Information collaboration is crucial for optimizing resource allocation and improving diagnostic efficiency across hospital tiers through enhanced information technology capacity. To characterize the dynamic decision-making mechanism between general hospitals (GHs) and primary healthcare centers (PHCs), a two-player differential game model was constructed to analyze the relationship between optimal investment levels and corresponding payoffs and explore how GHs can incentivize collaboration by adjusting their investment intensity and sharing PHCs’ costs. The results indicate that information collaboration is a win-win strategy. Its dynamic equilibrium shows that GHs make intensive efforts in the early stage of digital construction. However, such investment decreases over time as patient information accessibility becomes limited. Under the collaboration mode, although GHs’ digital investment is lower than that in the independent operation, the total system payoff significantly increases. This improvement arises because PHCs, with their locational and informational advantages, undertake major digitalization tasks, allowing GHs to focus resources on disease treatment. The introduction of collaboration incentives strengthens this performance improvement.
| [1] |
YARAGHI N, DU A Y, SHARMAN R, et al. Health information exchange as a multisided platform: Adoption, usage, and practice involvement in service co-production[J]. Information Systems Research, 2014, 26(1): 1-18.
|
| [2] |
ADJERID I, ADLER-MILSTEIN J, ANGST C. Reducing medicare spending through electronic health information exchange: The role of incentives and exchange maturity[J]. Information Systems Research, 2018, 29(2): 341-361.
|
| [3] |
HUANG Z, YUAN L. Enhancing learning and exploratory search with concept semantics in online healthcare knowledge management systems: An interactive knowledge visualization approach[J]. Expert Systems with Applications, 2024, 237: 121558.
|
| [4] |
LI Y, LU L X, LU S F, et al. The value of health information technology interoperability: Evidence from interhospital transfer of heart attack patients[J]. Manufacturing & Service Operations Management, 2021, 24(2): 827-845.
|
| [5] |
EFTEKHARI S, YARAGHI N, GOPAL R D, et al. Impact of health information exchange adoption on referral patterns[J]. Management Science, 2022, 69(3): 1615-1638.
|
| [6] |
KIM K, TSE E T S. Dynamic search engine competition with a knowledge-sharing service[J]. Decision Support Systems, 2012, 52(2): 427-437.
|
| [7] |
GOMES J, ROMÃO M. Information system maturity models in healthcare[J]. Journal of Medical Systems, 2018, 42(12): 235.
|
| [8] |
NIU B Z, XU H T, DAI Z P. Check only once? Health information exchange between competing private hospitals[J]. Omega, 2022, 107: 102556.
|
| [9] |
CHENG N N, LI H F, BANG Y. Pay-for-performance schemes and hospital HIT adoption[J]. Decision Support Systems, 2023, 164: 113868.
|
| [10] |
RAJAPAKSHE T, KUMAR S, SEN A R, et al. Sustainability planning for healthcare information exchanges with supplier rebate program[J]. Operations Research, 2020, 68(3): 793-817.
|
| [11] |
LIANG Y X, ZHAO L D. Sustainability of health information exchange platform based on information cooperation[J]. Journal of Southeast University (English Edition), 2021, 37(3): 332-338.
|
| [12] |
OZDEMIR Z, BARRON J, BANDYOPADHYAY S. An analysis of the adoption of digital health records under switching costs[J]. Information Systems Research, 2011, 22(3): 491-503.
|
| [13] |
ZHAO J. Coordination of elderly healthcare service supply chain with information asymmetry: Designs of option contracts under different demand distribution statuses[J]. RAIRO—Operations Research, 2020, 54(5): 1291-1307.
|
| [14] |
HE Y M, TONG X, RAN B, et al. Research on game strategies of participants in highway prevention and control of noise pollution[J/OL]. Journal of Southeast University (English Edition), 2025[2025-10-10]. https://link.cnki.net/urlid/32.1325.N.20251010.1030.003.
|
| [15] |
ZHANG Z G, YIN X L. Designing a sustainable two-tier service system with customer’s asymmetric preference for servers[J]. Production and Operations Management, 2021, 30(11): 3856-3880.
|
| [16] |
CHEN W H, ZHANG Z G, HUA Z S. Analysis of two-tier public service systems under a government subsidy policy[J]. Computers & Industrial Engineering, 2015, 90: 146-157.
|
| [17] |
YU M, ZHOU W, JIANG B W. Referral strategies and capacity decisions in a tiered hospital system with gatekeeping designs: Exemplified with Chinese healthcare system[J]. Computers & Industrial Engineering, 2022, 171: 108447.
|
| [18] |
WANG J J, LI Z P, SHI J, et al. Hospital referral and capacity strategies in the two-tier healthcare systems[J]. Omega, 2021, 100: 102229.
|
| [19] |
LI Z P, WANG J J, CHANG A C, et al. Capacity reallocation via sinking high-quality resource in a hierarchical healthcare system[J]. Annals of Operations Research, 2021, 300(1): 97-135.
|
| [20] |
KIM I, SPRINGER M. Effects of waiting time information on the performance of a two-tier service system[J]. Journal of the Operational Research Society, 2024, 75(4): 634-646.
|
| [21] |
ZHANG Z G, YIN X L. Information and pricing effects in two-tier public service systems[J]. International Journal of Production Economics, 2021, 231: 107897.
|
| [22] |
ADIDA E, BRAVO F. Contracts for healthcare referral services: Coordination via outcome-based penalty contracts[J]. Management Science, 2018, 65(3): 1322-1341.
|
| [23] |
ZHOU C H, LAN Y F, ZHAO R Q, et al. Incentive schemes for readmissions reduction in coordinating reverse referral healthcare services[J]. Computers & Industrial Engineering, 2023, 176: 108938.
|
| [24] |
ZHOU C H, LAN Y F, LI W F, et al. Medicare policies in a two-tier healthcare system with overtreatment[J]. Omega, 2022, 109: 102607.
|
| [25] |
SUN H, WANG H Y. Enhancing customers prevention efforts: An incentive feedback mechanism design[J]. Journal of Southeast University (English Edition), 2021, 37(4): 436-444.
|
| [26] |
BRAVO F, LEVI R, PERAKIS G, et al. Care coordination for healthcare referrals under a shared-savings program[J]. Production and Operations Management, 2023, 32(1): 189-206.
|
| [27] |
LIU H L, YU Y M, BENJAAFAR S, et al. Price-directed cost sharing and demand allocation among service providers with multiple demand sources and multiple facilities[J]. Manufacturing & Service Operations Management, 2021, 24(1): 647-663.
|
| [28] |
JØRGENSEN S, TABOUBI S, ZACCOUR G. Retail promotions with negative brand image effects: Is cooperation possible?[J]. European Journal of Operational Research, 2003, 150(2): 395-405.
|
Funding
National Natural Science Foundation of China(72071042)