Articles | Open Access | https://doi.org/10.37547/ijmsphr/Volume06Issue10-04

Enhancing Healthcare Outcomes Through Data-Driven Decision Making: A Business Analytics Approach

Mahzabin Binte Rahman , Master of Science in Business Analytics, Trine University, Detroit, Michigan, USA
Kiran Bhujel , Doctor of Business Administration, International American University, Los Angeles, California, USA
Sunil Kanojiya , Master of Business Administration in Information Technology Project Management, Westcliff University, Irvine, California, USA
Mohammad Yasin , Master of Business Administration in Business Analytics, Westcliff University, Irvine, California, USA
Mahbub Hasan , Master of Science in Information Studies, Trine University, Detroit, Michigan, USA

Abstract

Healthcare systems worldwide are buckling under the pressures of rising costs, increases in patient demand and the complexity of chronic disease management. It is in this context that data-driven decision-making (DDM) backed by business analytics (BA) have become a critical enabling factor for efficiency, precision, and better patient outcomes. This paper investigates the role of BA in improving healthcare outcomes by means of a systematic review of the recent empirical studies and a secondary analysis of quantitative datasets from sources worldwide, such as the World Health Organization (WHO), the Organization for Economic Co-operation and Development (OECD) and the Centers for Medicare & Medicaid Services (CMS). The study combines descriptive analytics, predictive analytics, and prescriptive analytics models to determine their contribution to operational efficiency and cost reduction and clinical effectiveness. Findings include that predictive analytics can lead to a saving of up to 20% in hospital readmission, descriptive dashboards can enhance resource allocation and increase staff productivity, and prescriptive analytics can be used to optimize treatment pathways, leading to measurable improvements in patient satisfaction and clinical outcomes. Unlike previous studies that tend to separate the clinical/operational benefits, this paper introduces a holistic framework of the linkages between BA adoption and strategic decision-making at organizational and policy levels. The novelty of this study is the cross-functional nature of the approach, which emphasizes the synergy of clinical, managerial, and policy decisions which are grounded in analytics. Ultimately, the results highlight the importance of healthcare organizations investing in the capabilities of BA and aligning the data strategy with patient-centered care goals, all while achieving sustainable improvements in both outcomes and efficiency.

Keywords

Business Analytics, Data-Driven Decision-Making, Healthcare Outcomes, Predictive Analytics

References

Porter ME, Teisberg EO. Redefining health care: creating value-based competition on results. Harvard Business Press; 2006.

World Health Organization. Global report on age-friendly cities. World Health Organization; 2007.

Bodenheimer T, Chen E, Bennett HD. Confronting the growing burden of chronic disease: can the U.S. health care workforce do the job? Health Aff (Millwood). 2009;28(1):64-74.

Provost F, Fawcett T. Data Science for Business: What You Need to Know about Data Mining and Data-Analytic Thinking. O'Reilly Media; 2013.

Davenport TH. Competing on analytics. Harvard Business Rev. 2006;84(1):98.

Raghupathi W, Raghupathi V. Big data analytics in healthcare: promise and potential. Health Inf Sci Syst. 2014;2:3.

Murdoch TB, Detsky AS. The inevitable application of big data to health care. JAMA. 2013;309(13):1351-2.

Kayyali B, Knott D, Van Kuiken S. The big-data revolution in US health care: Accelerating value and innovation. McKinsey & Company; 2013.

Glasgow RE, Kaplan RM, Ockene JK, Fisher EB, Emmons KM. Patient-reported measures of psychosocial issues and health behavior should be added to electronic health records. Health Aff (Millwood). 2012;31(3):497-504.

Dowding D, Randell R, Mitchell N, et al. dashboards for improving patient care: review of the literature. Int J Med Inform. 2015;84(2):87-100.

Few S. Information Dashboard Design: The Effective Visual Communication of Data. O'Reilly Media; 2006.

Bates DW, Saria S, Ohno-Machado L, Shah A, Escobar G. Big data in health care: using analytics to identify and manage high-risk and high-cost patients. Health Aff (Millwood). 2014;33(7):1123-31.

Krumholz HM. Big data and new knowledge in medicine: the thinking, training, and tools needed for a learning health system. Health Aff (Millwood). 2014;33(7):1163-70.

Futoma J, Morris J, Lucas J. A comparison of models for predicting early hospital readmissions. J Biomed Inform. 2015;56:229-38.

Shillan D, Sterne JAC, Champneys A, Gibbison B. Use of machine learning to analyse routinely collected intensive care unit data: a systematic review. Crit Care. 2019;23(1):284.

Frizzell JD, Liang L, Schulte PJ, et al. Prediction of 30-Day All-Cause Readmissions in Patients Hospitalized for Heart Failure: Comparison of Machine Learning and Other Statistical Approaches. JAMA Cardiol. 2017;2(2):204-209.

Kansagara D, Englander H, Salanitro A, et al. Risk prediction models for hospital readmission: a systematic review. JAMA. 2011;306(15):1688-98.

Kleinberg S, Hripcsak G. A review of causal inference for biomedical informatics. J Biomed Inform. 2011;44(6):1102-12.

Savage S, Scholtes S, Zweidler D. Probability management. OR/MS Today. 2006;33(1).

Bertsimas D, Silberholz J, Trikalinos T. Optimal healthcare decision making under multiple mathematical models: application in prostate cancer screening. Health Care Manag Sci. 2018;21(1):105-118.

Gupta D, Denton B. Appointment scheduling in health care: Challenges and opportunities. IIE Trans. 2008;40(9):800-819.

Collins FS, Varmus H. A new initiative on precision medicine. N Engl J Med. 2015;372(9):793-5.

Ashley EA. The precision medicine initiative: a new national effort. JAMA. 2015;313(21):2119-20.

Obermeyer Z, Emanuel EJ. Predicting the Future - Big Data, Machine Learning, and Clinical Medicine. N Engl J Med. 2016;375(13):1216-1219.

Rajkomar A, Dean J, Kohane I. Machine Learning in Medicine. N Engl J Med. 2019;380(14):1347-1358.

De Bruin AM, Van Rossum AC, Visser MC, Koole GM. Modeling the emergency cardiac in-patient flow: an application of queuing theory. Health Care Manag Sci. 2007;10(2):125-37.

Nicholson A, Smith D, Davies R, Whitaker C. Optimizing inventory management in a healthcare supply chain. Health Care Manag Sci. 2021;24(2):356-375.

McWilliams JM, Hatfield LA, Chernew ME, Landon BE, Schwartz AL. Early Performance of Accountable Care Organizations in Medicare. N Engl J Med. 2016;374(24):2357-2366.

Kaplan RS, Porter ME. How to solve the cost crisis in health care. Harv Bus Rev. 2011;89(9):46-52, 54, 56-61 passim.

Reid PP, Compton WD, Grossman JH, Fanjiang G, editors. Building a Better Delivery System: A New Engineering/Health Care Partnership. National Academies Press; 2005.

Adler-Milstein J, Ronchi E, Cohen GR, Winn LA, Jha AK. Benchmarking health IT among OECD countries: better data for better policy. J Am Med Inform Assoc. 2014;21(e1):e111-e113.

Walker J, Pan E, Johnston D, Adler-Milstein J, Bates DW, Middleton B. The value of health care information exchange and interoperability. Health Aff (Millwood). 2005;24 Suppl Web Exclusives:W5-10-W5-18.

Blumenthal D, Tavenner M. The "meaningful use" regulation for electronic health records. N Engl J Med. 2010;363(6):501-4.

Braa J, Hanseth O, Heywood A, Mohammed W, Shaw V. Developing Health Information Systems in Developing Countries: The Flexible Standards Strategy. MIS Q. 2007;31(2):381-402.

Mate KS, Sifrim ZK, Chalkidou K, et al. Improving health system quality in low- and middle-income countries. Bull World Health Organ. 2022;100(5):343-343A.

Shortell SM, Addicott R, Walsh N, Ham C. The NHS five year forward view: lessons from the United States in developing new care models. BMJ. 2015;350:h2005.

Kotter JP. Leading change. Harvard Business Press; 1996.

Char DS, Shah NH, Magnus D. Implementing Machine Learning in Health Care - Addressing Ethical Challenges. N Engl J Med. 2018;378(11):981-983.

Obermeyer Z, Powers B, Vogeli C, Mullainathan S. Dissecting racial bias in an algorithm used to manage the health of populations. Science. 2019;366(6464):447-453.

Price WN, Cohen IG. Privacy in the age of medical big data. Nat Med. 2019;25(1):37-43.

Goodman KW, Berner ES, Dente MA, et al. Challenges in ethics, safety, best practices, and oversight regarding HIT vendors, their customers, and patients: a report of an AMIA special task force. J Am Med Inform Assoc. 2011;18(1):77-81.

Steele GD, Haynes JA, Davis DE, et al. How Geisinger's Advanced Medical Home Model Aims to Get Better Care for Less. Health Aff (Millwood). 2010;29(11):2047-2053.

Hersh WR, Weiner MG, Embi PJ, et al. Caveats for the use of operational electronic health record data in comparative effectiveness research. Med Care. 2013;51(8 Suppl 3):S30-S37.

Greenhalgh T, Wherton J, Papoutsi C, et al. Beyond Adoption: A New Framework for Theorizing and Evaluating Nonadoption, Abandonment, and Challenges to the Scale-Up, Spread, and Sustainability of Health and Care Technologies. J Med Internet Res. 2017;19(11):e367.

Vayena E, Blasimme A, Cohen IG. Machine learning in medicine: Addressing ethical challenges. PLoS Med. 2018;15(11):e1002689.

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Mohammad Majharul Islam, MD Nadil khan, Kirtibhai Desai, MD Mahbub Rabbani, Saif Ahmad, & Esrat Zahan Snigdha. (2025). AI-Powered Business Intelligence in IT: Transforming Data into Strategic Solutions for Enhanced Decision-Making. The American Journal of Engineering and Technology, 7(02), 59–73. https://doi.org/10.37547/tajet/Volume07Issue02-09.

Saif Ahmad, MD Nadil khan, Kirtibhai Desai, Mohammad Majharul Islam, MD Mahbub Rabbani, & Esrat Zahan Snigdha. (2025). Optimizing IT Service Delivery with AI: Enhancing Efficiency Through Predictive Analytics and Intelligent Automation. The American Journal of Engineering and Technology, 7(02), 44–58. https://doi.org/10.37547/tajet/Volume07Issue02-08.

Esrat Zahan Snigdha, MD Nadil khan, Kirtibhai Desai, Mohammad Majharul Islam, MD Mahbub Rabbani, & Saif Ahmad. (2025). AI-Driven Customer Insights in IT Services: A Framework for Personalization and Scalable Solutions. The American Journal of Engineering and Technology, 7(03), 35–49. https://doi.org/10.37547/tajet/Volume07Issue03-04.

MD Mahbub Rabbani, MD Nadil khan, Kirtibhai Desai, Mohammad Majharul Islam, Saif Ahmad, & Esrat Zahan Snigdha. (2025). Human-AI Collaboration in IT Systems Design: A Comprehensive Framework for Intelligent Co-Creation. The American Journal of Engineering and Technology, 7(03), 50–68. https://doi.org/10.37547/tajet/Volume07Issue03-05.

Kirtibhai Desai, MD Nadil khan, Mohammad Majharul Islam, MD Mahbub Rabbani, Saif Ahmad, & Esrat Zahan Snigdha. (2025). Sentiment analysis with ai for it service enhancement: leveraging user feedback for adaptive it solutions. The American Journal of Engineering and Technology, 7(03), 69–87. https://doi.org/10.37547/tajet/Volume07Issue03-06.

Mohammad Tonmoy Jubaear Mehedy, Muhammad Saqib Jalil, MahamSaeed, Abdullah al mamun, Esrat Zahan Snigdha, MD Nadil khan, NahidKhan, & MD Mohaiminul Hasan. (2025). Big Data and Machine Learning inHealthcare: A Business Intelligence Approach for Cost Optimization andService Improvement. The American Journal of Medical Sciences andPharmaceutical Research, 115–135.https://doi.org/10.37547/tajmspr/Volume07Issue0314.

87. Maham Saeed, Muhammad Saqib Jalil, Fares Mohammed Dahwal, Mohammad Tonmoy Jubaear Mehedy, Esrat Zahan Snigdha, Abdullah al mamun, & MD Nadil khan. (2025). The Impact of AI on Healthcare Workforce Management: Business Strategies for Talent Optimization and IT Integration. The American Journal of Medical Sciences and Pharmaceutical Research, 7(03), 136–156. https://doi.org/10.37547/tajmspr/Volume07Issue03-15.

Muhammad Saqib Jalil, Esrat Zahan Snigdha, Mohammad Tonmoy Jubaear Mehedy, Maham Saeed, Abdullah al mamun, MD Nadil khan, & Nahid Khan. (2025). AI-Powered Predictive Analytics in Healthcare Business: Enhancing OperationalEfficiency and Patient Outcomes. The American Journal of Medical Sciences and Pharmaceutical Research, 93–114. https://doi.org/10.37547/tajmspr/Volume07Issue03-13.

Esrat Zahan Snigdha, Muhammad Saqib Jalil, Fares Mohammed Dahwal, Maham Saeed, Mohammad Tonmoy Jubaear Mehedy, Abdullah al mamun, MD Nadil khan, & Syed Kamrul Hasan. (2025). Cybersecurity in Healthcare IT Systems: Business Risk Management and Data Privacy Strategies. The American Journal of Engineering and Technology, 163–184. https://doi.org/10.37547/tajet/Volume07Issue03-15.

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Hasan, M. M., Mirza, J. B., Paul, R., Hasan, M. R., Hassan, A., Khan, M. N., & Islam, M. A. (2025). Human-AI Collaboration in Software Design: A Framework for Efficient Co Creation. AIJMR-Advanced International Journal of Multidisciplinary Research, 3(1). DOI: 10.62127/aijmr.2025.v03i01.1125

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Junaid Baig Mirza, MD Mohaiminul Hasan, Rajesh Paul, Mohammad Rakibul Hasan, Ayesha Islam Asha. AIJMR-Advanced International Journal of Multidisciplinary Research, Volume 3, Issue 1, January-February 2025 .DOI: 10.62127/aijmr.2025.v03i01.1123.

Mohammad Rakibul Hasan, MD Mohaiminul Hasan, Junaid Baig Mirza, Ali Hassan, Rajesh Paul, MD Nadil Khan, Nabila Ahmed Nikita.AIJMR-Advanced International Journal of Multidisciplinary Research, Volume 3, Issue 1, January-February 2025 .DOI: 10.62127/aijmr.2025.v03i01.1124.

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Yaseen Shareef Mohammed, Dhiraj Kumar Akula, Asif Syed, Gazi Mohammad Moinul Haque, & Yeasin Arafat. (2025). The Impact of Artificial Intelligence on Information Systems: Opportunities and Challenges. The American Journalof Engineering and Technology, 7(8), 151–176. https://doi.org/10.37547/tajet/Volume07Issue08-15

Yeasin Arafat, Dhiraj Kumar Akula, Yaseen Shareef Mohammed, Gazi Mohammad Moinul Haque, Mahzabin Binte Rahman, & Asif Syed. (2025). Big Data Analytics in Information Systems Research: Current Landscape and Future Prospects Focus: Data science, cloud platforms, real-time analytics in IS. The American Journal of Engineering and Technology, 7(8), 177–201. https://doi.org/10.37547/tajet/Volume07Issue08-16

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Dhiraj Kumar Akula, Kazi Sanwarul Azim, Yaseen Shareef Mohammed, Asif Syed, & Gazi Mohammad Moinul Haque. (2025). Enterprise Architecture: Enabler of Organizational Agility and Digital Transformation. The American Journalof Management and Economics Innovations, 7(8), 54–79. https://doi.org/10.37547/tajmei/Volume07Issue08-06

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Mahzabin Binte Rahman, Kiran Bhujel, Sunil Kanojiya, Mohammad Yasin, & Mahbub Hasan. (2025). Enhancing Healthcare Outcomes Through Data-Driven Decision Making: A Business Analytics Approach. International Journal of Medical Science and Public Health Research, 6(10), 26–53. https://doi.org/10.37547/ijmsphr/Volume06Issue10-04