Introduction: The use of healthcare frameworks and, in particular, policy makers is crucial for designing and evaluating systems. Frameworks provide the ability to measure and compare health system functions in different countries in order to make better and more meaningful decisions, to make comparisons within and between countries, identifying gaps, and sharing information. Researchers also have the ability to use the dimensions of the frameworks to measure progress over time. Due to the importance of the subject, the purpose of this study is to describe the framework concepts and the introduction of framework applications in the field of health care.
Material and Methods: This study is based on a search of the ProQuest, PubMed, Google Scholar, Science Direct, Scopus, IranMedex, Irandoc, Magiran, ParsMedline and Scientific Information Database (SID) databases, as well as the study of specialized keyword web sites and the standard was done. After a thorough study, 50 sources were selected according to the study objectives and were used to formulate the final article.
Results: The framework can be used to manage health system investments, identify important research areas in the field of health, and define new and useful research.Conclusion: Given the importance of the health framework, the need to provide a framework for other critical health care sectors is essential.
Framework [Internet]. 2019 [Cited: 15 May 2019]. Available from: https://www.dictionary.com/browse/framwork.
Introduction to Frameworks, Models & Concepts [internet]. 2019 [cited: 5 Mar 2019]. Available from: http://www.odpedia.com/od/introduction-to-frameworks-models-concepts/.
Stanojević V, Vlajić S, Milić M, Ognjanović M. Guidelines for framework development process. 7th Central and Eastern European Software Engineering Conference. IEEE; 2011.
Endter-Wada J, Blahna D, Krannich R, Brunson M. A framework for understanding social science contributions to ecosystem management. Ecological Applications. 1998; 8(3): 891-904.
Mandelblatt JS, Ramsey SD, Lieu TA, Phelps CE. Evaluating frameworks that provide value measures for health care interventions. Value Health. 2017; 20(2): 185-92. PMID: 28237193 DOI: 10.1016/j.jval.2016.11.013
Olanrewaju RF, Islam T, Ali NA. An empirical study of the evolution of PHP MVC framework. Advanced Computer and Communication Engineering Technology. Springer; 2015.
Sinclair M. A guide to understanding theoretical and conceptual frameworks. Evidence-Based Midwifery. 2007; 5(2): 39-40.
Van Houdt S, Heyrman J, Vanhaecht K, Sermeus W, De Lepeleire J. An in-depth analysis of theoretical frameworks for the study of care coordination. Int J Integr Care. 2013; 13: 1-8. PMID: 23882171
Petrini C. Theoretical models and operational frameworks in public health ethics. Int J Environ Res Public Health. 2010; 7(1): 189–202. PMID: 20195441 DOI: 10.3390/ijerph7010189
Ordooshahi M, Moghaddasian S, Lakdizaji S, Abdollahzadeh F, Mehdipour Zare N, Mohjal Aghdam AR, et al. Management and research in nursing. Salemi Publication, Tehran; 2005.
Sicotte C, Champagne F, Contandriopoulos AP, Barnsley J, Béland F, Leggat S, et al. A conceptual framework for the analysis of health care organizations' performance. Health Serv Manage Res. 1998; 11(1): 24-41. PMID: 10178368 DOI: 10.1177/095148489801100106
Handler A, Issel M, Turnock B. A conceptual framework to measure performance of the public health system. Am J Public Health. 2001; 91(8): 1235–9. PMID: 11499110
Murray CJ, Frenk J. A framework for assessing the performance of health systems. Bull World Health Organ. 2000; 78(6): 717-31. PMID: 10916909
Huicho L, Dieleman M, Campbell J, Codjia L, Balabanova D, Dussault G, et al. Increasing access to health workers in underserved areas: A conceptual framework for measuring results. Bull World Health Organ. 2010; 88(5): 357-63. PMID: 20461135 DOI: 10.2471/BLT.09.070920
Mosadeghrad AM. A conceptual framework for quality of care. Mater Sociomed. 2012; 24(4): 251-61. PMID: 23922534 DOI: 10.5455/msm.2012.24.251-261
Khoja S, Durrani H, Scott RE, Sajwani A, Piryani U. Conceptual framework for development of comprehensive e-health evaluation tool. Telemed J E Health. 2013; 19(1): 48-53. PMID: 22957502 DOI: 10.1089/tmj.2012.0073
Tyagi S, Agarwal A, Maheshwari P. A conceptual framework for IoT-based healthcare system using cloud computing. 6th International Conference of Cloud System and Big Data Engineering. IEEE; 2016.
Bourne PA. A theoretical framework of the good health status of Jamaicans: Using econometric analysis to model good health status over the life course. N Am J Med Sci. 2009; 1(2): 86-95. PMID: 22666677
Fox A, Gardner G, Osborne S. A theoretical framework to support research of health service innovation. Aust Health Rev. 2015; 39(1): 70-5. PMID: 25513878 DOI: 10.1071/AH14031
Arah OA, Klazinga NS, Delnoij DM, Asbroek AT, Custers T. Conceptual frameworks for health systems performance: A quest for effectiveness, quality, and improvement. Int J Qual Health Care. 2003; 15(5): 377-98. PMID: 14527982 DOI: 10.1093/intqhc/mzg049
Affisco JF, Soliman KS. E-government: A strategic operations management framework for service delivery. Business Process Management Journal. 2006; 12(1): 13-21.
Araújo JR, José Luiz C, Maciel Filho R. Developing an operational framework for health policy analysis. Revista Brasileira de Saúde Materno Infantil. 2001; 1(3): 203-21.
Queensland clinical guidelines: Maternity and neonatal shared care [Internet]. 2016 [cited: 6 Mar 2019]. Available from: https://www.health.qld.gov.au/qcg/publications
Roe M, Malone S, Blake C, Collins K, Gissane C, Büttner F, et al. A six stage operational framework for individualising injury risk management in sport. Inj Epidemiol. 2017; 4(1): 26-32. PMID: 28929466 DOI: 10.1186/s40621-017-0123-x
Mei J, Liu H, Li X, Xie G, Yu Y. A decision fusion framework for treatment recommendation systems. Stud Health Technol Inform. 2015; 216: 300-4. PMID: 26262059
Prasad S, Bruce LM, Ball JE. A multi-classifier and decision fusion framework for robust classification of mammographic masses. Conf Proc IEEE Eng Med Biol Soc. 2008; 2008: 3048-51. PMID: 19163349 DOI: 10.1109/IEMBS.2008.4649846
Velikova M, Lucas PJ, Samulski M, Karssemeijer N. A probabilistic framework for image information fusion with an application to mammographic analysis. Medical Image Analysis. 2012; 16(4): 865-75.
Daunizeau J, Grova C, Marrelec G, Mattout J, Jbabdi S, Pélégrini-Issac M, et al. Symmetrical event-related EEG/fMRI information fusion in a variational Bayesian framework. Neuroimage. 2007; 36(1): 69-87. PMID: 17408972 DOI: 10.1016/j.neuroimage.2007.01.044
Raghupathi W, Raghupathi V. Big data analytics in healthcare: promise and potential. Health Inf Sci Syst. 2014; 2: 3-13. PMID: 25825667 doi: 10.1186/2047- 2501-2-3
Hall R. Handbook of healthcare system scheduling. Springer, US; 2011.
Chawla, NV, Davis DA. Bringing big data to personalized healthcare: A patient-centered framework. J Gen Intern Med. 2013; 28 (Suppl 3): S660-5. PMID: 23797912 DOI: 10.1007/s11606-013-2455-8
Kim T, Park K, Yi S, Kim H. A big data framework for u-healthcare systems utilizing vital signs. International Symposium on Computer, Consumer and Control. IEEE; 2014.
Fang R, Pouyanfar S, Yang, Chen SC, Iyengar SS. Computational health informatics in the big data age: A survey. ACM Computing Surveys. 2016; 49(1): 12.
Youssef AE. A framework for secure healthcare systems based on big data analytics in mobile cloud computing environments. Int J Ambient Syst Appl. 2014; 2(2): 1-11.
del Carmen Legaz-García M, Martínez-Costa M, Menárguez-Tortosaa M, Fernández-Breisa JT. A semantic web based framework for the interoperability and exploitation of clinical models and EHR data. Knowledge-Based Systems. 2016; 105: 175-89.
Sakr S, Elgammal A. Towards a comprehensive data analytics framework for smart healthcare services. Big Data Research. 2016; 4: 44-58.
Mahmud S, Iqbal R, Doctor F. Cloud enabled data analytics and visualization framework for health-shocks prediction. Future Generation Computer Systems. 2016; 65: 169-81.
Jokonya O. Towards a big data framework for the prevention and control of HIV/AIDS, TB and Silicosis in the mining industry. Procedia Technology. 2014; 16: 1533-41.
Rahman F, Bhuiyan MZA, Ahamed SI. A privacy preserving framework for RFID based healthcare systems. Future Generation Computer Systems. 2017; 72: 339-52.
Sarkar BK. Big data for secure healthcare system: A conceptual design. Complex & Intelligent Systems. 2017; 3(2): 133-51.
Pramanik MI, Lau RYK, Demirkan H, Kalam Azad MA. Smart health: Big data enabled health paradigm within smart cities. Expert Systems with Applications. 2017; 87: 370-83.
Forkan ARM, Khalil I, Ibaida A, Tari Z. BDCaM: Big data for context-aware monitoring- A personalized knowledge discovery framework for assisted healthcare. IEEE Transactions on Cloud Computing. 2017; 5(4): 628-41.
Sadoughi F, Aminpour F. How to evaluate health information systems: Evaluation stages. Iranian Journal of Medical Education. 2011; 10(5): 950-63.
Eisenstein EL, Juzwishin D, Kushniruk AW, Nahm M. Defining a framework for health information technology evaluation. Stud Health Technol Inform. 2011; 164: 94-9. PMID: 21335694
Lopez DM, Blobel BG. A development framework for semantically interoperable health information systems. Int J Med Inform. 2009; 78(2): 83-103. PMID: 18621574 DOI: 10.1016/j.ijmedinf.2008.05.009
Mehrolhassani M, Haghdoost AA, Dehnavieh R, Abolhallaje M, Emami M. The proposed framework for monitoring health system. Iranian Journal of Epidemiology. 2017; 12: 92-6.
Chen CLP, Zhang CY. Data-intensive applications, challenges, techniques and technologies: A survey on big data. Information Sciences. 2014; 275: 314-47.
Sukumar SR, Natarajan R, Ferrell RK. Quality of big data in health care. Int J Health Care Qual Assur. 2015; 28(6): 621-34. PMID: 26156435 DOI: 10.1108/IJHCQA-07-2014-0080
Nazari E, Shahriari MH, Tabesh H. Big data analysis in healthcare: Apache Hadoop, Apache spark and Apache Flink. Front Health Inform. 2019; 8(1): e14.
National Academy of Engineering, Institute of Medicine Committee on Engineering, the Health Care System. The national academies collection: Reports funded by national institutes of health. In: Reid PP, Compton WD, Grossman JH, Fanjiang G (ed). Building a better delivery system: A new engineering/health care partnership. Washington DC: National Academies Press (US); 2005.