Value of Outcome-based Pricing Strategy with the Consideration of Capacity Planning

Youzi Zhai , Lijun Ma , Weili Xue , Ziyan Han

Journal of Systems Science and Systems Engineering ›› 2025, Vol. 34 ›› Issue (4) : 410 -431.

PDF
Journal of Systems Science and Systems Engineering ›› 2025, Vol. 34 ›› Issue (4) : 410 -431. DOI: 10.1007/s11518-025-5660-1
Article
research-article

Value of Outcome-based Pricing Strategy with the Consideration of Capacity Planning

Author information +
History +
PDF

Abstract

The continued spike in the prices of new drugs and their various postmarketing uncertainties have posed significant challenges for insurers. To induce insurers to cover their new drugs, pharmaceutical firms develop an innovative outcome-based pricing (OBP) strategy through which drugs are paid only if they are valid for specific patients within specified time periods. While the OBP strategy addresses the effectiveness uncertainty of the new drugs, the performance of this strategy in addressing demand uncertainty, another major challenge faced by pharmaceutical supply chains, remains unclear. To address this gap, we develop a stylized model to analyse the impact of the OBP strategy with the consideration of capacity planning for new drugs on pharmaceutical firms, insurers, and patients from the perspective of demand uncertainty. Compared to uniform pricing strategies, we find that when demand uncertainty is relatively high, the OBP strategy benefits both the firm and the insurer by reducing demand uncertainty through capacity planning and sharing limited drug effectiveness. Otherwise, only one stakeholder benefits. Moreover, for drugs with limited effectiveness, a coordinating OBP contract with an additional fee transferred from the firm to the insurer can make both better off under different demand uncertainty scenarios.

Keywords

Supply chain management in healthcare / outcome-based reimbursement / capacity planning / risk sharing / health insurance

Cite this article

Download citation ▾
Youzi Zhai, Lijun Ma, Weili Xue, Ziyan Han. Value of Outcome-based Pricing Strategy with the Consideration of Capacity Planning. Journal of Systems Science and Systems Engineering, 2025, 34(4): 410-431 DOI:10.1007/s11518-025-5660-1

登录浏览全文

4963

注册一个新账户 忘记密码

References

[1]

AdidaE. Outcome-based pricing for new pharmaceuticals via rebates. Management Science, 2021, 67(2): 892-913

[2]

AdidaE, BravoF. Contracts for healthcare referral services: Coordination via outcome-based penalty contracts. Management Science, 2019, 65(3): 1322-1341

[3]

AdidaE, MamaniH, NassiriS. Bundled payment vs. fee-for-service: Impact of payment scheme on performance. Management Science, 2017, 63(5): 1606-1624

[4]

BarrosP P. The simple economics of risk-sharing agreements between the NHS and the pharmaceutical industry. Health Economic, 2011, 20(4): 461-470

[5]

BetchevaL, ErhunF, JiangH Y. OM forum-supply chain thinking in healthcare: Lessons and outlooks. Manufacturing & Service Operations Management, 2020, 23(6): 1333-1353

[6]

BurnsL RThe Health Care Value Chain: Producers, Purchasers, and Providers, 2002, San Francisco. Jossey-Bass.

[7]

CarlsonJ J, SullivanS D, GarrisonL P, NeumannP J, VeenstraD L. Linking payment to health outcomes: A taxonomy and examination of performance-based reimbursement schemes between healthcare payers and manufacturers. Health Policy, 2010, 96(3): 179-190

[8]

CBOPrescription drugs: Spending, use, and prices, 2022Accessed January 21, 2022

[9]

HansenK R N, GrunowM. Planning operations before market launch for balancing time-to-market and risks in pharmaceutical supply chains. International Journal of Production Economics, 2015, 161: 129-139

[10]

HansenK R N, GrunowM. Modelling ramp-up curves to reflect learning: Improving capacity planning in secondary pharmaceutical production. International Journal of Production Research, 2015, 53(18): 5399-5417

[11]

IacoccaK, MaharS, WrightP D. Strategic horizontal integration for drug cost reduction in the pharmaceutical supply chain. Omega, 2022, 108102589

[12]

LiuY, ZhangJ, ChengT C E, RuY, HuaG. The impacts of drug price regulations in China. Journal of Systems Science and Systems Engineering, 2019, 28: 674-693

[13]

JiaJ, ZhaoH. Mitigating the U.S. drug shortages through Pareto-improving contracts. Production and Operations Management, 2017, 26(8): 1463-1480

[14]

JiangH, ZhanP, SavinS. Performance-based contracts for outpatient medical services. Manufacturing & Service Operations Management, 2012, 14(4): 654-669

[15]

KahnemanD, TverskyA. Prospect theory: An analysis of decision under risk. Econometrica, 1979, 47(2): 263-291

[16]

MaL JInventory models with downside risk measures, 2007

[17]

MahjoubR, OdegaardF, ZaricG S. Evaluation of a pharmaceutical risk-sharing agreement when patients are screened for the probability of success. Health Economic, 2018, 27(1): e15-e25

[18]

NguyenA, LamouriS, PellerinR, TamayoS, LekensB. Data analytics in pharmaceutical supply chains: State of the art, opportunities, and challenges. International Journal of Production Research, 2022, 60(22): 6888-6907

[19]

nVenticnVentic big pharma inventory trends benchmarking report 2022, 2022Accessed May 10, 2022

[20]

OlsderW, MartaganT, TangC S. Improving access to rare disease treatments: Subsidy, pricing, and payment schemes. Management Science, 2023, 69(9): 5256-5274

[21]

ParisV, BelloniAValue in pharmaceutical pricing, 201363

[22]

PatheonManaging demand uncertainty in biologics production, 2017Accessed Dec 20, 2017

[23]

PetruzziN C, DadaM. Pricing and the newsvendor problem: A review with extensions. Operations Research, 1999, 47(2): 183-194

[24]

RasielE B, WeinfurtK P, SchulmanK A. Can prospect theory explain risk-seeking behavior by terminally ill patients?. Medical Decision Making, 2005, 25(6): 609-613

[25]

SchwarzL BYihY. Healthcare-product supply chains: Medical surgical supplies, pharmaceuticals, and orthopedic devices. Handbook of Healthcare Delivery Systems, 2010, USA. Taylor & Francis. 812

[26]

SeeleyE, KesselheimA SOutcomes-based pharmaceutical contracts: An answer to high U.S. drug spending?, 2017, New York. The Commonwealth Fund.

[27]

ShahN. Pharmaceutical supply chains: Key issues and strategies for optimisation. Computers & Chemical Engineering, 2005, 28(6–7): 929-941

[28]

SharmaA, KumarD, AroraN. Analyzing pharmaceutical industry risks under uncertainty for performance improvement: An Indian scenario. Business Process Management Journal, 2023, 29(7): 1961-1988

[29]

STATISTANew medicine brands spending in the U.S. from 2012 to 2021, 2022Accessed June 15, 2022

[30]

XuL, LiH M, ZhaoH. Outcome-based reimbursement: The solution to high drug spending?. Manufacturing & Service Operations Management, 2022, 24(4): 2029-2047

[31]

ZaricG S, O’BrienB J. Analysis of a pharmaceutical risk sharing agreement based on the purchaser’s total budget. Health Economic, 2005, 14(8): 793-803

[32]

ZhangH, ZaricG S, HuangT. Optimal design of a pharmaceutical price-volume agreement under asymmetric information about expected market size. Production and Operations Management, 2011, 20(3): 334-346

RIGHTS & PERMISSIONS

Systems Engineering Society of China and Springer-Verlag GmbH Germany

AI Summary AI Mindmap
PDF

156

Accesses

0

Citation

Detail

Sections
Recommended

AI思维导图

/