International Journal of Multidisciplinary Research and Growth Evaluation  |  ISSN (Online): 2582-7138  |  Double-Blind Peer Review  |  Open Access  |  CC BY 4.0

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International Journal of Multidisciplinary Research and Growth Evaluation

ISSN (Online): 2582-7138 | Open Access

Community Based Public Health Compliance Models Supporting Vulnerable Workers and Informal Sector Populations

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Volume: 1 | Issue: 5 | Pages: 509-522

Subject: Public Health

Country: Nigeria

DOI: https://doi.org/10.54660/IJMRGE.2020.1.5.509-522

License: CC BY 4.0

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Abstract

Workplace injuries and occupational health challenges remain persistent concerns across public and private sectors, imposing significant human, social, and economic costs. Advances in data availability, analytics, and digital technologies have created new opportunities to transform traditional reactive safety management into proactive, prevention-oriented systems. This abstract examines data-driven strategies for preventing workplace injuries and improving employee health protection outcomes, with emphasis on the integration of real-time data, predictive analytics, and evidence-based decision-making. The approach synthesizes insights from occupational health and safety, public health surveillance, and organizational analytics to demonstrate how diverse data sources can be systematically leveraged. These sources include incident and near-miss reports, wearable sensor data, ergonomics assessments, health records, environmental monitoring, and workforce demographics. Advanced analytical techniques such as machine learning, trend analysis, and risk modeling enable early identification of hazardous patterns, vulnerable worker groups, and high-risk tasks before severe incidents occur. Data-driven dashboards and risk indicators further support timely interventions, continuous monitoring, and accountability across management levels. The abstract also highlights the role of governance, data quality, and ethical considerations, including privacy protection, transparency, and responsible data use, as critical enablers of effective implementation. By embedding analytics into safety policies, training programs, and operational planning, organizations can move beyond compliance-focused approaches toward adaptive systems that continuously learn and improve. Evidence from emerging practices suggests that data-driven injury prevention strategies contribute to measurable reductions in accident rates, severity of injuries, absenteeism, and associated costs, while enhancing employee wellbeing and organizational resilience. Importantly, these strategies align occupational health objectives with broader public health goals by promoting safer work environments, early health risk detection, and sustainable workforce participation. The abstract concludes that data-driven strategies represent a scalable and policy-relevant pathway for strengthening employee health protection, supporting regulatory oversight, and fostering a culture of prevention in modern workplaces. Future research should focus on sector-specific models, capacity building, interoperability standards, and longitudinal evaluation to ensure equitable adoption, robust causal inference, and sustained impact, particularly in resource-constrained settings where injury burdens remain high and data infrastructures are uneven across global supply chains, informal economies, and rapidly digitizing workplaces worldwide with strong stakeholder engagement mechanisms.

How to Cite This Article

Sandra C Anioke, Michael Efetobore Atima (2020). Community Based Public Health Compliance Models Supporting Vulnerable Workers and Informal Sector Populations . International Journal of Multidisciplinary Research and Growth Evaluation (IJMRGE), 1(5), 509-522. DOI: https://doi.org/10.54660/IJMRGE.2020.1.5.509-522

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References

  1. 1. Abdulraheem BI, Olapipo AR, Amodu MO. Primaryhealthcareservicesin Nigeria: criticalissuesandstrategiesforenhancingtheusebytheruralcommunities. JPublic Health Epidemiol.2012;4(1\:5-13.
  2. 2. Ahmed K. Theimpactofmultichannelengagementtoolsonthequalityofcareprovidedbyahealthcareprofessional. Revistade Administra??ode Roraima-RARR.2017;7(1\:81-98.
  3. 3. Aitken M, Gorokhovich L. Advancingtheresponsibleuseofmedicines: applyingleversforchange.
  4. 2012. Availablefrom: https://ssrn. com/abstract=
  5. 22225414. Aldrighetti R, Zennaro I, Finco S, Battini D. Healthcaresupplychainsimulationwithdisruptionconsiderations: acasestudyfrom Northern Italy. Glob JFlex Syst Manag.2019;20(Suppl1\:81-102.
  6. 5. Amuta MA, Muonde M, Mustapha AY, Mbata AO. Ariskmanagementframeworkfornavigatingregulatorycomplianceinpharmaceuticalsalesanddistributionoperations. Decision Making.2020;26:27.
  7. 6. Asi YM, Williams C. Theroleofdigitalhealthinmakingprogresstoward Sustainable Development Goal(SDG\3inconflict-affectedpopulations. Int JMed Inform.2018;114:114-20.
  8. 7. Assefa Y, Hill PS, Ulikpan A, Williams OD. Accesstomedicinesandhepatitis Cin Africa: cantieredpricingandvoluntarylicencingassureuniversalaccess, healthequityandfairness?Global Health.2017;13(1\:73.
  9. 8. Atobatele OK, Ajayi OO, Hungbo AQ, Adeyemi C. Leveragingpublichealthinformaticstostrengthenmonitoringandevaluationofglobalhealthintervention. IREJournals.2019;2(7\:174-93.
  10. 9. Atobatele OK, Hungbo AQ, Adeyemi C. Evaluatingstrategicroleofeconomicresearchinsupportingfinancialpolicydecisionsandmarketperformancemetrics. IREJournals.2019;2(10\:442-52.
  11. 10. Atobatele OK, Hungbo AQ, Adeyemi C. Digitalhealthtechnologiesandreal-timesurveillancesystems: transformingpublichealthemergencypreparednessthroughdata-drivendecisionmaking. IREJournals.2019;3(9\:417-
  12. 21. Availablefrom: https://irejournals. com(ISSN:2456-8880\
  13. 11. Atobatele OK, Hungbo AQ, Adeyemi C. Digitalhealthtechnologiesandreal-timesurveillancesystems: transformingpublichealthemergencypreparednessthroughdata-drivendecisionmaking. IREJournals.2019;3(9\:417-21.
  14. 12. Atobatele OK, Hungbo AQ, Adeyemi C. Leveragingbigdataanalyticsforpopulationhealthmanagement: acomparativeanalysisofpredictivemodelingapproachesinchronicdiseasepreventionandhealthcareresourceoptimization. IREJournals.2019;3(4\:370-
  15. 5. Availablefrom: https://irejournals. com(ISSN:2456-8880\
  16. 13. Bam L, Mc Laren ZM, Coetzee E, Von Leipzig KH. Reducingstock-outsofessentialtuberculosismedicines: asystemdynamicsmodellingapproachtosupplychainmanagement. Health Policy Plan.2017;32(8\:1127-34.
  17. 14. Barrett M, Boyne J, Brandts J, Brunner-La Rocca HP, De Maesschalck L, De Wit K, etal. Artificialintelligencesupportedpatientself-careinchronicheartfailure: aparadigmshiftfromreactivetopredictive, preventiveandpersonalisedcare. EPMAJ.2019;10(4\:445-64.
  18. 15. Bennett CC, Hauser K. Artificialintelligenceframeworkforsimulatingclinicaldecision-making: a Markovdecisionprocessapproach. Artif Intell Med.2013;57(1\:9-19.
  19. 16. Beran D, Zar HJ, Perrin C, Menezes AM, Burney P. Burdenofasthmaandchronicobstructivepulmonarydiseaseandaccesstoessentialmedicinesinlow-incomeandmiddle-incomecountries. Lancet Respir Med.2015;3(2\:159-70.
  20. 17. Bizzo BC, Almeida RR, Michalski MH, Alkasab TK. Artificialintelligenceandclinicaldecisionsupportforradiologistsandreferringproviders. JAm Coll Radiol.2019;16(9\:1351-6.
  21. 18. Blasimme A, Vayena E. Theethicsof AIinbiomedicalresearch, patientcareandpublichealth. Oxford Handbookof Ethicsof Artificial Intelligence. Forthcoming2019 Apr9.
  22. 19. Boppiniti ST. Revolutionizinghealthcaredatamanagement: anovelmasterdataarchitectureforthedigitalera. Transactionson Latest Trendsin Io T.2019;2(2\.
  23. 20. Bradley BD, Jung T, Tandon-Verma A, Khoury B, Chan TC, Cheng YL. Operationsresearchinglobalhealth: ascopingreviewwithafocusonthethemesofhealthequityandimpact. Health Res Policy Syst.2017;15(1\:32.
  24. 21. Brenner M, Cramer J, Cohen S, Balakrishnan K. Leveragingqualityimprovementandpatientsafetyinitiativestoenhancevalueandpatient-centeredcareinotolaryngology. Curr Otorhinolaryngol Rep.2018;6(3\:231-8.
  25. 22. Browne AJ, Varcoe CM, Wong ST, Smye VL, Lavoie J, Littlejohn D, etal. Closingthehealthequitygap: evidence-basedstrategiesforprimaryhealthcareorganizations. Int JEquity Health.2012;11(1\:59.
  26. 23. Campbell BR, Ingersoll KS, Flickinger TE, Dillingham R. Bridgingthedigitalhealthdivide: towardequitableglobalaccesstomobilehealthinterventionsforpeoplelivingwith HIV. Expert Rev Anti Infect Ther.2019;17(3\:141-4.
  27. 24. Car J, Tan WS, Huang Z, Sloot P, Franklin BD. e Healthinthefutureofmedicationsmanagement: personalisation, monitoringandadherence. BMCMed.2017;15(1\:
  28. 73. International Journalof Multidisciplinary Researchand Growth Evaluationwww. allmultidisciplinaryjournal. com
  29. 52025. Chopra M, Bhutta Z, Blanc DC, Checchi F, Gupta A, Lemango ET, etal. Addressingthepersistentinequitiesinimmunizationcoverage. Bull World Health Organ.2020;98(2\:146.(Note: Originallists2019, butmatches2020publication\
  30. 26. Cleaveland S, Sharp J, Abela-Ridder B, Allan KJ, Buza J, Crump JA, etal. One Healthcontributionstowardsmoreeffectiveandequitableapproachestohealthinlow-andmiddle-incomecountries. Philos Trans RSoc Lond BBiol Sci.2017;372(1725\:20160168.
  31. 27. Contreras I, Vehi J. Artificialintelligencefordiabetesmanagementanddecisionsupport: literaturereview. JMed Internet Res.2018;20(5\: e10775.
  32. 28. Corralde Zubielqui G, Jones J, Seet PS, Lindsay N. Knowledgetransferbetweenactorsintheinnovationsystem: astudyofhighereducationinstitutions(HEIS\and SMES. JBus Ind Mark.2015;30(3/4\:436-58.
  33. 29. Daniel H, Bornstein SS, Kane GC, Healthand Public Policy Committeeofthe American Collegeof Physicians. Addressingsocialdeterminantstoimprovepatientcareandpromotehealthequity: an American Collegeof Physicianspositionpaper. Ann Intern Med.2018;168(8\:577-8.
  34. 30. Dankwa-Mullan I, Rivo M, Sepulveda M, Park Y, Snowdon J, Rhee K. Transformingdiabetescarethroughartificialintelligence: thefutureishere. Popul Health Manag.2019;22(3\:229-42.
  35. 31. Davenport T, Kalakota R. Thepotentialforartificialintelligenceinhealthcare. Future Healthc J.2019;6(2\:94-8.
  36. 32. De Souza JA, Hunt B, Asirwa FC, Adebamowo C, Lopes G. Globalhealthequity: cancercareoutcomedisparitiesinhigh-, middle-, andlow-incomecountries. JClin Oncol.2016;34(1\:6-13.
  37. 33. Desai AN, Kraemer MU, Bhatia S, Cori A, Nouvellet P, Herringer M, etal. Real-timeepidemicforecasting: challengesandopportunities. Health Secur.2019;17(4\:268-75.
  38. 34. Deshpande P, Rasin A, Furst J, Raicu D, Antani S. Diis: abiomedicaldataaccessframeworkforaidingdatadrivenresearchsupportingfairprinciples. Data.2019;4(2\:54.
  39. 35. Devarapu K, Rahman K, Kamisetty A, Narsina D. MLOps-drivensolutionsforreal-timemonitoringofobesityanditsimpactonheartdiseaserisk: enhancingpredictiveaccuracyinhealthcare. Int JReciprocal Symmetry Theor Phys.2019;6:43-55.
  40. 36. Didi PU, Abass OS, Balogun O. Apredictiveanalyticsframeworkforoptimizingpreventivehealthcaresalesandengagementoutcomes. IREJournals.2019;2(11\:497-503.
  41. 37. Diraviam SP, Sullivan PG, Sestito JA, Nepps ME, Clapp JT, Fleisher LA. Physicianengagementinmalpracticeriskreduction: a UPHScasestudy. Jt Comm JQual Patient Saf.2018;44(10\:605-12.
  42. 38. Dzau VJ, Mc Clellan MB, Mc Ginnis JM, Burke SP, Coye MJ, Diaz A, etal. Vitaldirectionsforhealthandhealthcare: prioritiesfroma National Academyof Medicineinitiative. JAMA.2017;317(14\:1461-70.
  43. 39. Egemba M, Aderibigbe-Saba C, Ajayi Simeon AO, Patrick A, Olufunke O. Telemedicineanddigitalhealthindevelopingeconomies: accessibilityequityframeworksforimprovedhealthcaredelivery. Int JMultidiscip Res Growth Eval.2020;1(5\:220-38.
  44. 40. Fike GC. Comparingtelephoneversusmaildisseminationofthe Hospital Consumer Assessmentof Healthcare Providersand System Survey(HCAHPS\amongpatientswithlowliteracy. Online Submiss.2012.
  45. 41. Gatla TR. Acutting-edgeresearchon AIcombatingclimatechange: innovationsanditsimpacts. INNOVATIONS.2019;6(09\:5.
  46. 42. Goel NA, Alam AA, Eggert EM, Acharya S. Designanddevelopmentofacustomizabletelemedicineplatformforimprovingaccesstohealthcareforunderservedpopulations. In:201739th Annual International Conferenceofthe IEEEEngineeringin Medicineand Biology Society(EMBC\;2017 Jul; Jeju, Korea(South\. IEEE;2017. p.2658-61.
  47. 43. Goundrey-Smith SJ. Technologiesthattransform: digitalsolutionsforoptimisingmedicinesuseinthe NHS. BMJHealth Care Inform.2019;26(1\: e100016.
  48. 44. Gronde TVD, Uyl-de Groot CA, Pieters T. Addressingthechallengeofhigh-pricedprescriptiondrugsintheeraofprecisionmedicine: asystematicreviewofdruglifecycles, therapeuticdrugmarketsandregulatoryframeworks. PLo SOne.2017;12(8\: e0182613.
  49. 45. Hearld L, Alexander JA, Wolf LJ, Shi Y. Disseminationofqualityimprovementinnovationsbymultisectorhealthcarealliances. JHealth Organ Manag.2019;33(4\:511-25.
  50. 46. Henke N, Bughin J. Theageofanalytics: competinginadata-drivenworld. Mc Kinsey Global Institute;2016.
  51. 47. Hill-Briggs F.2018 Health Care&Education Presidential Address: the American Diabetes Associationintheeraofhealthcaretransformation. Diabetes Care.2019;42(3\:352-8.
  52. 48. Hodge H, Carson D, Carson D, Newman L, Garrett J. Using Internettechnologiesinruralcommunitiestoaccessservices: theviewsofolderpeopleandserviceproviders. JRural Stud.2017;54:469-78.
  53. 49. Holden K, Akintobi T, Hopkins J, Belton A, Mc Gregor B, Blanks S, etal. Communityengagedleadershiptoadvancehealthequityandbuildhealthiercommunities. Soc Sci(Basel\.2016;5(1\:2.
  54. 50. Huang HC, Singh B, Morton DP, Johnson GP, Clements B, Meyers LA. Equalizingaccesstopandemicinfluenzavaccinesthroughoptimalallocationtopublichealthdistributionpoints. PLo SOne.2017;12(8\: e0182720.
  55. 51. Hungbo AQ, Adeyemi C. Community-basedtrainingmodelforpracticalnursesinmaternalandchildhealthclinics. IREJournals.2019;2(8\:217-35.
  56. 52. Hungbo AQ, Adeyemi C. Laboratorysafetyanddiagnosticreliabilityframeworkforresource-constrainedbloodbankoperations. IREJournals.2019;3(4\:295-
  57. 318. Availablefrom: https://irejournals. com
  58. 53. Hungbo AQ, Adeyemi C, Ajayi OO. Earlywarningescalationsystemforcareaidesinlong-termpatientmonitoring. IREJournals.2020;3(7\:321-45.
  59. 54. Cornell University, INSEAD, WIPO. The Global Innovation Index2016: winningwithglobalinnovation. Ithaca, Fontainebleau, and Geneva: Cornell University, INSEAD, and WIPO;2016.
  60. 55. Ismail A, Karusala N, Kumar N. Bridgingdisconnectedknowledgesforcommunityhealth. Proc ACMHum Comput Interact.2018;2(CSCW\:1-27.
  61. 56. Jacobsen KH, Aguirre AA, Bailey CL, Baranova AV, Crooks AT, Croitoru A, etal. Lessonsfromthe Ebola International Journalof Multidisciplinary Researchand Growth Evaluationwww. allmultidisciplinaryjournal. com521outbreak: actionitemsforemerginginfectiousdiseasepreparednessandresponse. Ecohealth.2016;13(1\:200-12.
  62. 57. Jigssa HA, Desta BF, Tilahun HA, Mc Cutcheon J, Berman P. Factorscontributingtomotivationofvolunteercommunityhealthworkersin Ethiopia: thecaseoffourworedas(districts\in Oromiaand Tigrayregions. Hum Resour Health.2018;16(1\:57.
  63. 58. Jilcha K, Kitaw D. Aliteraturereviewonglobaloccupationalsafetyandhealthpractice&accidentsseverity. Int JQual Res.2016;10(2\.
  64. 59. Katigbak C, Van Devanter N, Islam N, Trinh-Shevrin C. Partnersinhealth: aconceptualframeworkfortheroleofcommunityhealthworkersinfacilitatingpatients'adoptionofhealthybehaviors. Am JPublic Health.2015;105(5\:872-80.
  65. 60. Khan MR. Applicationandimpactofnewtechnologiesinthesupplychainmanagementduring COVID-19pandemic: asystematicliteraturereview. Glob JFlex Syst Manag.2019;20(Suppl1\:81-102.(Note: Originalappearstomisattributeauthors\
  66. 61. Kuupiel D, Bawontuo V, Mashamba-Thompson TP. Improvingtheaccessibilityandefficiencyofpoint-of-carediagnosticsservicesinlow-andmiddle-incomecountries: leanandagilesupplychainmanagement. Diagnostics(Basel\.2017;7(4\:58.
  67. 62. Kwon SC, Tandon SD, Islam N, Riley L, Trinh-Shevrin C. Applyingacommunity-basedparticipatoryresearchframeworktopatientandfamilyengagementinthedevelopmentofpatient-centeredoutcomesresearchandpractice. Transl Behav Med.2018;8(5\:683-91.
  68. 63. Larkins SL, Preston R, Matte MC, Lindemann IC, Samson R, Tandinco FD, etal. Measuringsocialaccountabilityinhealthprofessionaleducation: developmentandinternationalpilottestingofanevaluationframework. Med Teach.2013;35(1\:32-45.
  69. 64. Leath BA, Dunn LW, Alsobrook A, Darden ML. Enhancingruralpopulationhealthcareaccessand Online JPublic Health Inform.2018;10(2\: e218.
  70. 65. Lee BY, Connor DL, Wateska AR, Norman BA, Rajgopal J, Cakouros BE, etal. Landscapingthestructuresof GAVIcountryvaccinesupplychainsandtestingtheeffectsofradicalredesign. Vaccine.2015;33(36\:4451-8.
  71. 66. Lee BY, Haidari LA, Prosser W, Connor DL, Bechtel R, Dipuve A, etal. Re-designingthe Mozambiquevaccinesupplychaintoimproveaccesstovaccines. Vaccine.2016;34(41\:4998-5004.
  72. 67. Lim J, Claypool E, Norman BA, Rajgopal J. Coveragemodelstodetermineoutreachvaccinationcenterlocationsinlowandmiddleincomecountries. Oper Res Health Care.2016;9:40-7.
  73. 68. Mackey TK, Nayyar G. Areviewofexistingandemergingdigitaltechnologiestocombattheglobaltradeinfakemedicines. Expert Opin Drug Saf.2017;16(5\:587-602.
  74. 69. Main EK, Dhurjati R, Cape V, Vasher J, Abreo A, Chang SC, etal. Improvingmaternalsafetyatscalewiththementormodelofcollaborativeimprovement. Jt Comm JQual Patient Saf.2018;44(5\:250-9.
  75. 70. Manyeh AK, Ibisomi L, Baiden F, Chirwa T, Ramaswamy R. Usinginterventionmappingtodesignandimplementqualityimprovementstrategiestowardseliminationoflymphaticfilariasisin Northern Ghana. PLo SNegl Trop Dis.2019;13(3\: e0007267.
  76. 71. Marda V. Artificialintelligencepolicyin India: aframeworkforengagingthelimitsofdata-drivendecision-making. Philos Trans AMath Phys Eng Sci.2018;376(2133\:20180087.
  77. 72. Mariscal J, Mayne G, Aneja U, Sorgner A. Bridgingthegenderdigitalgap. Economics.2019;13(1\:20190009.
  78. 73. Mercer T, Chang AC, Fischer L, Gardner A, Kerubo I, Tran DN, etal. Mitigatingtheburdenofdiabetesin Sub-Saharan Africathroughanintegrateddiagonalhealthsystemsapproach. Diabetes Metab Syndr Obes.2019;12:2261-72.
  79. 74. Metcalf CJE, Tatem A, Bjornstad ON, Lessler J, O'Reilly K, Takahashi S, etal. Transportnetworksandinequitiesinvaccination: remotenessshapesmeaslesvaccinecoverageandprospectsforeliminationacross Africa. Epidemiol Infect.2015;143(7\:1457-66.
  80. 75. Meyer JC, Schellack N, Stokes J, Lancaster R, Zeeman H, Defty D, etal. Ongoinginitiativestoimprovethequalityandefficiencyofmedicineusewithinthepublichealthcaresystemin South Africa; apreliminarystudy. Front Pharmacol.2017;8:751.
  81. 76. Miah SJ, Hasan J, Gammack JG. On-cloudhealthcareclinic: ane-healthconsultancyapproachforremotecommunitiesinadevelopingcountry. Telematics Inform.2017;34(1\:311-22.
  82. 77. Min H. Globalbusinessanalyticsmodels: conceptsandapplicationsinpredictive, healthcare, supplychain, andfinanceanalytics. FTPress;2016.
  83. 78. Mohammadi I, Wu H, Turkcan A, Toscos T, Doebbeling BN. Dataanalyticsandmodelingforappointmentno-showincommunityhealthcenters. JPrim Care Community Health.2018;9:2150132718811692.
  84. 79. Mrema EJ, Ngowi AV, Mamuya SH. Statusofoccupationalhealthandsafetyandrelatedchallengesinexpandingeconomyof Tanzania. Ann Glob Health.2015;81(4\:538-47.
  85. 80. Nascimento RCRMDA,?lvares J, Guerra Junior AA, Gomes IC, Costa EA, Leite SN, etal. Availabilityofessentialmedicinesinprimaryhealthcareofthe Brazilian Unified Health System. Rev Saude Publica.2017;51:10s.
  86. 81. Novak M, Costantini L, Schneider S, Beanlands H. Approachestoself-managementinchronicillness. Semin Dial.2013;26(2\:188-94.
  87. 82. Olu O, Muneene D, Bataringaya JE, Nahimana MR, Ba H, Turgeon Y, etal. Howcandigitalhealthtechnologiescontributetosustainableattainmentofuniversalhealthcoveragein Africa?Aperspective. Front Public Health.2019;7:341.
  88. 83. Pacifico Silva H, Lehoux P, Miller FA, Denis JL. Introducingresponsibleinnovationinhealth: apolicy-orientedframework. Health Res Policy Syst.2018;16(1\:90.
  89. 84. Pamela G, Gbaraba Stephen V, Adeleke Adeyeni S, Patrick A, Ezeh Funmi E, Sylvester T, etal. Leadershipandstrategicinnovationinhealthcare: lessonsforadvancingaccessandequity. Int JMultidiscip Res Growth Eval.2020;1(4\:147-65.
  90. 85. Patrick A, Samuel AD. Data-drivenoptimizationofpharmacyoperationsandpatientaccessthroughinteroperabledigitalsystems. Int JMultidiscip Res Growth Eval.2020;1(2\:229-
  91. 44. International Journalof Multidisciplinary Researchand Growth Evaluationwww. allmultidisciplinaryjournal. com
  92. 52286. Patrick A, Adeleke Adeyeni S, Gbaraba Stephen V, Pamela G, Ezeh Funmi E. Community-basedstrategiesforreducingdrugmisuse: evidencefrompharmacist-ledinterventions. Iconic Res Eng Journals.2019;2(8\:284-310.
  93. 87. Paul S, Venkateswaran J. Inventorymanagementstrategiesformitigatingunfoldingepidemics. IISETrans Healthc Syst Eng.2018;8(3\:167-80.
  94. 88. Perehudoff SK, Alexandrov NV, Hogerzeil HV. Therighttohealthasthebasisforuniversalhealthcoverage: across-nationalanalysisofnationalmedicinespoliciesof71countries. PLo SOne.2019;14(6\: e0215577.
  95. 89. Perez BH. Data-drivenweb-basedintelligentdecisionsupportsystemforinfectionmanagementatpointofcaredon: Imperial College London;2019.
  96. 90. Polater A, Demirdogen O. Aninvestigationofhealthcaresupplychainmanagementandpatientresponsiveness: anapplicationonpublichospitals. Int JPharm Healthc Mark.2018;12(3\:325-47.
  97. 91. Portnoy A, Ozawa S, Grewal S, Norman BA, Rajgopal J, Gorham KM, etal. Costsofvaccineprogramsacross94low-andmiddle-incomecountries. Vaccine.2015;33 Suppl1: A99-108.
  98. 92. Reddy S, Fox J, Purohit MP. Artificialintelligence-enabledhealthcaredelivery. JRSoc Med.2019;112(1\:22-8.
  99. 93. Roski J, Hamilton BA, Chapman W, Heffner J, Trivedi R, Del Fiol G, etal. Howartificialintelligenceischanginghealthandhealthcare. In: Artificialintelligenceinhealthcare: thehope, thehype, thepromise, theperil. Washington, DC: National Academyof Medicine;2019. p.58.
  100. 94. Sardar P, Abbott JD, Kundu A, Aronow HD, Granada JF, Giri J. Impactofartificialintelligenceoninterventionalcardiology: fromdecision-makingaidtoadvancedinterventionalprocedureassistance. Cardiovasc Interv.2019;12(14\:1293-303.
  101. 95. Sayed S, Cherniak W, Lawler M, Tan SY, El Sadr W, Wolf N, etal. Improvingpathologyandlaboratorymedicineinlow-incomeandmiddle-incomecountries: roadmaptosolutions. Lancet.2018;391(10133\:1939-52.
  102. 96. Shrestha YR, Ben-Menahem SM, Von Krogh G. Organizationaldecision-makingstructuresintheageofartificialintelligence. Calif Manage Rev.2019;61(4\:66-96.
  103. 97. Sim SY, Jit M, Constenla D, Peters DH, Hutubessy RC. Ascopingreviewofinvestmentcasesforvaccinesandimmunizationprograms. Value Health.2019;22(8\:942-52.
  104. 98. Sqalli MT, Al-Thani D. AI-supportedhealthcoachingmodelforpatientswithchronicdiseases. In:201916th International Symposiumon Wireless Communication Systems(ISWCS\2019 Aug; Oulu, Finland. IEEE;2019. p.452-6.
  105. 99. Srivastava SC, Shainesh G. Bridgingtheservicedividethroughdigitallyenabledserviceinnovations. MISQ.2015;39(1\:245-69.
  106. 100. Stanfill MH, Marc DT. Healthinformationmanagement: implicationsofartificialintelligenceonhealthcaredataandinformationmanagement. Yearb Med Inform.2019;28(1\:056-64.
  107. 101. Stokes LB, Rogers JW, Hertig JB, Weber RJ. Bigdata: implicationsforhealthsystempharmacy. Hosp Pharm.2016;51(7\:599-603.
  108. 102. Strusani D, Houngbonon GV. Theroleofartificialintelligenceinsupportingdevelopmentinemergingmarkets. Washington, DC: International Finance Corporation;2019.
  109. 103. Tack C. Artificialintelligenceandmachinelearningapplicationsinmusculoskeletalphysiotherapy. Musculoskelet Sci Pract.2019;39:164-9.
  110. 104. Tamraparani V. Data-drivenstrategiesforreducingemployeehealthinsurancecosts: acollaborativeapproachwithcarriersandbrokers.
  111. 2019. Availablefrom: https://ssrn. com/abstract=
  112. 5117105105. Tresp V, Overhage JM, Bundschus M, Rabizadeh S, Fasching PA, Yu S. Goingdigital: asurveyondigitalizationandlarge-scaledataanalyticsinhealthcare. Proc IEEE.2016;104(11\:2180-206.
  113. 106. Udlis KA. Self-managementinchronicillness: conceptanddimensionalanalysis. JNurs Healthc Chronic Illn.2011;3(2\:130-9.
  114. 107. Utazi CE, Thorley J, Alegana VA, Ferrari MJ, Takahashi S, Metcalf CJE, etal. Mappingvaccinationcoveragetoexploretheeffectsofdeliverymechanismsandinformvaccinationstrategies. Nat Commun.2019;10(1\:1633.
  115. 108. Van Eerd D, Saunders R. Integratedknowledgetransferandexchange: anorganizationalapproachforstakeholderengagementandcommunications. Scholarly Res Commun.2017;8(1\.
  116. 109. Vogler S, Paris V, Panteli D. Ensuringaccesstomedicines: howtoredesignpricing, reimbursementandprocurement?Copenhagen: World Health Organization, Regional Officefor Europe;2018. p.30272895.
  117. 110. Wallerstein NB, Yen IH, Syme SL. Integrationofsocialepidemiologyandcommunity-engagedinterventionstoimprovehealthequity. Am JPublic Health.2011;101(5\:822-30.
  118. 111. Wallerstein NB, Duran B, Oetzel JG, Minkler M, editors. Community-basedparticipatoryresearchforhealth: advancingsocialandhealthequity.3rded. San Francisco: John Wiley&Sons;2017.
  119. 112. Wang H, Rosemberg N. Universalhealthcoverageinlow-incomecounbarrierstoequitablehealthserviceaccess.2018.
  120. 113. Wirtz VJ, Hogerzeil HV, Gray AL, Bigdeli M, de Joncheere CP, Ewen MA, etal. Essentialmedicinesforuniversalhealthcoverage. Lancet.2017;389(10067\:403-76.

Publication Information

Journal: International Journal of Multidisciplinary Research and Growth Evaluation (IJMRGE)

Publisher: Anfo Publication House

ISSN: 2582-7138 (Online)

Frequency: Bimonthly

Language: English

Open Access: Yes - This article is distributed under the terms of the Creative Commons Attribution 4.0 International License

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