Impact of formulary restrictions on medication use and costs

To evaluate the effects of formulary restrictions on utilization and costs of oral hypoglycemic agents (OHAs), statins, and renin-angiotensin system (RAS) antagonists among low-income subsidy (LIS) recipients in Medicare Part D plans. We analyzed a 5% sample of 2012 Medicare data from the Chronic Co...

Full description

Saved in:
Bibliographic Details
Published inThe American journal of managed care Vol. 23; no. 8; p. e265
Main Authors Shen, Xian, Stuart, Bruce C, Powers, Christopher A, Tom, Sarah E, Magder, Laurence S, Perfetto, Eleanor M
Format Journal Article
LanguageEnglish
Published United States MultiMedia Healthcare Inc 01.08.2017
Subjects
Online AccessGet full text
ISSN1088-0224
1936-2692
1936-2692

Cover

Abstract To evaluate the effects of formulary restrictions on utilization and costs of oral hypoglycemic agents (OHAs), statins, and renin-angiotensin system (RAS) antagonists among low-income subsidy (LIS) recipients in Medicare Part D plans. We analyzed a 5% sample of 2012 Medicare data from the Chronic Conditions Data Warehouse together with a customized dataset capturing beneficiaries' histories of plan assignment. We constructed 3 nonexclusive study cohorts comprising of users of OHAs, statins, and RAS antagonists. Eligible study subjects were LIS recipients randomized to benchmark plans. Formulary restrictions of interest were noncoverage, prior authorization, and step therapy. Study outcomes included generic dispensing rate (GDR), mean cost per prescription fill, and medication adherence based on proportion of days covered (PDC). Random intercept regression models were performed to estimate the effects of formulary restrictions on the study outcomes by drug class. After covariate adjustment, beneficiaries who were subject to formulary restrictions on brand name pioglitazone and single-source brand name dipeptidyl peptidase-4 inhibitors (saxagliptin, sitagliptin, and sitagliptin-metformin) had a GDR 3 percentage points higher and a cost per prescription fill $10.8 less, but similar PDC compared with those who faced no restrictions. Restricting access to brand name atorvastatin and single-source brand name statins (rosuvastatin and ezetimibe-simvastatin) was associated with a GDR 14.9 percentage points higher and a cost per prescription fill $29.6 less, but with no impact on PDC. Restricting use of single-source brand name RAS antagonists (olmesartan, valsartan, and valsartan-hydrochlorothiazide) was associated with a GDR 15.0 percentage points higher, a cost per prescription fill $27.2 less, and a PDC 1.3 percentage points lower. Placing formulary restrictions on brand name drugs shifts utilization toward generic drugs, lowers the overall cost per prescription fill, and has minimal impact on overall adherence for OHAs, statins, and RAS antagonists among LIS recipients.
AbstractList To evaluate the effects of formulary restrictions on utilization and costs of oral hypoglycemic agents (OHAs), statins, and renin-angiotensin system (RAS) antagonists among low-income subsidy (LIS) recipients in Medicare Part D plans. We analyzed a 5% sample of 2012 Medicare data from the Chronic Conditions Data Warehouse together with a customized dataset capturing beneficiaries' histories of plan assignment. We constructed 3 nonexclusive study cohorts comprising of users of OHAs, statins, and RAS antagonists. Eligible study subjects were LIS recipients randomized to benchmark plans. Formulary restrictions of interest were noncoverage, prior authorization, and step therapy. Study outcomes included generic dispensing rate (GDR), mean cost per prescription fill, and medication adherence based on proportion of days covered (PDC). Random intercept regression models were performed to estimate the effects of formulary restrictions on the study outcomes by drug class. After covariate adjustment, beneficiaries who were subject to formulary restrictions on brand name pioglitazone and single-source brand name dipeptidyl peptidase-4 inhibitors (saxagliptin, sitagliptin, and sitagliptin-metformin) had a GDR 3 percentage points higher and a cost per prescription fill $10.8 less, but similar PDC compared with those who faced no restrictions. Restricting access to brand name atorvastatin and single-source brand name statins (rosuvastatin and ezetimibe-simvastatin) was associated with a GDR 14.9 percentage points higher and a cost per prescription fill $29.6 less, but with no impact on PDC. Restricting use of single-source brand name RAS antagonists (olmesartan, valsartan, and valsartan-hydrochlorothiazide) was associated with a GDR 15.0 percentage points higher, a cost per prescription fill $27.2 less, and a PDC 1.3 percentage points lower. Placing formulary restrictions on brand name drugs shifts utilization toward generic drugs, lowers the overall cost per prescription fill, and has minimal impact on overall adherence for OHAs, statins, and RAS antagonists among LIS recipients.
Objectives: To evaluate the effects of formulary restrictions on utilization and costs of oral hypoglycemic agents (OHAs), statins, and renin-angiotensin system (RAS) antagonists among low-income subsidy (LIS) recipients in Medicare Part D plans. Study Design: We analyzed a 5% sample of 2012 Medicare data from the Chronic Conditions Data Warehouse together with a customized dataset capturing beneficiaries' histories of plan assignment. Methods: We constructed 3 nonexclusive study cohorts comprising of users of OHAs, statins, and RAS antagonists. Eligible study subjects were LIS recipients randomized to benchmark plans. Formulary restrictions of interest were noncoverage, prior authorization, and step therapy. Study outcomes included generic dispensing rate (GDR), mean cost per prescription fill, and medication adherence based on proportion of days covered (PDC). Random intercept regression models were performed to estimate the effects of formulary restrictions on the study outcomes by drug class. Results: After covariate adjustment, beneficiaries who were subject to formulary restrictions on brand name pioglitazone and single-source brand name dipeptidyl peptidase-4 inhibitors (saxagliptin, sitagliptin, and sitagliptin-metformin) had a GDR 3 percentage points higher and a cost per prescription fill $10.8 less, but similar PDC compared with those who faced no restrictions. Restricting access to brand name atorvastatin and single-source brand name statins (rosuvastatin and ezetimibe-simvastatin) was associated with a GDR 14.9 percentage points higher and a cost per prescription fill $29.6 less, but with no impact on PDC. Restricting use of single-source brand name RAS antagonists (olmesartan, valsartan, and valsartan-hydrochlorothiazide) was associated with a GDR 15.0 percentage points higher, a cost per prescription fill $27.2 less, and a PDC 1.3 percentage points lower. Conclusions: Placing formulary restrictions on brand name drugs shifts utilization toward generic drugs, lowers the overall cost per prescription fill, and has minimal impact on overall adherence for OHAs, statins, and RAS antagonists among LIS recipients.
To evaluate the effects of formulary restrictions on utilization and costs of oral hypoglycemic agents (OHAs), statins, and renin-angiotensin system (RAS) antagonists among low-income subsidy (LIS) recipients in Medicare Part D plans.OBJECTIVESTo evaluate the effects of formulary restrictions on utilization and costs of oral hypoglycemic agents (OHAs), statins, and renin-angiotensin system (RAS) antagonists among low-income subsidy (LIS) recipients in Medicare Part D plans.We analyzed a 5% sample of 2012 Medicare data from the Chronic Conditions Data Warehouse together with a customized dataset capturing beneficiaries' histories of plan assignment.STUDY DESIGNWe analyzed a 5% sample of 2012 Medicare data from the Chronic Conditions Data Warehouse together with a customized dataset capturing beneficiaries' histories of plan assignment.We constructed 3 nonexclusive study cohorts comprising of users of OHAs, statins, and RAS antagonists. Eligible study subjects were LIS recipients randomized to benchmark plans. Formulary restrictions of interest were noncoverage, prior authorization, and step therapy. Study outcomes included generic dispensing rate (GDR), mean cost per prescription fill, and medication adherence based on proportion of days covered (PDC). Random intercept regression models were performed to estimate the effects of formulary restrictions on the study outcomes by drug class.METHODSWe constructed 3 nonexclusive study cohorts comprising of users of OHAs, statins, and RAS antagonists. Eligible study subjects were LIS recipients randomized to benchmark plans. Formulary restrictions of interest were noncoverage, prior authorization, and step therapy. Study outcomes included generic dispensing rate (GDR), mean cost per prescription fill, and medication adherence based on proportion of days covered (PDC). Random intercept regression models were performed to estimate the effects of formulary restrictions on the study outcomes by drug class.After covariate adjustment, beneficiaries who were subject to formulary restrictions on brand name pioglitazone and single-source brand name dipeptidyl peptidase-4 inhibitors (saxagliptin, sitagliptin, and sitagliptin-metformin) had a GDR 3 percentage points higher and a cost per prescription fill $10.8 less, but similar PDC compared with those who faced no restrictions. Restricting access to brand name atorvastatin and single-source brand name statins (rosuvastatin and ezetimibe-simvastatin) was associated with a GDR 14.9 percentage points higher and a cost per prescription fill $29.6 less, but with no impact on PDC. Restricting use of single-source brand name RAS antagonists (olmesartan, valsartan, and valsartan-hydrochlorothiazide) was associated with a GDR 15.0 percentage points higher, a cost per prescription fill $27.2 less, and a PDC 1.3 percentage points lower.RESULTSAfter covariate adjustment, beneficiaries who were subject to formulary restrictions on brand name pioglitazone and single-source brand name dipeptidyl peptidase-4 inhibitors (saxagliptin, sitagliptin, and sitagliptin-metformin) had a GDR 3 percentage points higher and a cost per prescription fill $10.8 less, but similar PDC compared with those who faced no restrictions. Restricting access to brand name atorvastatin and single-source brand name statins (rosuvastatin and ezetimibe-simvastatin) was associated with a GDR 14.9 percentage points higher and a cost per prescription fill $29.6 less, but with no impact on PDC. Restricting use of single-source brand name RAS antagonists (olmesartan, valsartan, and valsartan-hydrochlorothiazide) was associated with a GDR 15.0 percentage points higher, a cost per prescription fill $27.2 less, and a PDC 1.3 percentage points lower.Placing formulary restrictions on brand name drugs shifts utilization toward generic drugs, lowers the overall cost per prescription fill, and has minimal impact on overall adherence for OHAs, statins, and RAS antagonists among LIS recipients.CONCLUSIONSPlacing formulary restrictions on brand name drugs shifts utilization toward generic drugs, lowers the overall cost per prescription fill, and has minimal impact on overall adherence for OHAs, statins, and RAS antagonists among LIS recipients.
Author Stuart, Bruce C
Shen, Xian
Powers, Christopher A
Tom, Sarah E
Perfetto, Eleanor M
Magder, Laurence S
Author_xml – sequence: 1
  givenname: Xian
  surname: Shen
  fullname: Shen, Xian
  email: shenxian.1029@gmail.com
  organization: University of Maryland, Baltimore, 220 Arch St, Rm 12-328, Baltimore, MD 21201. E-mail: shenxian.1029@gmail.com
– sequence: 2
  givenname: Bruce C
  surname: Stuart
  fullname: Stuart, Bruce C
– sequence: 3
  givenname: Christopher A
  surname: Powers
  fullname: Powers, Christopher A
– sequence: 4
  givenname: Sarah E
  surname: Tom
  fullname: Tom, Sarah E
– sequence: 5
  givenname: Laurence S
  surname: Magder
  fullname: Magder, Laurence S
– sequence: 6
  givenname: Eleanor M
  surname: Perfetto
  fullname: Perfetto, Eleanor M
BackLink https://www.ncbi.nlm.nih.gov/pubmed/29087150$$D View this record in MEDLINE/PubMed
BookMark eNpdkM1qwzAQhEVJaRK3r1AEvfRikLWSIkEvJfQnEOgldyPLEjjYkitZh759VZpeetpZ-HaY2S1a-eDtFdo0CkRNhaKroomUNaGUrdE2pTMhICQTN2hNFZG7hpMNejpMszYLDg67EKc86viFo01LHMwyBJ9w8Hiy_WD0z4pzslj7HpuQlnSLrp0ek727zAqdXl9O-_f6-PF22D8f65mCWmrNBJXgeO86CpxxTagkjAIF1mkDikHnQAjZEOCNkY65RjkwFIjunemhQo-_tnMMn7lka6chGTuO2tuQU9soLjmIXbmv0MM_9Bxy9CVcoQTlaqeEKNT9hcpd6dbOcZhK7_bvLfANvMNfSg
ContentType Journal Article
Copyright Copyright Intellisphere, LLC Aug 2017
Copyright_xml – notice: Copyright Intellisphere, LLC Aug 2017
DBID CGR
CUY
CVF
ECM
EIF
NPM
K9.
NAPCQ
7X8
DatabaseName Medline
MEDLINE
MEDLINE (Ovid)
MEDLINE
MEDLINE
PubMed
ProQuest Health & Medical Complete (Alumni)
Nursing & Allied Health Premium
MEDLINE - Academic
DatabaseTitle MEDLINE
Medline Complete
MEDLINE with Full Text
PubMed
MEDLINE (Ovid)
ProQuest Health & Medical Complete (Alumni)
Nursing & Allied Health Premium
MEDLINE - Academic
DatabaseTitleList MEDLINE
ProQuest Health & Medical Complete (Alumni)
MEDLINE - Academic
Database_xml – sequence: 1
  dbid: NPM
  name: PubMed
  url: https://proxy.k.utb.cz/login?url=http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed
  sourceTypes: Index Database
– sequence: 2
  dbid: EIF
  name: MEDLINE
  url: https://proxy.k.utb.cz/login?url=https://www.webofscience.com/wos/medline/basic-search
  sourceTypes: Index Database
DeliveryMethod fulltext_linktorsrc
Discipline Public Health
EISSN 1936-2692
ExternalDocumentID 29087150
Genre Journal Article
GroupedDBID ---
169
23M
2WC
36B
53G
5GY
6J9
6PF
AAWTL
ABRAX
ACGFO
ACHQT
ADBBV
AENEX
AHSGN
ALMA_UNASSIGNED_HOLDINGS
BAW
BAWUL
BNT
CGR
CUY
CVF
DIK
E3Z
EBS
ECM
EIF
EJD
ESX
F5P
GX1
IAO
IHR
INH
INR
NPM
OK1
P2P
P6G
PQQKQ
SJN
TR2
U5U
ANGHV
K9.
NAPCQ
7X8
ID FETCH-LOGICAL-p239t-a46283f5dfb23545a0280423234bac3943bf366810351c8f4f19f3c230adfcd3
ISSN 1088-0224
1936-2692
IngestDate Fri Sep 05 11:51:12 EDT 2025
Sun Sep 07 03:37:50 EDT 2025
Thu Jan 02 23:10:16 EST 2025
IsPeerReviewed true
IsScholarly true
Issue 8
Language English
LinkModel OpenURL
MergedId FETCHMERGED-LOGICAL-p239t-a46283f5dfb23545a0280423234bac3943bf366810351c8f4f19f3c230adfcd3
Notes ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 14
content type line 23
PMID 29087150
PQID 1962597966
PQPubID 105486
ParticipantIDs proquest_miscellaneous_1958536710
proquest_journals_1962597966
pubmed_primary_29087150
PublicationCentury 2000
PublicationDate 2017-Aug-01
20170801
PublicationDateYYYYMMDD 2017-08-01
PublicationDate_xml – month: 08
  year: 2017
  text: 2017-Aug-01
  day: 01
PublicationDecade 2010
PublicationPlace United States
PublicationPlace_xml – name: United States
– name: Jamesburg
PublicationTitle The American journal of managed care
PublicationTitleAlternate Am J Manag Care
PublicationYear 2017
Publisher MultiMedia Healthcare Inc
Publisher_xml – name: MultiMedia Healthcare Inc
SSID ssj0036846
Score 2.1928058
Snippet To evaluate the effects of formulary restrictions on utilization and costs of oral hypoglycemic agents (OHAs), statins, and renin-angiotensin system (RAS)...
Objectives: To evaluate the effects of formulary restrictions on utilization and costs of oral hypoglycemic agents (OHAs), statins, and renin-angiotensin...
SourceID proquest
pubmed
SourceType Aggregation Database
Index Database
StartPage e265
SubjectTerms Age Factors
Aged
Aged, 80 and over
Angiotensin II Type 1 Receptor Blockers - economics
Angiotensin II Type 1 Receptor Blockers - therapeutic use
Brand names
Costs
Diabetes Mellitus, Type 2 - drug therapy
Dipeptidyl-Peptidase IV Inhibitors - economics
Dipeptidyl-Peptidase IV Inhibitors - therapeutic use
Drug use
Drug Utilization - economics
Drugs, Generic - economics
Dyslipidemias - drug therapy
Female
Formularies as Topic
Generic drugs
Humans
Hydroxymethylglutaryl-CoA Reductase Inhibitors - economics
Hydroxymethylglutaryl-CoA Reductase Inhibitors - therapeutic use
Hypertension - drug therapy
Hypoglycemic Agents - economics
Hypoglycemic Agents - therapeutic use
Impact analysis
Low income groups
Male
Medicare
Medicare Part D - economics
Medicare Part D - organization & administration
Poverty - statistics & numerical data
Restrictions
United States
Title Impact of formulary restrictions on medication use and costs
URI https://www.ncbi.nlm.nih.gov/pubmed/29087150
https://www.proquest.com/docview/1962597966
https://www.proquest.com/docview/1958536710
Volume 23
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV3fS8MwEA5uT4KIv51OieCbVNamTRfwRUSZgiJYoW-laRPwYe3Yugf96700aVrFgfoSShL6kO-43F3uu0PonDOXCxEIhzMZOD7lrsOJS50gD0chp2Cj58pRfHyik1f_IQ7ipkO2YZdU_DL7-JFX8h9UYQ5wVSzZPyBrfwoT8A34wggIw_grjO8txVGZniqh9P1C9dqYv2Umwa3Qj-ca5eVCGBrbQtdvaqzSqKWXFN1aEjq1Na_LV9tQjKFzxB25eqlUaqgVlTby-mx7sHWKGLTh06ic2qi0oUSYAARcak36G9wfWmkyQh2Psi9aVbOIjfSMOypSeLo5RAef2bQGyGMjcN90HdpvRbCbpR7qEbfmdMc2k4dQsKFUUWezZ7WvUNsM0RbaNMY-vtbIbaM1UeygDR0pxZoAtouuNIq4lNiiiLso4rLALYoYUMSAIq5R3EPR3W10M3FMTwtn5hFWOaniAhMZ5JJ7BKzXVD1tq8dy4vM0I8wnXBKqisSRwM3G0pcukyQDRzHNZZaTfdQvykIcIuym4BeNUi-liotMxzxkLoERbg0qPOkP0LA5hsRIziIBfQv-bgg-7gCd2WXQKOqZKC1EuVR7wIUkFEzPATrQx5fMdOmTpDnjo5Urx2i9FZIh6lfzpTgBu63ipzVqn7n9RsA
linkProvider Geneva Foundation for Medical Education and Research
openUrl ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Impact+of+formulary+restrictions+on+medication+use+and+costs&rft.jtitle=The+American+journal+of+managed+care&rft.au=Shen%2C+Xian&rft.au=Stuart%2C+Bruce+C&rft.au=Powers%2C+Christopher+A&rft.au=Tom%2C+Sarah+E&rft.date=2017-08-01&rft.eissn=1936-2692&rft.volume=23&rft.issue=8&rft.spage=e265&rft_id=info%3Apmid%2F29087150&rft.externalDocID=29087150
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=1088-0224&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=1088-0224&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=1088-0224&client=summon