabetes medical costs and similar total medical costs. Fewer hospitalizations among insulin lispro as compared with regular insulin users contributed to lower nondiabetes medical costs and similar total medical costs. Academy of Managed Care Pharmacy 2005-05 /pmc/articles/PMC10437346/ /pubmed/15934796 http://dx.doi.org/10.18553/jmcp.2005.11.5.376 Text en Copyright © 2005, Academy of Managed Care Pharmacy. All rights reserved. https://creativecommons.org/licenses/by/4.0/This article is licensed under a Creative Commons Attribution 4.0 International License, which permits unrestricted use and redistribution provided that the original author and source are credited. |
spellingShingle | Research Chen, Kristina Chang, Eunice Y. Summers, Kent H. Obenchain, Robert L. Yu-Isenberg, Krista S. Sun, Peter Comparison of Costs and Utilization Between Users of Insulin Lispro Versus Users of Regular Insulin in a Managed Care Setting |
title | Comparison of Costs and Utilization Between Users of Insulin Lispro Versus Users of Regular Insulin in a Managed Care Setting |
title_full | Comparison of Costs and Utilization Between Users of Insulin Lispro Versus Users of Regular Insulin in a Managed Care Setting |
title_fullStr | Comparison of Costs and Utilization Between Users of Insulin Lispro Versus Users of Regular Insulin in a Managed Care Setting |
title_full_unstemmed | Comparison of Costs and Utilization Between Users of Insulin Lispro Versus Users of Regular Insulin in a Managed Care Setting |
title_short | Comparison of Costs and Utilization Between Users of Insulin Lispro Versus Users of Regular Insulin in a Managed Care Setting |
title_sort | comparison of costs and utilization between users of insulin lispro versus users of regular insulin in a managed care setting |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10437346/ https://www.ncbi.nlm.nih.gov/pubmed/15934796 http://dx.doi.org/10.18553/jmcp.2005.11.5.376 |
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