Market Structure and Competitiveness of Malaysian Private Hospital Industry: A Structure, Conduct and Performance Analysis
The continuous increase in Malaysia's health-related Consumer Price Index (CPI) reflects rising healthcare expenses, potentially impacting families, and individuals reliant on ongoing medical care. This raises concerns about their ability to access quality healthcare without bearing excessive f...
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H Social Sciences (General) HF Commerce David Roland, Lesmana Market Structure and Competitiveness of Malaysian Private Hospital Industry: A Structure, Conduct and Performance Analysis |
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The continuous increase in Malaysia's health-related Consumer Price Index (CPI) reflects rising healthcare expenses, potentially impacting families, and individuals reliant on ongoing medical care. This raises concerns about their ability to access quality healthcare without bearing excessive financial burdens. The primary aim of this research is to analyse the market structure (HHI) of the Malaysian private hospital industry between 2002 and 2021. This study has found that the HHI result shows a significant drastic transition from monopoly to monopolistic market structure, coinciding with the enactment of the Competition Act in 2010. Also, both time series and panel data methodologies are employed to investigate the influence of HHI on medical inflation, and the impact between the market structure, conduct, and performance of this industry, utilizing the Structure-Conduct-Performance (SCP) Paradigm from Industrial Organisation theory. The time series results suggested that medical inflation is influenced by fluctuations in market concentration (HHI). While, in the panel model, it is found that there exists a reciprocal relationship between market share and concentration, with mutual reinforcement observed between capital intensity and return on sales. However, it is noted that only return on assets directly impacts return on sales. These findings emphasise the importance for policymakers to encourage healthy competition among economic entities operating within the Malaysian private hospital sector. |
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Market Structure and Competitiveness of Malaysian Private Hospital Industry: A Structure, Conduct and Performance Analysis |
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Market Structure and Competitiveness of Malaysian Private Hospital Industry: A Structure, Conduct and Performance Analysis |
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Market Structure and Competitiveness of Malaysian Private Hospital Industry: A Structure, Conduct and Performance Analysis |
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Market Structure and Competitiveness of Malaysian Private Hospital Industry: A Structure, Conduct and Performance Analysis |
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Market Structure and Competitiveness of Malaysian Private Hospital Industry: A Structure, Conduct and Performance Analysis |
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market structure and competitiveness of malaysian private hospital industry: a structure, conduct and performance analysis |
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my-unimas-ir.450842024-07-05T09:07:08Z Market Structure and Competitiveness of Malaysian Private Hospital Industry: A Structure, Conduct and Performance Analysis 2024-06-28 David Roland, Lesmana H Social Sciences (General) HF Commerce The continuous increase in Malaysia's health-related Consumer Price Index (CPI) reflects rising healthcare expenses, potentially impacting families, and individuals reliant on ongoing medical care. This raises concerns about their ability to access quality healthcare without bearing excessive financial burdens. The primary aim of this research is to analyse the market structure (HHI) of the Malaysian private hospital industry between 2002 and 2021. This study has found that the HHI result shows a significant drastic transition from monopoly to monopolistic market structure, coinciding with the enactment of the Competition Act in 2010. Also, both time series and panel data methodologies are employed to investigate the influence of HHI on medical inflation, and the impact between the market structure, conduct, and performance of this industry, utilizing the Structure-Conduct-Performance (SCP) Paradigm from Industrial Organisation theory. The time series results suggested that medical inflation is influenced by fluctuations in market concentration (HHI). While, in the panel model, it is found that there exists a reciprocal relationship between market share and concentration, with mutual reinforcement observed between capital intensity and return on sales. However, it is noted that only return on assets directly impacts return on sales. These findings emphasise the importance for policymakers to encourage healthy competition among economic entities operating within the Malaysian private hospital sector. Universiti Malaysia Sarawak (UNIMAS) 2024-06 Thesis http://ir.unimas.my/id/eprint/45084/ http://ir.unimas.my/id/eprint/45084/5/DSVA%20DAVID%20ROLAND%20LESMANA.pdf text en staffonly http://ir.unimas.my/id/eprint/45084/4/David%20Roland%20Lesmana%20%2824pgs%29.pdf text en public http://ir.unimas.my/id/eprint/45084/7/David%20Roland%20ft.pdf text en validuser other Universiti Malaysia Sarawak (UNIMAS) Faculty of Economics and Business Abbas, A., & Sheikh, M. R. (2022). Structure-Conduct-Performance (SCP) Paradigm: A VAR and VECM-based Granger Causality analysis. Zenodo (CERN European Organisation for Nuclear Research). https://doi.org/10.5281/zenodo.7593037 Adelman, M. A. (1969). Comment on the “H” concentration measure as a Numbers- Equivalent. The Review of Economics and Statistics, 51(1), 99. https://doi.org/10.2307/1926955 Ahmed, S., Manaf, N. H. A., & Islam, R. (2017). Measuring quality performance between public and private hospitals in Malaysia. International Journal of Quality and Service Sciences, 9(2), 218–228. https://doi.org/10.1108/ijqss-02-2017-0015 Ahmetoglu, G., Furnham, A., & Fagan, P. (2014). Pricing practices: A critical review of their effects on consumer perceptions and behaviour. Journal of Retailing and Consumer Services, 21(5), 696–707. https://doi.org/10.1016/j.jretconser.2014.04.013 Alhassan, A. L., Addisson, G. K., & Asamoah, M. E. (2015). Market structure, efficiency and profitability of insurance companies in Ghana. International Journal of Emerging Markets, 10(4), 648–669. https://doi.org/10.1108/ijoem-06-20140173 Ali, Z., & Bhaskar, S. B. (2016). Basic statistical tools in research and data analysis. Indian Journal of Anaesthesia, 60(9), 662. https://doi.org/10.4103/0019-5049.190623 Allen, R. S., & Helms, M. M. (2006). Linking strategic practices and organisational performance to Porter’s generic strategies. Business Process Management Journal, 12(4), 433–454. https://doi.org/10.1108/14637150610678069 Arif, M., & Firmansyah, B. (2021). Market Structure and Profitability: Evidence in the Indonesian Islamic insurance industry. International Journal of Business and Society, 22(2), 1004–1014. https://doi.org/10.33736/ijbs.3778.2021 Arndt, L. (2023). When should we believe research using ORBIS firm data? Social Science Research Network. https://doi.org/10.2139/ssrn.4584106 Arrawatia, R., Misra, A., & Dawar, V. (2015). Bank competition and efficiency: empirical evidence from Indian market. International Journal of Law and Management, 57(3), 217–231. https://doi.org/10.1108/ijlma-03-2014-0029 Ashraf, A., & Ong, S. C. (2021). Malaysia healthcare system: Protect the public or the industry? Health Promotion Perspectives, 11(2), 117–118. https://doi.org/10.34172/hpp.2021.16 Ashraf, A., & Ong, S. C. (2021). Malaysia healthcare system: Protect the public or the industry? Health Promotion Perspectives, 11(2), 117–118. https://doi.org/10.34172/hpp.2021.16 Asif, R., & Akhter, W. (2019). Exploring the influence of revenue diversification on financial performance in the banking industry. Qualitative Research in Financial Markets, 11(3), 305–327. https://doi.org/10.1108/qrfm-04-2018-0057 Avtonomov, V. (1997). “Market behaviour”: rational and ethical aspects. World Economy and International Relations, 12, 6–13. https://doi.org/10.20542/0131-2227-1997-12-6- 13 Baharin, M. F. A., Juni, M. H., & Manaf, R. A. (2022). Equity in Out-of-Pocket Payments for Healthcare Services: Evidence from Malaysia. International Journal of Environmental Research and Public Health, 19(8), 4500. https://doi.org/10.3390/ijerph19084500 Baharumshah, A. Z., Lau, E., & Fountas, S. (2003). On the sustainability of current account deficits: evidence from four ASEAN countries. Journal of Asian Economics, 14(3), 465–487. https://doi.org/10.1016/s1049-0078(03)00038-1 Bain, J. S. (1951). Relation of profit rate to industry concentration: American Manufacturing, 1936-1940. The Quarterly Journal of Economics, 65(3), 293. https://doi.org/10.2307/1882217 Bain, J. S. (1951). Relation of profit rate to industry concentration: American Manufacturing, 1936-1940. The Quarterly Journal of Economics, 65(3), 293. https://doi.org/10.2307/1882217 Bain, J. S. (1956). Advantages of the large firm: production, distribution, and sales promotion. Journal of Marketing, 20(4), 336–346. https://doi.org/10.1177/002224295602000402 Bain, W. H. (1959). Coronary angiography. Scottish Medical Journal, 4(11), 527–534. https://doi.org/10.1177/003693305900401104 Baker, H. K., Kumar, S., & Pattnaik, D. (2019). Twenty‐five years of Review of Financial Economics : A bibliometric overview. Review of Financial Economics, 38(1), 3–23. https://doi.org/10.1002/rfe.1095 Baker, L. C., Bundorf, M. K., & Kessler, D. P. (2014). Vertical integration: Hospital ownership of physician practices is associated with higher prices and spending. Health Affairs, 33(5), 756–763. https://doi.org/10.1377/hlthaff.2013.1279 Basu, S., Andrews, J. R., Kishore, S. P., Panjabi, R., & Stuckler, D. (2012). Comparative Performance of Private and Public healthcare Systems in Low- and Middle-Income Countries: a Systematic review. PLOS Medicine, 9(6), e1001244. https://doi.org/10.1371/journal.pmed.1001244 Begum, S. (2018). Test of Structure-Conduct-Performance and Efficient-Structure hypotheses in sugar industry of Pakistan. Yönetim Ve Ekonomi, 25(3), 913–923. https://doi.org/10.18657/yonveek.337949 Behr, A., Schiwy, C., & Hong, L. J. (2023). Do high local customer and supply densities foster firm growth? Review of Regional Research, 43(2), 265–289. https://doi.org/10.1007/s10037-023-00189-2 Berden, C. (2019). Hospital competition in the Netherlands: An Empirical investigation. Berden, C., Croes, R., Kemp, R., Mikkers, M., Rob, V. D. N., Shestalova, V., & Svitak, J. (2019, May 7). Hospital competition in the Netherlands: An Empirical investigation. https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3383564 Blier, P. (2003). Brand versus generic medications: the money, the patient and the research. PubMed, 28(3), 167–168. https://pubmed.ncbi.nlm.nih.gov/12790156 Bouezmarni, T., Doukali, M., & Taamouti, A. (2023). Testing Granger non-causality in expectiles. Econometric Reviews, 43(1), 30–51. https://doi.org/10.1080/07474938.2023.2246823 Bourdon, E. (1992). Pricing strategies in highly competitive markets. Management Decision, 30(4). https://doi.org/10.1108/00251749210014770 Bruns, S. B., & Ioannidis, J. P. A. (2016). P-Curve and p-Hacking in observational research. PLOS ONE, 11(2), e0149144. https://doi.org/10.1371/journal.pone.0149144 Buonaguro, F. M., & Butler-Ransohoff, J. E. (2010). PharmaPlant: the new frontier in vaccines. Expert Review of Vaccines, 9(8), 805–807. https://doi.org/10.1586/erv.10.95 Bureau van Dijk (ORbis) database. (n.d.). Orbis. https://orbis.bvdinfo.com/ Camino‐Mogro, S., & Bermúdez-Barrezueta, N. (2019). Determinants of profitability of life and non-life insurance companies: evidence from Ecuador. International Journal of Emerging Markets, 14(5), 831–872. https://doi.org/10.1108/ijoem-07-2018-0371 Carlton D. W. & Perloff D. W. C. J. M. (1990). Modern industrial organisation. CiNii Books. https://ci.nii.ac.jp/ncid/BA44882942 Carlton, D. W., & Perloff, J. M. (1989). The economics of information. The Research Reports. https://doi.org/10.22004/ag.econ.25156 Caves, R. E. (1980). Industrial organisation, corporate strategy and structure. In Springer eBooks (pp. 335–370). https://doi.org/10.1007/978-1-4899-7138-8_16 Çelik, T., & Kaplan, M. (2016). Testing the Structure-Conduct-Performance Paradigm for the Turkish banking sector: 2008-2013. International Journal of Economics and Financial Issues, 6(4), 1625–1631. http://www.econjournals.com/index.php/ijefi/article/download/3064/pdf Chen, S. (2014). The applied research of contestable market Theory in the development of the Theory of Industrial Organisation. Advances in Intelligent Systems Research. https://doi.org/10.2991/gecss-14.2014.7 Chilingerian, J. A. (1992). New directions for hospital strategic management: The market for efficient care. Health Care Management Review, 17(4), 73–80. https://doi.org/10.1097/00004010-199201740-00008 Chong, H. Y., & Chan, T. (2014). Market Structure and Competition: Assessment of Malaysian Pharmaceutical Industry based on the Modified Structure-Conduct- Performance Paradigm. RePEc: Research Papers in Economics. https://EconPapers.repec.org/RePEc:pra:mprapa:59537 Chua, C. L., Palangkaraya, A., & Yong, J. (2011). Hospital competition, technical efficiency and quality. Economic Record, 87(277), 252–268. https://doi.org/10.1111/j.1475- 4932.2010.00704.x Connell, J. (2006). Medical tourism: Sea, sun, sand and . . . surgery. Tourism Management, 27(6), 1093–1100. https://doi.org/10.1016/j.tourman.2005.11.005 Cooper, Z., Gibbons, S., & Skellern, M. (2018). Does competition from private surgical centres improve public hospitals’ performance? Evidence from the English National Health Service. Journal of Public Economics, 166, 63–80. https://doi.org/10.1016/j.jpubeco.2018.08.002 Cooper, Z., Gibbons, S., & Skellern, M. (2018). Does competition from private surgical centres improve public hospitals’ performance? Evidence from the English National Health Service. Journal of Public Economics, 166, 63–80. https://doi.org/10.1016/j.jpubeco.2018.08.002 Corones, S. (2002). The characterisation of conduct under Section 46 of the Trade Practices Act. Australian Business Law Review. https://eprints.qut.edu.au/9941/ Cowling, K., & Waterson, M. (1976c). Price-Cost margins and market structure. Economica, 43(171), 267. https://doi.org/10.2307/2553125 Croke, K., Yusoff, M. B. M., Abdullah, Z., Hanafiah, A. N. M., Mokhtaruddin, K., Ramli, E. S., Borhan, N. F., Almodovar-Diaz, Y., Atun, R., & Virk, A. (2019). The political economy of health financing reform in Malaysia. Health Policy and Planning, 34(10), 732–739. https://doi.org/10.1093/heapol/czz089 Dalmau, E., & Puig, J. (1997, June 1). Market structure and hospital efficiency: Evaluating potential effects of deregulation in a national health service. https://econpapers.repec.org/RePEc:upf:upfgen:214 Daoud, J. I. (2017). Multicollinearity and regression analysis. Journal of Physics: Conference Series, 949, 012009. https://doi.org/10.1088/1742-6596/949/1/012009 Darmon, R. Y., Duclos-Gosselin, L., & Rigaux-Bricmont, B. (2013b). A measure of dynamic market performance. American Journal of Industrial and Business Management, 03(02), 164–177. https://doi.org/10.4236/ajibm.2013.32022 De Figueirêdo, H. S., Meuwissen, M., & Lansink, A. O. (2014). Integrating structure, conduct and performance into value chain analysis. Journal on Chain and Network Science, 14(1), 21–30. https://doi.org/10.3920/jcns2014.0231 De Figueirêdo, H. S., Meuwissen, M., & Lansink, A. O. (2014). Integrating structure, conduct and performance into value chain analysis. Journal on Chain and Network Science, 14(1), 21–30. https://doi.org/10.3920/jcns2014.0231 Deltuvaitė, V., Vaškelaitis, V., & Pranckevičiūtė, A. (2015). The impact of concentration on competition and efficiency in the Lithuanian banking sector. The Engineering Economics, 53(3). https://doi.org/10.5755/j01.ee.53.3.12249 Demsetz, H. (1973). Industry structure, market rivalry, and public policy. The Journal of Law and Economics, 16(1), 1–9. https://doi.org/10.1086/466752 Donthu, N., Kumar, S., Pattnaik, D., & Lim, W. M. (2021). A bibliometric retrospection of marketing from the lens of psychology: Insights from Psychology & Marketing. Psychology & Marketing, 38(5), 834–865. https://doi.org/10.1002/mar.21472 Dranove, D. (2011). Health care markets, regulators, and certifiers. In Handbook of Health Economics (pp. 639–690). https://doi.org/10.1016/b978-0-444-53592-4.00010-4 Dranove, D. (2011). Health care markets, regulators, and certifiers. In Handbook of Health Economics (pp. 639–690). https://doi.org/10.1016/b978-0-444-53592-4.00010-4 Eades, J. S. (2015). The growth of medical tourism. In Advances in hospitality, tourism and the services industry (AHTSI) book series (pp. 365–378). https://doi.org/10.4018/978-1-4666-8574-1.ch025 Ecks, S. (2021). “Demand side” Health insurance in India: the price of obfuscation. Medical Anthropology, 40(5), 404–416. https://doi.org/10.1080/01459740.2021.1929208 Erasmus, M., & Theron, N. (2016). Market concentration trends in South Africa’s private healthcare sector. South African Journal of Economic and Management Sciences, 19(1), 53–63. https://doi.org/10.4102/sajems.v19i1.1219 Erasmus, M., & Theron, N. (2016). Market concentration trends in South Africa’s private healthcare sector. South African Journal of Economic and Management Sciences, 19(1), 53–63. https://doi.org/10.4102/sajems.v19i1.1219 Eric. (2019, November 29). Introduction to the fundamentals of panel data | APTech. https://www.aptech.com/blog/introduction-to-the-fundamentals-of-panel-data Eronmwon, I., Alufohai, G. O., & Ada-Okungbowa, C. I. (2014). Structure, conduct and performance of Plantain Marketing in Edo State, Nigeria. Journal of Applied Sciences and Environmental Management, 18(3), 437–440. https://doi.org/10.4314/jasem.v18i3.10 Fahimnia, B., Sarkis, J., & Davarzani, H. (2015). Green supply chain management: A review and bibliometric analysis. International Journal of Production Economics, 162, 101– 114. https://doi.org/10.1016/j.ijpe.2015.01.003 Fama, E. F. (1970). Efficient Capital Markets: A review of theory and Empirical work. The Journal of Finance, 25(2), 383. https://doi.org/10.2307/2325486 Farrell, J., & Shapiro, C. (1988). Horizontal Mergers: An Equilibrium Analysis. The American Economic Review, 80(1), 107–126. https://escholarship.org/content/qt0tp305nx/qt0tp305nx.pdf Feng, J., Zhang, Y. Q., & Zhang, H. (2017). Improving the co-word analysis method based on semantic distance. Scientometrics, 111(3), 1521–1531. https://doi.org/10.1007/s11192-017-2286-1 Ferré, J. (2009). Regression diagnostics. In Elsevier eBooks (pp. 33–89). https://doi.org/10.1016/b978-044452701-1.00076-4 Fine, G. A., & Davis, F. (1980). Yearning for Yesterday: A sociology of Nostalgia. Contemporary Sociology, 9(3), 410. https://doi.org/10.2307/2064268 Fu, W. (2003). Applying the structure‐conduct‐performance framework in the media industry analysis. International Journal on Media Management, 5(4), 275–284. https://doi.org/10.1080/14241270309390043 Fung, H., Gao, G. Y., Liu, J., & Mano, H. (2008). Impact of competitive position on export propensity and intensity: An empirical study of manufacturing firms in China. The Chinese Economy, 41(5), 51–67. https://doi.org/10.2753/ces1097-1475410503 Gabr, M. I., Helmy, Y., & Elzanfaly, D. S. (2023). Effect of missing data types and imputation methods on supervised classifiers: an evaluation study. Big Data and Cognitive Computing, 7(1), 55. https://doi.org/10.3390/bdcc7010055 Garbelli, M. (2008). Market-Driven management, competitive markets and performance metrics. Symphonya, 1, 72–87. https://doi.org/10.4468/2008.1.07garbelli Garcia‐Bernardo, J., Jánský, P., & Tørsløv, T. (2023). Effective tax rates of multinational corporations: Country-level estimates. PLOS ONE, 18(11), e0293552. https://doi.org/10.1371/journal.pone.0293552 Gavurová, B., Kočišová, K., & Kotásková, A. (2017b). The Structure – Conduct – Performance Paradigm in the European Union Banking. Economics & Sociology, 10(4), 99–112. https://doi.org/10.14254/2071-789x.2017/10-4/8 Gereffi, G. (2018). The global Economy: organisation, governance, and development. In Cambridge University Press eBooks (pp. 137–175). https://doi.org/10.1017/9781108559423.006 Godwin, J. C., Arnold, D., Fulton, B. D., & Scheffler, R. M. (2021). The Association between Hospital-Physician Vertical Integration and Outpatient Physician Prices Paid by Commercial Insurers: New Evidence. INQUIRY: The Journal of Health Care Organisation, Provision, and Financing, 58, 004695802199127. https://doi.org/10.1177/0046958021991276 Goel, R. K., & Nelson, M. A. (2020). Do external quality certifications improve firms’ conduct? International evidence from manufacturing and service industries. The Quarterly Review of Economics and Finance, 76, 97–104. https://doi.org/10.1016/j.qref.2019.03.006 Granger, C. W. J. (1969). Investigating causal relations by econometric models and cross- spectral methods. Econometrica, 37(3), 424. https://doi.org/10.2307/1912791 Greenland, S., Senn, S., Rothman, K. J., Carlin, J. B., Poole, C., Goodman, S. N., & Altman, D. G. (2016). Statistical tests, P values, confidence intervals, and power: a guide to misinterpretations. European Journal of Epidemiology, 31(4), 337–350. https://doi.org/10.1007/s10654-016-0149-3 Habidin, N. F., Shazali, N. A., Ali, N., Khaidir, N. A., & Jusoh, O. (2016). The impact of lean healthcare practice on healthcare performance: the mediating role of supply chain innovation in Malaysian healthcare industry. International Journal of Critical Accounting, 8(1), 79. https://doi.org/10.1504/ijca.2016.076086 Habidin, N. F., Shazali, N. A., Ali, N., Khaidir, N. A., & Jusoh, O. (2016). The impact of lean healthcare practice on healthcare performance: the mediating role of supply chain innovation in Malaysian healthcare industry. International Journal of Critical Accounting, 8(1), 79. https://doi.org/10.1504/ijca.2016.076086 Hadri, K., Kurozumi, E., & Rao, Y. (2015). Novel panel cointegration tests emending for cross-section dependence withNfixed. The Econometrics Journal, 18(3), 363–411. https://doi.org/10.1111/ectj.12054 Halsey, L. G. (2019). The reign of the p -value is over: what alternative analyses could we employ to fill the power vacuum? Biology Letters, 15(5), 20190174. https://doi.org/10.1098/rsbl.2019.0174 Hamzah, S. N. Z., & Lau, E. (2011). Is peniaphobia an incentive to crime? Global Crime, 12(4), 312–326. https://doi.org/10.1080/17440572.2011.616058 Han, A. L., & Lee, K. (2021). The impact of public reporting schemes and market competition on hospital efficiency. Healthcare, 9(8), 1031. https://doi.org/10.3390/healthcare9081031 Haufe, S., Meinecke, F. C., Görgen, K., Dähne, S., Haynes, J., Blankertz, B., & Bießmann, F. (2014). On the interpretation of weight vectors of linear models in multivariate neuroimaging. NeuroImage, 87, 96–110. https://doi.org/10.1016/j.neuroimage.2013.10.067 Hermundsdottir, F., & Aspelund, A. (2021). Sustainability innovations and firm competitiveness: A review. Journal of Cleaner Production, 280, 124715. https://doi.org/10.1016/j.jclepro.2020.124715 Hermundsdottir, F., & Aspelund, A. (2021). Sustainability innovations and firm competitiveness: A review. Journal of Cleaner Production, 280, 124715. https://doi.org/10.1016/j.jclepro.2020.124715 Horizontal Merger Guidelines (08/19/2010). (2015, June 25). https://www.justice.gov/atr/horizontal-merger-guidelines-08192010#5c Howard‐Grenville, J. (2020). Grand Challenges, COVID‐19 and the future of organisational scholarship. Journal of Management Studies, 58(1), 254–258. https://doi.org/10.1111/joms.12647 https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3383564 https://pubmed.ncbi.nlm.nih.gov/21756018 Hulme, S., Hughes, C., & Nielsen, S. (2020). The price and mark up of pharmaceutical drugs supplied on the black market. International Journal of Drug Policy, 76, 102626. https://doi.org/10.1016/j.drugpo.2019.102626 Irfan, M., Zhao, Z., Ahmad, M., & Mukeshimana, M. C. (2019). Critical factors influencing wind power industry: A diamond model based study of India. Energy Reports, 5, 1222–1235. https://doi.org/10.1016/j.egyr.2019.08.068 J. S. Bain Industrial Organisation. Second edition. New York, London, J. Wiley & Sons, Inc., 1968, XIV p. 678 p., 97/—. (1969). Recherches Économiques De Louvain, 35(3), 225. https://doi.org/10.1017/s077045180004207x Jacob, A. O., Idaka, S. E., & Goodwill, G. F. (2023). Announcement of accounting performance variables predictory power on share prices of listed deposit money banks in Nigeria. World Journal of Advanced Research and Reviews, 18(3), 173– 189. https://doi.org/10.30574/wjarr.2023.18.3.1006 Jayaraman, T. K., & Lau, E. (2009). Does external debt lead to economic growth in Pacific island countries. Journal of Policy Modeling, 31(2), 272–288. https://doi.org/10.1016/j.jpolmod.2008.05.001 Jumono, S., Sugiyanto, & Mala, C. M. F. (2019). Determinants of profitability in banking industry: A case study of Indonesia. Asian Economic and Financial Review, 9(1), 91–108. https://doi.org/10.18488/journal.aefr.2019.91.91.108 Junaid, S. B., Imam, A. A., Balogun, A. O., De Silva, L. C., Surakat, Y. A., Kumar, G., Abdulkarim, M., Shuaibu, A. N., Garba, A., Sahalu, Y., Mohammed, A., Mohammed, T. Y., Abdulkadir, B. A., Abba, A. A., Kakumi, N. a. I., & Mahamad, S. (2022). Recent Advancements in Emerging Technologies for healthcare management Systems: a survey. Healthcare, 10(10), 1940. https://doi.org/10.3390/healthcare10101940 Juvin, P. (2019). Complexity of vaccine manufacture and supply. In Practical issues in geriatrics (pp. 1–5). https://doi.org/10.1007/978-3-030-05159-4_1 Kadir, H. A., Habibullah, M. S., Law, S. H., & Azali, M. (2014). MARKET STRUCTURE AND BANK COMPETITION CONDITIONS IN MALAYSIA. Journal of Technology Management and Business, 1(2). http://penerbit.uthm.edu.my/ojs/index.php/jtmb/article/download/989/643 Kadiyali, V., Sudhir, K., & Rao, V. R. (2001). Structural analysis of competitive behaviour: New Empirical Industrial Organisation methods in marketing. International Journal of Research in Marketing, 18(1–2), 161–186. https://doi.org/10.1016/s0167-8116(01)00031-3 Kalcheva, I., McLemore, P., & Pant, S. (2018). Innovation: The interplay between demand- side shock and supply-side environment. Research Policy, 47(2), 440–461. https://doi.org/10.1016/j.respol.2017.11.011 Karavias, Y., Tzavalis, E., & Zhang, H. (2022). Missing values in panel data unit root tests. Econometrics, 10(1), 12. https://doi.org/10.3390/econometrics10010012 Kc, D. S., Scholtes, S., & Terwiesch, C. (2020). Empirical research in healthcare operations: past research, present understanding, and future opportunities. Manufacturing & Service Operations Management, 22(1), 73–83. https://doi.org/10.1287/msom.2019.0826 Kesselheim, A. S., Alpern, J. D., & Stauffer, W. M. (2014). High-Cost generic drugs — implications for patients and policymakers. The New England Journal of Medicine, 371(20), 1859–1862. https://doi.org/10.1056/nejmp1408376 Khan, M. U. H., & Hanif, M. N. (2018). Empirical evaluation of ‘structure-conduct- performance’ and ‘efficient-structure’ paradigms in banking sector of Pakistan. International Review of Applied Economics, 33(5), 682–696. https://doi.org/10.1080/02692171.2018.1518411 Kim, N., & Parker, P. M. (1999). Collusive conduct in private label markets. International Journal of Research in Marketing, 16(2), 143–155. https://doi.org/10.1016/s0167- 8116(99)00005-1 Kitchenham, B. (1998). A procedure for analysing unbalanced datasets. IEEE Transactions on Software Engineering, 24(4), 278–301. https://doi.org/10.1109/32.677185 Knight, B., & McGee, J. (2015). Market Structure: The analysis of markets and competition. Wiley Encyclopedia of Management, 1–2. https://doi.org/10.1002/9781118785317.weom120079 Kroupová, Z. Ž., Trnková, G., & Roman, M. (2022). Is Market Power or Efficiency behind Economic Performance? The Case of the Czech Food Processing Industry. Economies, 10(9), 215. https://doi.org/10.3390/economies10090215 Kruk, M. E., Gage, A., Arsenault, C., Jordan, K., Leslie, H. H., Roder‐DeWan, S., Adeyi, O., Barker, P., Daelmans, B., Doubova, S. V., English, M., Elorrio, E. G., Guanais, F. C., Gureje, O., Hirschhorn, L. R., Jiang, L., Kelley, E., Lemango, E. T., Liljestrand, J., . . . Pate, M. A. (2018). High-quality health systems in the Sustainable Development Goals era: time for a revolution. The Lancet Global Health, 6(11), e1196–e1252. https://doi.org/10.1016/s2214-109x(18)30386-3 Kumar, N., & Choudhary, P. (2019). A study of the structure, conduct and performance of Indian automobile industry. ResearchGate. https://www.researchgate.net/publication/332872917_A_Study_of_the_Structure_ Conduct_a%20nd_Performance_of_Indian_Automobile_Industry Kwoka, J. J. E. (1985). The Herfindahl Index in Theory and Practice. The Antitrust Bulletin, 30(4), 915–947. https://doi.org/10.1177/0003603x8503000405 Lelissa, T. B. (2018). The structure conduct performance model and competing hypothesis- a review of literature. Research Journal of Finance and Accounting, 9(1), 76–89. https://www.iiste.org/Journals/index.php/RJFA/article/download/40803/41957 Levaggi, R., & Moretto, M. (2008b). INVESTMENT IN HOSPITAL CARE TECHNOLOGY UNDER DIFFERENT PURCHASING RULES: a REAL OPTION APPROACH. Bulletin of Economic Research, 60(2), 159–181. https://doi.org/10.1111/j.0307-3378.2008.00274.x Li, L., & Rubin, B. L. (2004). Technology investment in hospital: an empirical study. International Journal of Management and Enterprise Development, 1(4), 390. https://doi.org/10.1504/ijmed.2004.004641 Li, S., & Wang, H. (2018). Traditional literature review and research synthesis. In Palgrave Macmillan UK eBooks (pp. 123–144). https://doi.org/10.1057/978-1-137-59900- 1_6 Liebenberg, A. P., & Kamerschen, D. R. (2008). STRUCTURE, CONDUCT AND PERFORMANCE ANALYSIS OF THE SOUTH AFRICAN AUTO INSURANCE MARKET: 1980‐2000. South African Journal of Economics, 76(2), 228–238. https://doi.org/10.1111/j.1813-6982.2008.00178.x Lin, Y., Chien, C., Ho, C. H., Hsu, C., & Chen, C. (2022). Increased risk of type 2 diabetes in patients with systemic lupus erythematosus: A nationwide cohort study in Taiwan. Medicine, 101(51), e32520. https://doi.org/10.1097/md.0000000000032520 Lipczynski, J., Wilson, J. O. S., & Goddard, J. (2009). Industrial Organisation: competition, strategy, policy. http://ci.nii.ac.jp/ncid/BB12391201 Liu, B., Wang, X., Chen, Y., & Shen, Y. (2013). Market structure of China’s construction industry based on the Panzar–Rosse model. Construction Management and Economics, 31(7), 731–745. https://doi.org/10.1080/01446193.2013.817679 Liu, J., Li, X., & Wang, S. (2020). What have we learnt from 10 years of fintech research? a scientometric analysis. Technological Forecasting and Social Change, 155, 120022. https://doi.org/10.1016/j.techfore.2020.120022 Liu, Q., Xiaoli, Q., Wang, D., Abbas, J., & Mubeen, R. (2022). Product market competition and firm performance: Business survival through innovation and entrepreneurial orientation amid COVID-19 Financial crisis. Frontiers in Psychology, 12. https://doi.org/10.3389/fpsyg.2021.790923 Lloyd-Williams, D., Molyneux, P., & Thornton, J. (1994). Market structure and performance in Spanish banking. Journal of Banking and Finance, 18(3), 433– 443. https://doi.org/10.1016/0378-4266(94)90002-7 Lu, L., Zhang, J., Xie, Y., Gao, F., Song, X., Wu, X., & Ye, Z. (2020). Wearable Health Devices in Health Care: Narrative Systematic Review. Jmir Mhealth and Uhealth, 8(11), e18907. https://doi.org/10.2196/18907 Lubis, P. F., Romano, R., & Rusdi, M. (2022). Analysing the Structure-Conduct- Performance of the tofu industry in Banda Aceh. Interdisciplinary Social Studies, 1(5), 543–554. https://doi.org/10.55324/iss.v1i5.123 Lucifora, C. (2023). Management practices in hospitals: A public-private comparison. PLOS ONE, 18(2), e0282313. https://doi.org/10.1371/journal.pone.0282313 Luo, J. (2014). Structure-Conduct-Performance, Resource-Based view and business strategy. International Journal of Advances in Management Science, 3(4), 113. https://doi.org/10.14355/ijams.2014.0304.03 MacReady, N. (2007). Developing countries court medical tourists. The Lancet, 369(9576), 1849–1850. https://doi.org/10.1016/s0140-6736(07)60833-2 Mäkiö, J., & Weber, I. (2004). Component-based specification and composition of market Mann, H. M., & Scherer, F. M. (1971b). Industrial Market Structure and economic Performance. The Journal of Finance, 26(3), 812. https://doi.org/10.2307/2325977 Mariotti, S., & Marzano, R. (2021). The effects of competition policy, regulatory quality and trust on inward FDI in host countries. International Business Review, 30(6), 101887. https://doi.org/10.1016/j.ibusrev.2021.101887 Martadi, D. S., Daryanto, A., Arifin, B., & Gumbira-Sa, E. (2014). Factors Influencing performance of suppliers: an empirical study in Jakarta. Research Journal of Business Management, 8(4), 390–411. https://doi.org/10.3923/rjbm.2014.390.41 Martin S. (1988). Industrial economics : economic analysis and public policy. CiNii Books. http://ci.nii.ac.jp/ncid/BA29745695 Mb, R. (1989). Status of generic substitution: problematic drug classes reviewed. PubMed, 24(8), 441–449. https://pubmed.ncbi.nlm.nih.gov/10294356 McCoskey, S., & Kao, C. (1998). A residual-based test of the null of cointegration in panel data. Econometric Reviews, 17(1), 57–84. https://doi.org/10.1080/07474939808800403 Mendonca, F., Catalão‐Lopes, M., Marinho, R. T., & Figueira, J. R. (2020). Improving medical decision-making with a management science game theory approach to liver transplantation. Omega, 94, 102050. https://doi.org/10.1016/j.omega.2019.03.008 Mishra, P. (2010). Structure, Conduct and performance relationships in Indian Pharmaceutical Industry: A Simultaneous Equations Investigation. Review of Development and Change, 15(1), 69–99. https://doi.org/10.1177/0972266120100104 Mishra, P., & Sahoo, D. (2012). Structure, conduct and performance of Indian banking sector. Review of Economic Perspectives, 12(4), 235–264. https://doi.org/10.2478/v10135-012-0011-9 Ministry of Health (2022). Annual Report MOH 2021. 22, 1-381. https://www.moh.gov.my/moh/resources/Penerbitan/Penerbitan%20Utama/ANN U AL%20REPORT/Annual_Report_MoH_2021-compressed.pdf Mohammed, B. a. H., Maelah, R., & Amir, A. M. (2019). Strategic management accounting information and performance of private hospitals in Malaysia. International Journal of Economics, Management and Accounting, 27(2), 473–502. https://journals.iium.edu.my/enmjournal/index.php/enmj/article/download/662/33 4 Mohammed, N., Ismail, A. G., Muhammad, J., Jalil, S. A., & Noor, Z. M. (2015). Market concentration of Malaysia’s Islamic banking industry. Jurnal Ekonomi Malaysia, 49(1), 3–14. https://doi.org/10.17576/jem-2015-4901-01 Mohammed, N., Muhammad, J., Ismail, A. G., & Jauhari, A. (2019). Does effciency matter for competition? A case of dual banking industry. (2019). Jurnal Ekonomi Malaysia, 53(3). https://doi.org/10.17576/jem-2019-5303-13 Mohammed, N., Muhammad, J., Ismail, A. G., & Jauhari, A. Does effciency matter for competition? A case of dual banking industry. (2019). Jurnal Ekonomi Malaysia, 53(3). https://doi.org/10.17576/jem-2019-5303-13 Moher, D. (2009). Preferred reporting items for Systematic Reviews and Meta-Analyses: the PRISMA statement. Annals of Internal Medicine, 151(4), 264. https://doi.org/10.7326/0003-4819-151-4-200908180-00135 Mok, M., & Leong, Y. (2021). Factors affecting the effectiveness of employees’ performance appraisal in private hospitals in Malaysia. International Journal of Business and Society, 22(1), 257–275. https://doi.org/10.33736/ijbs.3174.2021 Molyneux, P., & Forbes, W. (1995). Market structure and performance in European banking. Applied Economics, 27(2), 155–159. https://doi.org/10.1080/00036849500000018 Monk G. M. ;. W. a. C. B. D. (2002). Retail pricing strategies and market power. CiNii Books. http://ci.nii.ac.jp/ncid/BA59865969 Mooijman, P., Çatal, Ç., Tekinerdogan, B., Lommen, A., & Blokland, M. (2023). The effects of data balancing approaches: A case study. Applied Soft Computing, 132, 109853. https://doi.org/10.1016/j.asoc.2022.109853 Morgan, R., Ensor, T., & Waters, H. (2016). Performance of private sector health care: implications for universal health coverage. The Lancet, 388(10044), 606–612. https://doi.org/10.1016/s0140-6736(16)00343-3 Morrisroe, K., Stevens, W., Sahhar, J., Ngian, G. S., Rabusa, C., Ferdowsi, N., Hill, C., Proudman, S., & Nikpour, M. (2017). Quantifying the direct public health care cost of systemic sclerosis. Medicine, 96(48), e8503. https://doi.org/10.1097/md.0000000000008503 Muazu, A., Mohamed, Z. A., Shamsudin, M. N., & Latif, I. A. (2013). Structure-conduct- performance of the Malaysian poultry industry. Australian Journal of Basic and Applied Sciences, 7(8), 170–177. http://psasir.upm.edu.my/id/eprint/29362/ Mukhopadhyay, J., & Chakraborty, I. (2016). Competition and Industry Performance: A panel VAR analysis in Indian manufacturing sector. Journal of Quantitative Economics, 15(2), 343–366. https://doi.org/10.1007/s40953-016-0055-2 Mutl, J., & Pfaffermayr, M. (2011). The Hausman test in a Cliff and Ord panel model. The Econometrics Journal, 14(1), 48–76. https://doi.org/10.1111/j.1368- 423x.2010.00325.x Napasintuwong, O. (2020). Thailand’s maize seed market structure, conduct, performance. Future of Food: Journal on Food, Agriculture and Society, 8(2). https://doi.org/10.17170/kobra-202003241098 Nasir, Z. A., Nasir, N. M., Kusairee, M. a. Z. A., Syeddin, S. N., & Salim, N. Z. M. (2023). Evaluating the Nexus between Monetary Sector Variables and Housing Affordability in Malaysia. Information Management and Business Review, 15(4(I)), 31–40. https://doi.org/10.22610/imbr.v15i4(i).3650 National Institutes of Health (2019), National Health and Morbidity Survey 2019 (NHMS 2019): Non- Communicable Diseases, Healthcare Demand, and Health Literacy -Key Findings, Selangor, Malaysia. https://iptk.moh.gov.my/images/technical_report/2020/4_Infographic_Booklet_NH MS _2019_-_English.pdf Noether, M. (1988). Competition among hospitals. Journal of Health Economics, 7(3), 259– 284. https://doi.org/10.1016/0167-6296(88)90028-8 Noether, M. (1988). Competition among hospitals. Journal of Health Economics, 7(3), 259– 284. https://doi.org/10.1016/0167-6296(88)90028-8 Noether, M. (1988). Competition among hospitals. Journal of Health Economics, 7(3), 259– 284. https://doi.org/10.1016/0167-6296(88)90028-8 O’Regan, N., & Ghobadian, A. (2002). Effective strategic planning in small and medium sized firms. Management Decision, 40(7), 663–671. https://doi.org/10.1108/00251740210438490 Ogunmokun, G., Hopper, T., & McClymont, H. (2005). Strategy implementation and organisational performance: A study of private hospitals. Proceedings of ABBSA Conference. https://eprints.usq.edu.au/212/2/Ogunmokun_Hopper_McClymont_ABBSA2005_P V.pdf Onofrei, M., Vatamanu, A. F., & Cigu, E. (2022). The relationship between economic growth and CO2 emissions in EU countries: A cointegration analysis. Frontiers in Environmental Science, 10. https://doi.org/10.3389/fenvs.2022.934885 Pallegedara, A., & Grimm, M. (2017). Demand for private healthcare in a universal public healthcare system: empirical evidence from Sri Lanka. Health Policy and Planning, 32(9), 1267–1284. https://doi.org/10.1093/heapol/czx085 Pan, X., Dib, H., Zhu, M., Zhang, Y., & Yang, F. (2009). Absence of appropriate hospitalisation cost control for patients with medical insurance: a comparative analysis study. Health Economics, 18(10), 1146–1162. https://doi.org/10.1002/hec.1421 Panhans, M. (2023). THE RISE, FALL, AND LEGACY OF THE STRUCTURE- CONDUCT-PERFORMANCE PARADIGM. Journal of the History of Economic Thought, 1–21. https://doi.org/10.1017/s105383722300038x Panhans, M. (2023). The Rise, Fall, and Legacy of the Structure-Conduct-Performance Paradigm. The Rise, Fall, and Legacy of the Structure-Conduct-Performance Paradigm. https://doi.org/10.31235/osf.io/dvm3e Pany, M. J., Chernew, M. E., & Dafny, L. (2021). Regulating hospital prices based on market concentration is likely to leave High-Price hospitals unaffected. Health Affairs, 40(9), 1386–1394. https://doi.org/10.1377/hlthaff.2021.00001 Pany, M. J., Chernew, M. E., & Dafny, L. (2021). Regulating hospital prices based on market concentration is likely to leave High-Price hospitals unaffected. Health Affairs, 40(9), 1386–1394. https://doi.org/10.1377/hlthaff.2021.00001 Parshakov, P., Shakina, E., & Barajas, Á. (2021). Testing the contestable market theory in eSports. Ekonomska Istrazivanja-economic Research, 35(1), 122–142. https://doi.org/10.1080/1331677x.2021.1889389 Patel, H., Rajput, D. S., Reddy, G. T., Iwendi, C., Bashir, A. K., & Jo, O. (2020). A review on classification of imbalanced data for wireless sensor networks. International Journal of Distributed Sensor Networks, 16(4), 155014772091640. https://doi.org/10.1177/1550147720916404 Paul, J., & Rialp-Criado, A. (2020). The art of writing literature review: What do we know and what do we need to know? International Business Review, 29(4), 101717. https://doi.org/10.1016/j.ibusrev.2020.101717 Pedroni, P. (2004). PANEL COINTEGRATION: ASYMPTOTIC AND FINITE SAMPLE PROPERTIES OF POOLED TIME SERIES TESTS WITH AN APPLICATION TO THE PPP HYPOTHESIS. Econometric Theory, 20(03). https://doi.org/10.1017/s0266466604203073 Perry, M. L., & Shao, A. T. (2002). Market orientation and incumbent performance in dynamic market. European Journal of Marketing, 36(9/10), 1140–1153. https://doi.org/10.1108/03090560210437370 Poquiz, J. L. S. (2015). A decade of Reforms in the Philippine power Sector: A Price- Concentration Analysis on the whole sale. . . ResearchGate. https://www.researchgate.net/publication/346718993_A_Decade_of_Reforms_in_t he_Philipp%20ine_Power_Sector_A_PriceConcentration_Analysis_on_the_Whole _Sale_Electricity_Spot_Market Porter, M. E. (1980). Industry structure and competitive strategy: keys to profitability. Financial Analysts Journal, 36(4), 30–41. https://doi.org/10.2469/faj.v36.n4.30 Poudel, A., Lau, E., Deldot, M., Campbell, C., Waite, N., & Nissen, L. (2019). Pharmacist role in vaccination: Evidence and challenges. Vaccine, 37(40), 5939–5945. https://doi.org/10.1016/j.vaccine.2019.08.060 Prasad, A., & Ghosh, S. (2007). Competition in Indian banking. South Asia Economic Journal, 8(2), 265–284. https://doi.org/10.1177/139156140700800205 Qobo, M., Soko, M., & Setlhalogile, M. (2021). The political economy of global vaccine nationalism: Towards building agency for Africa’s drug manufacturing capacity. African Security, 15(1), 4–25. https://doi.org/10.1080/19392206.2021.2009099 Raible, M. (2013). Industrial organisation theory and its contribution to decision-making in purchasing. https://essay.utwente.nl/64302/1/Max%20Raible.pdf Rasiah, R., Noh, A., & Tumin, M. B. (2009). Privatising healthcare in Malaysia: power, policy and profits. Journal of Contemporary Asia, 39(1), 50–62. https://doi.org/10.1080/00472330802506790 Rath, B. N., & Akram, V. (2021). Popularity of Unit root Tests: A review. Asian Economics Letters, 2(4). https://doi.org/10.46557/001c.24141 Relawati, R., Mulyo, J. H., Masyhuri, M., & Waluyati, L. R. (2018). The Structure-Conduct- Performance of Indonesian Apple Fruit Market. Advances in Engineering Research. https://doi.org/10.2991/fanres-18.2018.49 Rhoades, S. A. (1995). Market share inequality, the HHI, and other measures of the firm- composition of a market. Review of Industrial Organisation, 10(6), 657–674. https://doi.org/10.1007/bf01024300 Roberts, T. (2014). When Bigger is better: A critique of the Herfindahl-Hirschman Index’s use to evaluate mergers in network industries. Pace Law Review, 34(2), 894. https://doi.org/10.58948/2331-3528.1863 Robinson, J. C. (2011). Hospital market concentration, pricing, and profitability in orthopedic surgery and interventional cardiology. The American Journal of Managed Care, 17(6 Spec No.), e241-8. Rosko, M. D., Al‐Amin, M., & Tavakoli, M. (2020). Efficiency and profitability in US not- for-profit hospitals. International Journal of Health Economics and Management, 20(4), 359–379. https://doi.org/10.1007/s10754-020-09284-0 Russell, M., Huse, D. M., Drowns, S., Hamel, E. C., & Hartz, S. C. (1998). Direct Medical Costs of Coronary Artery Disease in the United States 11This study was supported in part by Parke-Davis, a division of Warner-Lambert Company, Morris Plains, New Jersey, and Pfizer, Inc., New York, New York. The American Journal of Cardiology, 81(9), 1110–1115. https://doi.org/10.1016/s0002-9149(98)00136-2 Schnabel, S., & Eilers, P. H. (2009). An analysis of life expectancy and economic production using expectile frontier zones. Demographic Research, 21, 109–134. https://doi.org/10.4054/demres.2009.21.5 Schramm, M. E., & Hu, M. Y. (2013). Perspective: The Evolution of R&D Conduct in the Pharmaceutical Industry. Journal of Product Innovation Management, 30(S1), 203– 213. https://doi.org/10.1111/jpim.12072 Schuemie, M. J., Ryan, P. B., DuMouchel, W., Suchard, M. A., & Madigan, D. (2013). Interpreting observational studies: why empirical calibration is needed to correct p‐ values. Statistics in Medicine, 33(2), 209–218. https://doi.org/10.1002/sim.5925 Seidman, G. (2017). Does SDG 3 have an adequate theory of change for improving health systems performance? Journal of Global Health, 7(1). https://doi.org/10.7189/jogh.07.010302 Setiawan, M., Emvalomatis, G., & Lansink, A. O. (2012). Structure, conduct, and performance: evidence from the Indonesian food and beverages industry. Empirical Economics, 45(3), 1149–1165. https://doi.org/10.1007/s00181-012-0648-3 Shabaninejad, H., Yusefzadeh, H., Mehralian, G., & Rahimi, B. (2019). The structure of the world Pharmaceutical Market: Prioritizing Iran’s target export markets. (n.d.). PubMed. https://pubmed.ncbi.nlm.nih.gov/31089388 Shahriar, A. A., & Alpern, J. D. (2020). Antiparasitic drugs in the United States—Two roads to high prices. Frontiers in Sociology, 5. https://doi.org/10.3389/fsoc.2020.540478 Shaik, S., Allen, A. J., Edwards, S., & Harris, J. M. (2012). Market Structure Conduct performance hypothesis revisited using stochastic Frontier Efficiency analysis. Journal of the Transportation Research Forum, 48(3). https://doi.org/10.5399/osu/jtrf.48.3.2311 Shair, F., Sun, N., Sun, S., Atta, F., & Hussain, M. M. (2019). Impacts of risk and competition on the profitability of banks: Empirical evidence from Pakistan. PLOS ONE, 14(11), e0224378. https://doi.org/10.1371/journal.pone.0224378 Sheel, A. (2016). SCP-relevance and class-effect in performance – A comparative analysis of restaurants and petroleum firms. International Journal of Hospitality Management, 52, 33–45. https://doi.org/10.1016/j.ijhm.2015.09.012 Shukri, N. F. M., & Ramli, A. (2015). Organisational structure and performances of responsible Malaysian healthcare providers: A Balanced Scorecard perspective. Procedia. Economics and Finance, 28, 202–212. https://doi.org/10.1016/s2212- 5671(15)01101-6 Siciliani, L., Chalkley, M., & Gravelle, H. (2017). Policies towards hospital and GP competition in five European countries. Health Policy, 121(2), 103–110. https://doi.org/10.1016/j.healthpol.2016.11.011 Sime Darby Berhad. (2002). Annual report 2002. https://disclosure.bursamalaysia.com/FileAccess/apbursaweb/download/?name=EA _DS_ATT ACHMENTS&id=120458 Singh, P., & Kumar, V. R. (2016). The rising burden of healthcare expenditure in India: a poverty nexus. Social Indicators Research, 133(2), 741–762. https://doi.org/10.1007/s11205-016-1388-0 Sminia, H. (2017). The strategic manager. In Routledge eBooks. https://doi.org/10.4324/9781315228075 Smith, C. W. (2007). Markets as definitional practices. Canadian Journal of Sociology, 32(1), 1. https://doi.org/10.2307/20460614 Sobotka, F., & Kneib, T. (2012). Geoadditive expectile regression. Computational Statistics & Data Analysis, 56(4), 755–767. https://doi.org/10.1016/j.csda.2010.11.015 Sorenson, C., Drummond, M., & B, B. K. (2013). Medical technology as a key driver of rising health expenditure: disentangling the relationship. ClinicoEconomics and Outcomes Research, 223. https://doi.org/10.2147/ceor.s39634 Stenberg, K., Hanssen, O., Edejer, T. T., Bertram, M., Brindley, C., Meshreky, A., Rosen, J. E., Stover, J., Verboom, P., Sanders, R., & Soucat, A. (2017). Financing transformative health systems towards achievement of the health Sustainable Development Goals: a model for projected resource needs in 67 low-income and middle-income countries. The Lancet Global Health, 5(9), e875–e887. https://doi.org/10.1016/s2214-109x(17)30263-2 Stiegert, K. W., Wang, S., & Rogers, R. T. (2009). Structural change and market power in the U.S. food manufacturing sector. Agribusiness, 25(2), 164–180. https://doi.org/10.1002/agr.20193 structures. Coordination and agent technology in value networks, 127-137. Subang Jaya Medical Centre (2002). Annual Report 2002. https://subangjayamedicalcentre.com/ Suciati, A., Suharno, S., & Suryahani, I. (2022). Assessing the effects of structure and conduct on the performance of fried onion SMES. Jurnal Ekonomi Pembangunan, 20(01), 48–61. https://doi.org/10.22219/jep.v20i01.19931 Sulaiman, H., & Wickramasinghe, N. (2014). Assimilating healthcare information systems in a Malaysian hospital. Communications of the Association for Information Systems, 34. https://doi.org/10.17705/1cais.03477 Sun, E., Mello, M. M., Moshfegh, J., & Baker, L. C. (2019). Assessment of Out-of-Network billing for privately insured patients receiving care in In-Network hospitals. JAMA Internal Medicine, 179(11), 1543. https://doi.org/10.1001/jamainternmed.2019.3451 Sun, Y., Chen, X., Zhou, X., & Zhang, M. (2020). Evaluating the efficiency of China’s healthcare service: A weighted DEA-game theory in a competitive environment. Journal of Cleaner Production, 270, 122431. https://doi.org/10.1016/j.jclepro.2020.122431 Sung, N. (2014). Market concentration and competition in OECD mobile telecommunications markets. Applied Economics, 46(25), 3037–3048. https://doi.org/10.1080/00036846.2014.920480 Sung, W., & Kim, C. (2021). A study on the Effect of change management on Organisational Innovation: focusing on the mediating effect of members’ innovative behaviour. Sustainability, 13(4), 2079. https://doi.org/10.3390/su13042079 Taan, M., Ahmad, F. A., Ercksousi, M. K., & Hamza, G. (2021). Risk Factors Associated with Multiple Sclerosis: A Case-Control Study in Damascus, Syria. Multiple Sclerosis International, 2021, 1–5. https://doi.org/10.1155/2021/8147451 Tan, Y., Floros, C., & Anchor, J. (2017). The profitability of Chinese banks: impacts of risk, competition and efficiency. Review of Accounting and Finance, 16(1), 86–105. https://doi.org/10.1108/raf-05-2015-0072 Tang, J. P., Lam, H. L., Aziz, M. K. A., & Morad, N. (2015). Game Theory Approach in Malaysia Palm Biomass Industry Analysis. Chemical Engineering Transactions, 45, 463–468. https://doi.org/10.3303/cet1545078 Thakkar, K., & Billa, G. (2013). The concept of: Generic drugs and patented drugs vs. brand name drugs and non-proprietary (generic) name drugs. Frontiers in Pharmacology, 4. https://doi.org/10.3389/fphar.2013.00113 Thomas, S., Beh, L., & Nordin, R. B. (2011). Health care delivery in Malaysia: changes, challenges and champions. Journal of Public Health in Africa, 2(2), 23. https://doi.org/10.4081/jphia.2011.e23 Toda, H. Y., & Phillips, P. C. (1993). Vector autoregressions and causality. Econometrica, 61(6), 1367. https://doi.org/10.2307/2951647 Toda, H. Y., & Phillips, P. C. (1993). Vector autoregressions and causality. Econometrica, 61(6), 1367. https://doi.org/10.2307/2951647 Trafimow, D., & Marks, M. J. (2015). Editorial. Basic and Applied Social Psychology, 37(1), 1–2. https://doi.org/10.1080/01973533.2015.1012991 Tranfield, D., Denyer, D., & Smart, P. (2003). Towards a methodology for developing Evidence‐Informed management knowledge by means of systematic review. British Journal of Management, 14(3), 207–222. https://doi.org/10.1111/1467-8551.00375 Trish, E., & Herring, B. (2015). How do health insurer market concentration and bargaining power with hospitals affect health insurance premiums? Journal of Health Economics, 42, 104–114. https://doi.org/10.1016/j.jhealeco.2015.03.009 Tung, G., Lin, C., & Wang, C. (2010). The market structure, conduct and performance paradigm re-applied to the international tourist hotel industry. African Journal of Business Management, 4(6), 1116–1125. https://doi.org/10.5897/ajbm.9000612 Van De Vooren, K., Curto, A., & Garattini, L. (2015). Biosimilar versus generic drugs: Same but different? Applied Health Economics and Health Policy, 13(2), 125–127. https://doi.org/10.1007/s40258-015-0154-9 Van De Wetering, R., & Versendaal, J. (2021). Information technology ambidexterity, digital dynamic capability, and knowledge processes as enablers of patient agility: Empirical study. JMIRx Med, 2(4), e32336. https://doi.org/10.2196/32336 Vanberg, V. (2001). Markets and the law. In Elsevier eBooks (pp. 9221–9227). https://doi.org/10.1016/b0-08-043076-7/02897-7 Veselova, E. (2017). Medical tourism. Problems of Economic Transition, 59(6), 480–500. https://doi.org/10.1080/10611991.2017.1352363 Visconti, R. M., Martiniello, L., Morea, D., & Gebennini, E. (2019). Can Public-Private partnerships foster investment sustainability in smart hospitals? Social Science Research Network. https://doi.org/10.2139/ssrn.3357366 Wanyonyi, G., & Rugami, J. M. (2022). Competitive Strategies and performance of private inpatient hospitals in Mombasa County, Kenya. International Journal of Business Management, Entrepreneurship and Innovation, 4(1), 53–65. https://doi.org/10.35942/jbmed.v4i1.250 Washington, S., Karlaftis, M. G., & Mannering, F. (2003). Statistical and econometric methods for transportation data analysis. In Chapman and Hall/CRC eBooks. https://doi.org/10.1201/9780203497111 Wasserstein, R. L., & Lazar, N. A. (2016). The ASA Statement on P-Values: Context, Process, and Purpose. The American Statistician, 70(2), 129–133. https://doi.org/10.1080/00031305.2016.1154108 Werkö, L. (2004). The rapidly increasing cost of medicines threatens the core of healthcare. Scandinavian Cardiovascular Journal, 38(3), 130–131. https://doi.org/10.1080/14017430410028483 Westerlund, J. (2008). Panel cointegration tests of the Fisher effect. Journal of Applied Econometrics, 23(2), 193–233. https://doi.org/10.1002/jae.967 White, C., Bond, A. M., & Reschovsky, J. D. (2013b). High and varying prices for privately insured patients underscore hospital market power. PubMed, 27, 1–10. https://pubmed.ncbi.nlm.nih.gov/24073466 Wilson, C. S. (2019), ‘Welfare Standards Underlying Antitrust Enforcement: What You Measure is What You Get’. https://www.ftc.gov/system/files/documents/public_statements/1455663/welfare_st andar d_speech_-_cmr-wilson.pdf Wood, B., Williams, O. D., Baker, P., Nagarajan, V., & Sacks, G. (2021). The influence of corporate market power on health: exploring the structure-conduct-performance model from a public health perspective. Globalization and Health, 17(1). https://doi.org/10.1186/s12992-021-00688-2 Woodworth, L., Romano, P. S., & Holmes, J. F. (2017). Does insurance status influence a patient’s hospital charge? Applied Health Economics and Health Policy, 15(3), 353– 362. https://doi.org/10.1007/s40258-017-0308-z World Bank Open Data. (n.d.). World Bank Open Data. https://data.worldbank.org/indicator/SH.XPD.OOPC.PP.CD?locations=MY&view %20=chart Wyllie, J., Carlson, J., Heinsch, M., Kay‐Lambkin, F., & McCoy, A. (2022). EHealth Services and SDG3: Increasing the capacity of care. Australasian Marketing Journal, 30(2), 131–141. https://doi.org/10.1177/18393349211069114 Yang, K. H., & Zentefis, A. (2022). Gerrymandering and the limits of representative democracy. Social Science Research Network. https://doi.org/10.2139/ssrn.4068804 Yeung, H., & Makkapati, S. (2023). Applying game Theory Models to Inpatient Medicine: Opportunities to Improve care. Journal of Community Hospital Internal Medicine Perspectives, 13(1). https://doi.org/10.55729/2000-9666.1135 Yeung, H., & Makkapati, S. (2023). Applying game Theory Models to Inpatient Medicine: Opportunities to Improve care. Journal of Community Hospital Internal Medicine Perspectives, 13(1). https://doi.org/10.55729/2000-9666.1135 Yorulmaz, M., & Mohamed, N. N. (2019). MALAYSIA HEALTH SYSTEM REVIEW: OVERVIEWS AND OPINIONS. DergiPark (Istanbul University). https://dergipark.org.tr/tr/pub/ijhadec/issue/42581/513393 Yorulmaz, M., & Mohamed, N. N. (2019, January 16). MALAYSIA HEALTH SYSTEM REVIEW: OVERVIEWS AND OPINIONS. https://dergipark.org.tr/tr/pub/ijhadec/issue/42581/513393 Young, G., Smith, K. G., & Grimm, C. M. (1996). “Austrian” and Industrial Organisation perspectives on firm-level competitive activity and performance. Organisation Science, 7(3), 243–254. https://doi.org/10.1287/orsc.7.3.243 Yuen, K. F., Wang, X., Wong, Y. D., & Li, K. X. (2020). The role of stakeholder participation and sustainability integration in maritime transport: A structure-conduct-performance analysis. Transport Policy, 99, 44–53. https://doi.org/10.1016/j.tranpol.2020.08.011 Yussuf, Y. C. (2021). Cointegration test for the long-run economic relationships of East Africa community: evidence from a meta-analysis. Asian Journal of Economics and Banking, 6(3), 314–336. https://doi.org/10.1108/ajeb-03-2021-0032 Zahid, A., Poulsen, J. K., Sharma, R., & Wingreen, S. C. (2021). A systematic review of emerging information technologies for sustainable data-centric health-care. International Journal of Medical Informatics, 149, 104420. https://doi.org/10.1016/j.ijmedinf.2021.104420 Zainuddin, A. (2023). Medical Officer Shortage Hits Klang Valley, Hundreds Relocating Out of Tertiary Hospitals. CodeBlue. https://codeblue.galencentre.org/2023/07/20/medicalofficer-shortage-hits-klang- valley-hundreds-relocating-out-of-tertiary-hospitals/ Zakaria, I. (2019). Malaysia ranks 1st in world’s best healthcare category. Lab Asia | 14 - 16 July 2025. https://www.lab-asia.com/malaysia-ranks-1st-in-worlds-best- healthcare-category/ Zelder, M. (2021). How private hospital competition can improve Canadian health care. Policy Commons. https://policycommons.net/artifacts/419835/how-private- hospitalcompetition-can-improve-canadian-health-care/1390375/254 Zhong, M., & Lin, M. (2022). Bibliometric analysis for economy in COVID-19 pandemic. Heliyon, 8(9), e10757. https://doi.org/10.1016/j.heliyon.2022.e10757 Zhu, X., Cai, Q., Wang, J., & Liu, Y. (2014, December 1). Determinants of medical and health care expenditure growth for urban residents in China: A Systematic review article. https://doaj.org/article/39330ee5c1d4411eaaa2333f1efd1ffe Ziliak, S. T., & McCloskey, D. N. (2008). The cult of statistical significance. https://doi.org/10.3998/mpub.186351 Župič, I., & Čater, T. (2014). Bibliometric methods in management and organisation. Organisational Research Methods, 18(3), 429–472. https://doi.org/10.1177/1094428114562629 Макаренко, І., Plastun, A., Situm, M., Serpeninova, Y., & Sorrentino, G. (2021). Meta- analysis of the literature related to SDG 3 and its investment. Public and Municipal Finance, 10(1), 119–137. https://doi.org/10.21511/pmf.10(1).2021.10 He, Z., & Maekawa, K. (2001). On spurious Granger causality. Economics Letters, 73(3), 307–313. https://doi.org/10.1016/s0165-1765(01)00498-0 Kankam-Kwarteng, C., Osman, B., & Donkor, J. (2019). Innovative low-cost strategy and firm performance of restaurants. Asia Pacific Journal of Innovation and Entrepreneurship, 13(3), 266–281. https://doi.org/10.1108/apjie-05-2018-0034 Porto, R. B., & Foxall, G. R. (2019). Marketing firm performance: When does marketing lead to financial gains? Managerial and Decision Economics, 41(2), 191–202. https://doi.org/10.1002/mde.3046 https://www.moh.gov.my/moh/resources/Penerbitan/Penerbitan%20Utama/2._MO H_Annual_Report_2022-compressed_.pdf |