Understanding profit margins of medical providers from prescription drugs: evidence from Taiwan

This study empirically estimates the magnitude and associated determinants of profit margins that medical providers earn from prescription drugs based on Taiwan's pharmaceutical market. Our main data set is from the population-based claims data compiled by the National Health Insurance Research...

Full description

Saved in:
Bibliographic Details
Published inInternational health Vol. 12; no. 4; pp. 272 - 280
Main Author Liu, Ya-Ming
Format Journal Article
LanguageEnglish
Published England Oxford University Press 01.07.2020
Subjects
Online AccessGet full text

Cover

Loading…
Abstract This study empirically estimates the magnitude and associated determinants of profit margins that medical providers earn from prescription drugs based on Taiwan's pharmaceutical market. Our main data set is from the population-based claims data compiled by the National Health Insurance Research Database covering three waves of price adjustment: July-December 2004, October 2007-September 2008 and October 2009-September 2010. Only drugs whose reimbursement prices were adjusted using the R-zone formula were used as samples for this study. By calculating the difference between retail and wholesale prices for 796 pharmaceutical products, we can estimate the profit margin determinants using the regression model. We found evidence that suppliers of generic drugs tend to offer larger discounts to medical providers than suppliers of brand-name drugs. In addition, the countervailing power of wholesale pharmaceuticals, as measured by the discount rate offered by pharmaceutical manufacturers, is positively associated with the degree of competition within the pharmaceutical market and the size of the market itself. Our findings imply that the profit-seeking behaviour exhibited by medical providers is the engine of competitive forces in Taiwan's prescription drug market. This creates financial incentives for them, which in turn influences their choices of prescription drugs.
AbstractList This study empirically estimates the magnitude and associated determinants of profit margins that medical providers earn from prescription drugs based on Taiwan's pharmaceutical market.BACKGROUNDThis study empirically estimates the magnitude and associated determinants of profit margins that medical providers earn from prescription drugs based on Taiwan's pharmaceutical market.Our main data set is from the population-based claims data compiled by the National Health Insurance Research Database covering three waves of price adjustment: July-December 2004, October 2007-September 2008 and October 2009-September 2010. Only drugs whose reimbursement prices were adjusted using the R-zone formula were used as samples for this study. By calculating the difference between retail and wholesale prices for 796 pharmaceutical products, we can estimate the profit margin determinants using the regression model.METHODSOur main data set is from the population-based claims data compiled by the National Health Insurance Research Database covering three waves of price adjustment: July-December 2004, October 2007-September 2008 and October 2009-September 2010. Only drugs whose reimbursement prices were adjusted using the R-zone formula were used as samples for this study. By calculating the difference between retail and wholesale prices for 796 pharmaceutical products, we can estimate the profit margin determinants using the regression model.We found evidence that suppliers of generic drugs tend to offer larger discounts to medical providers than suppliers of brand-name drugs. In addition, the countervailing power of wholesale pharmaceuticals, as measured by the discount rate offered by pharmaceutical manufacturers, is positively associated with the degree of competition within the pharmaceutical market and the size of the market itself.RESULTSWe found evidence that suppliers of generic drugs tend to offer larger discounts to medical providers than suppliers of brand-name drugs. In addition, the countervailing power of wholesale pharmaceuticals, as measured by the discount rate offered by pharmaceutical manufacturers, is positively associated with the degree of competition within the pharmaceutical market and the size of the market itself.Our findings imply that the profit-seeking behaviour exhibited by medical providers is the engine of competitive forces in Taiwan's prescription drug market. This creates financial incentives for them, which in turn influences their choices of prescription drugs.CONCLUSIONSOur findings imply that the profit-seeking behaviour exhibited by medical providers is the engine of competitive forces in Taiwan's prescription drug market. This creates financial incentives for them, which in turn influences their choices of prescription drugs.
This study empirically estimates the magnitude and associated determinants of profit margins that medical providers earn from prescription drugs based on Taiwan's pharmaceutical market. Our main data set is from the population-based claims data compiled by the National Health Insurance Research Database covering three waves of price adjustment: July-December 2004, October 2007-September 2008 and October 2009-September 2010. Only drugs whose reimbursement prices were adjusted using the R-zone formula were used as samples for this study. By calculating the difference between retail and wholesale prices for 796 pharmaceutical products, we can estimate the profit margin determinants using the regression model. We found evidence that suppliers of generic drugs tend to offer larger discounts to medical providers than suppliers of brand-name drugs. In addition, the countervailing power of wholesale pharmaceuticals, as measured by the discount rate offered by pharmaceutical manufacturers, is positively associated with the degree of competition within the pharmaceutical market and the size of the market itself. Our findings imply that the profit-seeking behaviour exhibited by medical providers is the engine of competitive forces in Taiwan's prescription drug market. This creates financial incentives for them, which in turn influences their choices of prescription drugs.
Author Liu, Ya-Ming
Author_xml – sequence: 1
  givenname: Ya-Ming
  surname: Liu
  fullname: Liu, Ya-Ming
  organization: Department of Economics, National Cheng Kung University, No. 1 University Road, Tainan, 70101 Taiwan
BackLink https://www.ncbi.nlm.nih.gov/pubmed/31647555$$D View this record in MEDLINE/PubMed
BookMark eNp1kUtPAyEUhYmp0ba6d2Vm6aYWhoEZXJiYxldi4qZdE2CYFjOFCrRGf71M-oiauAJyv3MO994B6FlnNQAXCF4jyPDY2LjQoo2LsVl8wTI_An1UlXSEC0h6hzvCp2AQwhuEtMI0PwGnGNGiJIT0AZ_ZWvsQha2NnWcr7xoTs6Xwc2ND5ppsqWujRNtVNqZDs8a7ZXrqoLxZReNsVvv1PNxkugOs0ltiKsyHsGfguBFt0Oe7cwhmD_fTydPo5fXxeXL3MlKY0TgiRCpWCEJQ2RRECCqRpKgimNWNYEwx2mgCkZSU0ApKqqCmElc1k6JUZepwCG63vqu1TF9W2kYvWr7yJvXyyZ0w_HfFmgWfuw0vcZ4jViaDq52Bd-9rHSJfmqB02wqr3TrwHMOK5DDHRUIvf2YdQvZTTQDdAsq7ELxuuDJRdKNK0ablCPJuffywPr5dXxLCP8K997-Sb-9SpWo
CitedBy_id crossref_primary_10_1057_s41599_024_03389_4
crossref_primary_10_1016_j_jfma_2024_08_018
crossref_primary_10_1515_bejeap_2020_0344
crossref_primary_10_1136_bmjgh_2024_016055
crossref_primary_10_3389_fpubh_2022_891186
crossref_primary_10_52937_hira_22_2_2_e8
Cites_doi 10.1016/j.jhealeco.2012.01.003
10.1016/j.jhealeco.2009.06.008
10.1377/hlthaff.27.1.179
10.1257/089533002320950975
10.1111/j.1467-6451.2010.00408.x
10.2165/00019053-200624090-00006
10.1257/aer.102.6.2826
10.1016/j.jhealeco.2012.10.009
10.1016/j.jhealeco.2008.10.009
10.1007/s10754-012-9117-y
10.1016/0167-6296(91)90023-G
10.1162/003355300555097
10.1016/j.jhealeco.2012.03.003
10.1111/j.0741-6261.2007.00115.x
ContentType Journal Article
Copyright The Author(s) 2019. Published by Oxford University Press on behalf of Royal Society of Tropical Medicine and Hygiene.
The Author(s) 2019. Published by Oxford University Press on behalf of Royal Society of Tropical Medicine and Hygiene. 2019
Copyright_xml – notice: The Author(s) 2019. Published by Oxford University Press on behalf of Royal Society of Tropical Medicine and Hygiene.
– notice: The Author(s) 2019. Published by Oxford University Press on behalf of Royal Society of Tropical Medicine and Hygiene. 2019
DBID AAYXX
CITATION
CGR
CUY
CVF
ECM
EIF
NPM
7X8
5PM
DOI 10.1093/inthealth/ihz072
DatabaseName CrossRef
Medline
MEDLINE
MEDLINE (Ovid)
MEDLINE
MEDLINE
PubMed
MEDLINE - Academic
PubMed Central (Full Participant titles)
DatabaseTitle CrossRef
MEDLINE
Medline Complete
MEDLINE with Full Text
PubMed
MEDLINE (Ovid)
MEDLINE - Academic
DatabaseTitleList MEDLINE - Academic
MEDLINE
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 1876-3405
EndPage 280
ExternalDocumentID PMC7322197
31647555
10_1093_inthealth_ihz072
Genre Research Support, Non-U.S. Gov't
Journal Article
GeographicLocations Taiwan
GeographicLocations_xml – name: Taiwan
GrantInformation_xml – fundername: ;
  grantid: 101-2410-H-006-020-MY2
GroupedDBID ---
.2P
.I3
0R~
4.4
48X
53G
71M
AAFWJ
AAJKP
AAMVS
AAOGV
AAPXW
AAVAP
AAYXX
ABCQX
ABDBF
ABEJV
ABEUO
ABGNP
ABIXL
ABKDP
ABNKS
ABPTD
ABQLI
ABXVV
ABZBJ
ACGFS
ACHQT
ACUHS
ADBBV
ADEYI
ADHKW
ADHZD
ADOCK
ADRTK
ADYVW
ADZXQ
AEGPL
AEJOX
AEKSI
AEMDU
AENEX
AENZO
AEPUE
AEWNT
AFIYH
AFOFC
AGINJ
AGSYK
ALMA_UNASSIGNED_HOLDINGS
ALUQC
AMNDL
APIBT
AVWKF
AXUDD
BAYMD
BEYMZ
BHONS
BTRTY
BVRKM
CDBKE
CITATION
DAKXR
DILTD
D~K
EBD
EBS
EE~
F5P
F9B
FDB
GJXCC
H13
H5~
HAR
HW0
HZ~
J21
KOP
KSI
L7B
N9A
NGC
NOYVH
O9-
OAWHX
ODMLO
OJQWA
OK1
OZT
O~Y
P2P
PAFKI
PEELM
Q1.
Q5Y
RW1
RXO
SES
TJX
TOX
YAYTL
YKOAZ
~S-
ACUFI
ADJQC
ADRIX
AFULF
AFXEN
CGR
CUY
CVF
ECM
EIF
KSN
NPM
ROX
SDF
7X8
5PM
M41
NU-
ID FETCH-LOGICAL-c396t-55bc94a5517f45aa6b1b618539dfa99c96fe501bb65680b6c0e6b38d9ba7c7413
ISSN 1876-3413
1876-3405
IngestDate Thu Aug 21 13:56:24 EDT 2025
Thu Jul 10 18:31:49 EDT 2025
Wed Feb 19 02:28:28 EST 2025
Tue Jul 01 04:21:29 EDT 2025
Thu Apr 24 22:51:56 EDT 2025
IsDoiOpenAccess true
IsOpenAccess true
IsPeerReviewed true
IsScholarly true
Issue 4
Keywords profit margin
profit-seeking behaviour
National Health Insurance
Language English
License http://creativecommons.org/licenses/by-nc/4.0
The Author(s) 2019. Published by Oxford University Press on behalf of Royal Society of Tropical Medicine and Hygiene.
This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/4.0/), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited. For commercial re-use, please contact journals.permissions@oup.com
LinkModel OpenURL
MergedId FETCHMERGED-LOGICAL-c396t-55bc94a5517f45aa6b1b618539dfa99c96fe501bb65680b6c0e6b38d9ba7c7413
Notes ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 23
OpenAccessLink https://pubmed.ncbi.nlm.nih.gov/PMC7322197
PMID 31647555
PQID 2308520234
PQPubID 23479
PageCount 9
ParticipantIDs pubmedcentral_primary_oai_pubmedcentral_nih_gov_7322197
proquest_miscellaneous_2308520234
pubmed_primary_31647555
crossref_citationtrail_10_1093_inthealth_ihz072
crossref_primary_10_1093_inthealth_ihz072
ProviderPackageCode CITATION
AAYXX
PublicationCentury 2000
PublicationDate 2020-07-01
PublicationDateYYYYMMDD 2020-07-01
PublicationDate_xml – month: 07
  year: 2020
  text: 2020-07-01
  day: 01
PublicationDecade 2020
PublicationPlace England
PublicationPlace_xml – name: England
PublicationTitle International health
PublicationTitleAlternate Int Health
PublicationYear 2020
Publisher Oxford University Press
Publisher_xml – name: Oxford University Press
References Epstein (2020062901535397300_ref6) 2012
2020062901535397300_ref13
Yang (2020062901535397300_ref12) 2008
Arrow (2020062901535397300_ref2) 1963
Iizuka (2020062901535397300_ref4) 2007
Lee (2020062901535397300_ref14) 2006
Duggan (2020062901535397300_ref15) 2000
McGuire (2020062901535397300_ref1) 2000
Ellison (2020062901535397300_ref11) 2010
Horwitz (2020062901535397300_ref16) 2009
Liu (2020062901535397300_ref10) 2012
Bayindir (2020062901535397300_ref17) 2012
Berndt (2020062901535397300_ref8) 2002
Meijer (2020062901535397300_ref9) 2013
Blomqvist (2020062901535397300_ref3) 1991
Liu (2020062901535397300_ref5) 2009
Iizuka (2020062901535397300_ref7) 2012
References_xml – start-page: 359
  issue: 2
  year: 2012
  ident: 2020062901535397300_ref17
  article-title: Hospital ownership type and treatment choices
  publication-title: J Health Econ.
  doi: 10.1016/j.jhealeco.2012.01.003
– start-page: 924
  issue: 5
  year: 2009
  ident: 2020062901535397300_ref16
  article-title: Hospital ownership and medical services: market mix, spillover effects, and nonprofit objective
  publication-title: J Health Econ.
  doi: 10.1016/j.jhealeco.2009.06.008
– start-page: 179
  issue: 1
  year: 2008
  ident: 2020062901535397300_ref12
  article-title: Economic evaluation and pharmaceutical reimbursement reform in South Korea’s national health insurance
  publication-title: Health Aff (Millwood).
  doi: 10.1377/hlthaff.27.1.179
– start-page: 45
  issue: 4
  year: 2002
  ident: 2020062901535397300_ref8
  article-title: Pharmaceuticals in U.S. healthcare: determinants of quantity and price
  publication-title: J Econ Perspect.
  doi: 10.1257/089533002320950975
– start-page: 32
  issue: 1
  year: 2010
  ident: 2020062901535397300_ref11
  article-title: Countervailing power in wholesale pharmaceuticals
  publication-title: J Ind Econ.
  doi: 10.1111/j.1467-6451.2010.00408.x
– start-page: 891
  issue: 9
  year: 2006
  ident: 2020062901535397300_ref14
  article-title: Impacts of cost containment strategies on pharmaceutical expenditures of the national health insurance in Taiwan, 1996–2003
  publication-title: Pharmacoeconomics.
  doi: 10.2165/00019053-200624090-00006
– start-page: 2826
  issue: 6
  year: 2012
  ident: 2020062901535397300_ref7
  article-title: Physician agency and the adoption of generic pharmaceuticals
  publication-title: Am Econ Rev.
  doi: 10.1257/aer.102.6.2826
– start-page: 88
  issue: 1
  year: 2013
  ident: 2020062901535397300_ref9
  article-title: Health expenditure growth: looking beyond the average through decomposition of the full distribution
  publication-title: J Health Econ.
  doi: 10.1016/j.jhealeco.2012.10.009
– start-page: 341
  issue: 2
  year: 2009
  ident: 2020062901535397300_ref5
  article-title: Financial incentives and physicians’ prescription decisions on the choice between brand-name and generic drugs: evidence from Taiwan
  publication-title: J Health Econ.
  doi: 10.1016/j.jhealeco.2008.10.009
– start-page: 285
  issue: 4
  year: 2012
  ident: 2020062901535397300_ref6
  article-title: Physician response to financial incentives when choosing drugs to treat breast cancer
  publication-title: Int J Health Care Finance Econ.
  doi: 10.1007/s10754-012-9117-y
– start-page: 411
  issue: 4
  year: 1991
  ident: 2020062901535397300_ref3
  article-title: The doctor as double agent: information asymmetry, health insurance, and medical care
  publication-title: J Health Econ.
  doi: 10.1016/0167-6296(91)90023-G
– start-page: 1343
  issue: 4
  year: 2000
  ident: 2020062901535397300_ref15
  article-title: Hospital ownership and public medical spending
  publication-title: Q J Econ.
  doi: 10.1162/003355300555097
– start-page: 941
  issue: 5
  year: 1963
  ident: 2020062901535397300_ref2
  article-title: Uncertainty and the welfare economics of medical care
  publication-title: Am Econ Rev.
– start-page: 471
  issue: 3
  year: 2012
  ident: 2020062901535397300_ref10
  article-title: Regulation and competition in the Taiwanese pharmaceutical market under national health insurance
  publication-title: J Health Econ.
  doi: 10.1016/j.jhealeco.2012.03.003
– ident: 2020062901535397300_ref13
– start-page: 461
  volume-title: Handbook of health economics
  year: 2000
  ident: 2020062901535397300_ref1
– start-page: 844
  issue: 3
  year: 2007
  ident: 2020062901535397300_ref4
  article-title: Experts’ agency problems: evidence from the prescription drug market in Japan
  publication-title: RAND J Econ.
  doi: 10.1111/j.0741-6261.2007.00115.x
SSID ssj0068362
Score 2.1948285
Snippet This study empirically estimates the magnitude and associated determinants of profit margins that medical providers earn from prescription drugs based on...
SourceID pubmedcentral
proquest
pubmed
crossref
SourceType Open Access Repository
Aggregation Database
Index Database
Enrichment Source
StartPage 272
SubjectTerms Drug Costs - statistics & numerical data
Drug Industry - economics
Drugs, Generic - economics
Drugs, Generic - supply & distribution
Humans
National Health Programs - statistics & numerical data
Original
Practice Patterns, Physicians' - economics
Practice Patterns, Physicians' - statistics & numerical data
Prescription Drugs - economics
Prescription Drugs - supply & distribution
Taiwan
Title Understanding profit margins of medical providers from prescription drugs: evidence from Taiwan
URI https://www.ncbi.nlm.nih.gov/pubmed/31647555
https://www.proquest.com/docview/2308520234
https://pubmed.ncbi.nlm.nih.gov/PMC7322197
Volume 12
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV3di9QwEA96vggifrvnBxF8Eanbbj7a-CZyxyHn3UsX9q0kaeqtaFf2uhzcX--kk2a33iGnL6Wk06TkN53MJPNByFvHa8lTLZLZzKiEg5BMDLAGWCmWN1lqbV73DrIn8mjOvyzEYlvqsI8u6cwHe3ltXMn_oAptgKuPkv0HZGOn0AD3gC9cAWG43gjj-SgypS-_3b3_qdd-EzkenPtQqxBud47RJN73NQqLer351rvFuVBfFGlKvbwIjPN96-y-3TvE-MnozrPc9LJcJ1-HpTDsJIDZOHidDsIPJGPCeIqnzO6atkFiznY4g--KPyzDc0UsY8qqZdvhx_n7s8sUicc5sE9Oq8P58XFVHizK2-TODJR_X5eiPF0M66ssWF8mNn5ZOHyGMaZxhCn2P1Y2rlgQfzrC7mgW5QNyP5gE9BPi-5Dccu0jcg_3UymGiT0m1QhriljTgDVdNTRgTSPW1ONId7GmPdYf6YA0UiDST8j88KD8fJSE4hiJZUp2iRDGKq5B4c0bLrSWJjPSK1-qbrRSVsnGiTQzBhT2IjXSpk4aVtTK6NyCGsmekr121brnhDJTN6xwvJHCcZM5pWth6xljtZV5ZrMJmQ6zWNmQOd4XMPlRoQcDq-K8VzjvE_IuvvELs6b8hfbNAEwFos2fV-nWrTbnFVjHhQBGZXxCniFQsTfm8-AJISYkH0EYCXza9PGTdnnWp0_PYQ3LVL5_g3FfkLvbH-Ul2evWG_cKlNDOvO558je-rZKy
linkProvider Oxford University Press
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=Understanding+profit+margins+of+medical+providers+from+prescription+drugs%3A+evidence+from+Taiwan&rft.jtitle=International+health&rft.au=Liu%2C+Ya-Ming&rft.date=2020-07-01&rft.issn=1876-3405&rft.eissn=1876-3405&rft.volume=12&rft.issue=4&rft.spage=272&rft_id=info:doi/10.1093%2Finthealth%2Fihz072&rft.externalDBID=NO_FULL_TEXT
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=1876-3413&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=1876-3413&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=1876-3413&client=summon