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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     2026:7/3

International Journal of Multidisciplinary Research and Growth Evaluation

ISSN (Online): 2582-7138 | Open Access

Nutritional Status as a Predictive Indicator for Recovery Outcomes Among Hospitalized Patients Including Those With HIV

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Abstract

Nutritional status is a critical determinant of health outcomes in hospitalized patients, influencing recovery trajectories, length of stay, and overall survival. Malnutrition, whether due to inadequate intake, underlying illness, or increased metabolic demands, is associated with impaired immune function, delayed wound healing, and higher rates of infection. Among patients living with HIV, nutritional status assumes even greater significance, as the virus itself accelerates nutrient depletion, increases energy requirements, and contributes to chronic inflammation and weight loss. This dual burden of infection and malnutrition compounds vulnerability, often resulting in poorer recovery outcomes and higher healthcare utilization. Emerging evidence demonstrates that baseline nutritional indicators—such as body mass index (BMI), mid-upper arm circumference, serum albumin, and micronutrient profiles—can serve as predictive markers for patient outcomes. Malnourished patients are consistently shown to have longer hospital stays, higher complication rates, and increased mortality compared to well-nourished counterparts. In HIV-positive individuals, poor nutritional status not only predicts delayed recovery but also worsens adherence to antiretroviral therapy (ART), amplifying disease progression and undermining long-term prognosis. Conversely, timely nutritional interventions, including therapeutic feeding, micronutrient supplementation, and targeted dietetic support, have been associated with improved functional recovery, reduced hospital costs, and enhanced quality of life. Given the strong predictive value of nutritional status, systematic nutritional assessment should be integrated into hospital admission protocols. Incorporating routine screening tools such as the Subjective Global Assessment (SGA) or the Malnutrition Universal Screening Tool (MUST) can provide clinicians with actionable insights to guide individualized care. Particularly in resource-limited settings with high HIV prevalence, linking nutrition to recovery outcomes offers a cost-effective strategy to optimize healthcare delivery. Recognizing nutrition as both a clinical and prognostic factor underscores its role not only in-patient management but also in advancing broader public health goals related to survival, resilience, and equity.

How to Cite This Article

Chiamaka Grace Ohanebo (2022). Nutritional Status as a Predictive Indicator for Recovery Outcomes Among Hospitalized Patients Including Those With HIV . International Journal of Multidisciplinary Research and Growth Evaluation (IJMRGE), 3(6), 965-977. DOI: https://doi.org/10.54660/IJMRGE.2022.3.6.965-977

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References

  1. 1. Adeshina YT. Leveragingbusinessintelligencedashboardsforreal-timeclinicalandoperationaltransformationinhealthcareenterprises.[publication
  2. 2. Aduwo MO, Nwachukwu PS. Dynamiccapitalstructureoptimizationinvolatilemarkets: asimulation-basedapproachtobalancingdebtandequityunderuncertainty. IREJournals.2019;3(2\:783-792.
  3. 3. Aduwo MO, Akonobi AB, Okpokwu CO. Apredictive HRanalyticsmodelintegratingcomputinganddatasciencetooptimizeworkforceproductivityglobally. IREJournals.2019;3(2\:798-807.
  4. 4. Aduwo MO, Akonobi AB, Okpokwu CO. Strategichumanresourceleadershipmodelfordrivinggrowth, transformation, andinnovationinemergingmarketeconomies. IREJournals.2019;2(10\:476-485.
  5. 5. Aduwo MO, Akonobi AB, Okpokwu CO. Employeeengagementandretentionconceptualframeworkformultinationalcorporationsoperatingacrossdiverseculturalcontexts. IREJournals.2020;3(11\:461-470.
  6. 6. Aduwo MO, Akonobi AB, Okpokwu CO. Atechnology-drivenemployeeengagementmodelusing HRplatformstoimproveorganizationalcultureandstaffretention. International Journalof Multidisciplinary Researchand Growth Evaluation.2021;2(5\:581-597. doi:10.54660/IJMRGE.2021.2.5.581-
  7. 5977. Aduwo MO, Akonobi AB, Okpokwu CO. Leadershipdevelopmentandsuccessionplanningframeworkformulticulturalorganizations: ensuringsustainablecorporateleadershippipelines. International Journalof Multidisciplinary Researchand Growth Evaluation.2021;2(4\:1017-1034. doi:10.54660/IJMRGE.2021.2.4.1017-
  8. 10348. Afrihyia E, Umana AU, Appoh M, Frempong D, Akinboboye O, Okoli I, etal. Enhancingsoftwarereliabilitythroughautomatedtestingstrategiesandframeworksincross-platformdigitalapplicationenvironments. Journalof Frontiersin Multidisciplinary Research.2022;3(2\:517-531.
  9. 9. Ajayi SAO, Akanji OO. Impactof BMIandmenstrualcyclephasesonsalivaryamylase: aphysiologicalandbiochemicalperspective.2021.
  10. 10. Ajayi SAO, Akanji OO. Airqualitymonitoringinreducingpublichealthrisks.2022.
  11. 11. Ajayi SAO, Akanji OO. Efficacyofmobilehealthappsinbloodpressurecontrolin USA.2022.
  12. 12. Akinboboye I, Okoli I, Frempong D, Afrihyia E, Omolayo O, Appoh M, etal. Applyingpredictiveanalyticsinprojectplanningtoimprovetaskestimation, resourceallocation, anddeliveryaccuracy.[journal
  13. 13. Akinboboye O, Afrihyia E, Frempong D, Appoh M, Omolayo O, Umar MO, etal. Ariskmanagementframeworkforearlydefectdetectionandresolutionintechnologydevelopmentprojects. International Journalof Multidisciplinary Researchand Growth Evaluation.2021;2(4\:958-974.
  14. 14. Akinrinoye OV, Kufile OT, Otokiti BO, Ejike OG, Umezurike SA, Onifade AY. Customersegmentationstrategiesinemergingmarkets: areviewoftools, models, andapplications. International Journalof Scientific Researchin Computer Science, Engineeringand Information Technology.2020;6(1\:194-217.
  15. 15. Akinrinoye OV, Otokiti BO, Onifade AY, Umezurike SA, Kufile OT, Ejike OG. Targeteddemandgenerationformulti-digitalproductlandscape. International Journalof Scientific Researchin Computer Science, Engineeringand Information Technology.2021;7(5\:179-205.
  16. 16. Anyebe BNV, Dimkpa C, Aboki D, Egbule D, Useni S, Eneogu R. Impactofactivecasefindingoftuberculosisamongprisonersusingthe WOWtruckin Northcentral Nigeria. Theinternational Union Against Tuberculosisand Lung Disease.2018;11:22.
  17. 17. Awe ET. Hybridizationofsnoutmouthdeformedandnormalmouth Africancatfish Clariasgariepinus. Animal Research International.2017;14(3\:2804-2808.
  18. 18. Balogun O, Abass OS, Didi PU. Abehavioralconversionmodelfordrivingtobaccoharmreductionthroughconsumerswitchingcampaigns. IREJournals.2020;4(2\:348-355.
  19. 19. Chima OK, Ikponmwoba SO, Ezeilo OJ, Ojonugwa BM, Adesuyi MO. Aconceptualframeworkforfinancialsystemsintegrationusing SAP-FI/COincomplexenergy
  20. 20. Chima OK, Ojonugwa BM, Ezeilo OJ. Integratingethical AIintosmartretailecosystemsforpredictivepersonalization. International Journalof Scientific Researchin Engineeringand Technology.2022;9(9\:68-85.
  21. 21. Eneogu RA, Mitchell EM, Ogbudebe C, Aboki D, Anyebe V, Dimkpa CB, etal. Operationalizingmobilecomputer-assisted TBscreeninganddiagnosiswith Wellnesson Wheels(Wo W\in Nigeria: balancingfeasibilityanditerativeefficiency.2020.
  22. 22. Evans-Uzosike IO, Okatta CG, Otokiti BO, Ejike OG, Kufile OT. Evaluatingtheimpactofgenerativeadversarialnetworks(GANs\onreal-timepersonalizationinprogrammaticadvertisingecosystems. International Journalof Multidisciplinary Researchand Growth Evaluation.2021;2(3\:659-665. doi:10.54660/IJMRGE.2021.2.3.659-
  23. 66523. Ezeilo OJ, Ikponmwoba SO, Chima OK, Ojonugwa BM, Adesuyi MO. Hybridmachinelearningmodelsforretailsalesforecastingacrossomnichannelplatforms. Shodhshauryam, International Scientific Refereed Research Journal.2022;5(2\:175-190.
  24. 24. Frempong D, Akinboboye O, Okoli I, Afrihyia E, Umar MO, Umana AU, etal. Real-timeanalyticsdashboardsfordecision-makingusing Tableauinpublicsectorandbusinessintelligenceapplications. Journalof Frontiersin Multidisciplinary Research.2022;3(2\:65-80.
  25. 25. Halliday NN. Assessmentofmajorairpollutants, impactonairqualityandhealthimpactsonresidents: casestudyofcardiovasculardiseases[master'st Universityof Cincinnati;2021.
  26. 26. Ikponmwoba ASSO, Chima OK, Ezeilo OJ, Ojonugwa BM, Adesuyi MO. Aconceptualframeworkforfinancialriskpredictionandinternalcontrolsinpost-merger
  27. 27. Ikponmwoba SO, Chima OK, Ezeilo OJ, Ojonugwa BM, Ochefu A, Adesuyi MO. Acompliance-drivenmodelforenhancingfinancialtransparencyinlocalgovernmentaccountingsystems. International Journalof Multidisciplinary Researchand Growth Evaluation.2020;1(2\:99-
  28. 108. International Journalof Multidisciplinary Researchand Growth Evaluationwww. allmultidisciplinaryjournal. com976|Page
  29. 28. Isa AK. Managementofbipolardisorder. Maitama District Hospital, Abuja, Nigeria.2022.
  30. 29. Isa AK. Occupationalhazardsinthehealthcaresystem. Gwarinpa General Hospital, Abuja, Nigeria.2022.
  31. 30. Isa AK, Johnbull OA, Ovenseri AC. Evaluationof Citrussinensis(orange\peelpectinasabindingagentinerythromycintabletformulation. World Journalof Pharmacyand Pharmaceutical Sciences.2021;10(10\:188-202.
  32. 31. Kingsley O, Akomolafe OO, Akintimehin OO. Acommunity-basedhealthandnutritioninterventionframeworkforcrisis-affectedregions. Iconic Researchand Engineering Journals.2020;3(8\:311-333.
  33. 32. Komi LS, Chianumba EC, Forkuo AY, Osamika D, Mustapha AY. Aconceptualframeworkfortrainingcommunityhealthworkersthroughvirtualpublichealtheducationmodules. ICONICResearchand Engineering Journals.2022;5(11\:332-334. doi:10.17148/IJEIR.2022.
  34. 5118133. Komi LS, Chianumba EC, Forkuo AY, Osamika D, Mustapha AY. Aconceptualmodelfordeliveringtelemedicinetointernallydisplacedpopulationsinresource-limitedregions. International Journalof Multidisciplinary Researchand Growth Evaluation.2022;3(1\:1008-1019. doi:10.54660/IJMRGE.2022.3.1.1008-
  35. 101934. Kufile OT, Otokiti BO, Onifade AY, Ogunwale B, Harriet C. Buildingcampaigneffectivenessdashboardsusing Tableaufor CMO-leveldecisionmaking. Journalof Frontiersin Multidisciplinary Research.2022;3(1\:414-424.
  36. 35. Kufile OT, Otokiti BO, Onifade AY, Ogunwale B, Harriet C. Aframeworkforintegratingsociallisteningdataintobrandsentimentanalytics. Journalof Frontiersin Multidisciplinary Research.2022;3(1\:393-402.
  37. 36. Kufile OT, Otokiti BO, Onifade AY, Ogunwale B, Harriet C. Developingclientportfoliomanagementframeworksformediaperformanceforecasting. International Journalof Multidisciplinary Researchand Growth Evaluation.2022;3(2\:778-788.
  38. 37. Menson WNA, Olawepo JO, Bruno T, Gbadamosi SO, Nalda NF, Anyebe V, etal. Reliabilityofself-reportedmobilephoneownershipinruralnorth-Central Nigeria: cross-sectionalstudy. JMIRm Healthandu Health.2018;6(3\: e8760.
  39. 38. Merotiwon DO, Akintimehin OO, Akomolafe OO. Modelingtheroleofhealthinformationmanagersinregulatorycomplianceforpatientdatagovernance.2022.
  40. 39. Mitchell E, Abdur-Razzaq H, Anyebe V, Lawanson A, Onyemaechi S, Chukwueme N, etal. Wellnesson Wheels(Wo W\: iterativeevaluationandrefinementofmobilecomputer-assistedchestx-rayscreeningfor TBimprovesefficiency, yield, andoutcomesin Nigeria.2022.
  41. 40. Ojonugwa BM, Abiola-Adams O, Otokiti BO, Ifeanyichukwu F. Developingariskassessmentmodelingframeworkforsmallbusinessoperationsin
  42. 41. Ojonugwa BM, Ogunwale B, Adanigbo OS. Innovativecontentstrategiesforfintechbrandgrowth: amediarationandbrandloyalty.2022.
  43. 42. Ojonugwa BM, Ogunwale B, Adanigbo OS. Innovativecontentstrategiesforfintechbrandgrowth: amedia
  44. 43. Ojonugwa BM, Ogunwale B, Adanigbo OS, Ochefu A. Mediaproductioninfintech: leveragingvisualstorytellingtoenhanceconsumertrustandengagement.2022.
  45. 44. Ojonugwa BM, Otokiti BO, Abiola-Adams O, Ifeanyichukwu F. Constructingdata-drivenbusinessprocessoptimizationmodelsusing KPI-linkeddashboardsandreportingtools.[journalnamenot
  46. 45. Okenwa OK, Uzozie OT, Onaghinor O. Supplychainriskmanagementstrategiesformitigatinggeopoliticalandeconomicrisks. IREJournals.2019;2(9\:242-249.
  47. 46. Okoli I, Akinboboye O, Frempong D, Omolayo O. Optimizingacademicoperationswithspreadsheet-basedforecastingtoolsandautomatedcourseplanningsystems. International Journalof Multidisciplinary Researchand Growth Evaluation.2022;3(4\:658-674.
  48. 47. Olajide JO, Otokiti BO, Nwani S, Ogunmokun AS, Adekunle BI, Efekpogua J. Aframeworkforgrossmarginexpansionthroughfactory-specificfinancialhealthchecks. IREJournals.2021;5(5\:487-489.
  49. 48. Olajide JO, Otokiti BO, Nwani SHARON, Ogunmokun AS, Adekunle BI, Fiemotongha JE. Modelingfinancialimpactofplant-levelwastereductioninmulti-factorymanufacturingenvironments. IREJournals.2021;4(8\:222-224.
  50. 49. Oloruntoba O, Omolayo O. Navigatingtheenterprisefrontier: acomprehensiveguidetocost-effectiveopen-sourcemigrationfrom Oracleto Postgre SQL.[technical
  51. 50. Oluoha OM, Odeshina A, Reis O, Okpeke F, Attipoe V, Orieno OH. Astrategicfraudriskmitigationframeworkforcorporatefinancecostoptimizationandlossprevention. IREJournals.2022;5(10\:354-355.
  52. 51. Oluoha OM, Odeshina A, Reis O, Okpeke F, Attipoe V, Orieno OH. Artificialintelligenceintegrationinregulatorycompliance: astrategicmodelforcybersecurityenhancement. Journalof Frontiersin Multidisciplinary Research.2022;3(1\:35-46. doi:10.54660/IJFMR.2022.3.1.35-
  53. 4652. Oluoha OM, Odeshina A, Reis O, Okpeke F, Attipoe V, Orieno OH. Aunifiedframeworkforrisk-basedaccesscontrolandidentitymanagementincompliance-criticalenvironments. Journalof Frontiersin Multidisciplinary Research.2022;3(1\:23-34. doi:10.54660/IJFMR.2022.3.1.23-
  54. 3453. Oluoha OM, Odeshina A, Reis O, Okpeke F, Attipoe V, Orieno OH. Projectmanagementinnovationsforstrengtheningcybersecuritycomplianceacrosscomplexenterprises. International Journalof Multidisciplinary Researchand Growth Evaluation.2021;2(1\:871-881. doi:10.54660/IJMRGE.2021.2.1.871-
  55. 88154. Oluyemi MD, Akintimehin OO, Akomolafe OO. Designingacross-functionalframeworkforcompliancewithhealthdataprotectionlawsinmultijurisdictionalhealthcaresettings. Iconic Researchand Engineering Journals.2020;4(4\:279-296.
  56. 55. Oluyemi MD, Akintimehin OO, Akomolafe OO. Developingaframeworkfordataqualityassuranceinelectronichealthrecord(EHR\systemsinhealthcareinstitutions. Iconic Researchand Engineering Journals.2020;3(12\:335-
  57. 349. International Journalof Multidisciplinary Researchand Growth Evaluationwww. allmultidisciplinaryjournal. com977|Page
  58. 56. Oluyemi MD, Akintimehin OO, Akomolafe OO. Frameworkforleveraginghealthinformationsystemsinaddressingsubstanceabuseamongunderservedpopulations. Iconic Researchand Engineering Journals.2020;4(2\:212-226.
  59. 57. Oluyemi MD, Akintimehin OO, Akomolafe OO. Developingarisk-basedsurveillancemodelforensuringpatientrecordaccuracyinhigh-volumehospitals. Journalof Frontiersin Multidisciplinary Research.2021;2(1\:196-204.
  60. 58. Oluyemi MD, Akintimehin OO, Akomolafe OO. Modelingtheroleofhealthinformationmanagersinregulatorycomplianceforpatientdatagovernance. Shodhshauryam, International Scientific Refereed Research Journal.2022;5(4\:169-188.
  61. 59. Omolayo O, Aduloju TD, Okare BP, Taiwo AE. Digitaltwinframeworksforsimulatingmultiscalepatientphysiologyinprecisiononcology: areviewofreal-timedataassimilation, predictivetumormodeling, andclinicaldecisioninterfaces.2022.
  62. 60. Osabuohien FO. Reviewoftheenvironmentalimpactofpolymerdegradation. Communicationin Physical Sciences.2017;2(1\.
  63. 61. Osabuohien FO. Sustainablemanagementofpost-consumerpharmaceuticalwaste: assessinginternationaltake-backprogramsandadvanceddisposaltechnologiesforenvironmentalprotection.2022.
  64. 62. Osabuohien FO, Omotara BS, Watti OI. Mitigatingantimicrobialresistancethroughpharmaceuticaleffluentcontrol: adoptedchemicalandbiologicalmethodsandtheirglobalenvironmentalchemistryimplications. Environmental Chemistryand Health.2021;43(5\:1654-1672.
  65. 63. Oyeyemi BB. Fromwarehousetowheels: rethinkinglast-miledeliverystrategiesintheageofe-commerce.2022.
  66. 64. Ozobu CO, Adikwu FE, Odujobi O, Onyekwe FO, Nwulu EO. Aconceptualmodelforreducingoccupationalexposurerisksinhigh-riskmanufacturingandpetrochemicalindustriesthroughindustrialhygienepractices. International Journalof Social Science Exceptional Research.2022;1(1\:26-37. doi:10.54660/IJSSER.2022.1.1.26-
  67. 3765. Scholten J, Eneogu R, Ogbudebe C, Nsa B, Anozie I, Anyebe V, etal. Endingthe TBepidemic: roleofactive TBcasefindingusingmobileunitsforearlydiagnosisoftuberculosisin Nigeria. Theinternational Union Against Tuberculosisand Lung Disease.2018;11:22.
  68. 66. Sobowale A, Ikponmwoba SO, Chima OK, Ezeilo OJ, Ojonugwa BM, Adesuyi MO. Aconceptualframeworkforintegrating SOX-compliantfinancialsystemsinmultinationalcorporategovernance.[publicationdetails
  69. 67. Taiwo AE, Omolayo O, Aduloju TD, Okare BP, Oyasiji O, Okesiji A. Human-centeredprivacyprotectionframeworksforcybergovernanceinfinancialandhealthanalyticsplatforms. International Journalof Multidisciplinary Researchand Growth Evaluation.2021;2(3\:659-668.
  70. 68. Uddoh J, Ajiga D, Okare BP, Aduloju TD. Cross-borderdatacomplianceandsovereignty: areviewofpolicyandtechnicalframeworks. Journalof Frontiersin Multidisciplinary Research.2021;2(2\:68-74. doi:10.54660/IJFMR.2021.2.2.68-
  71. 7469. Umana AU, Afrihyia E, Appoh M, Frempong D, Akinboboye O, Okoli I, etal. Data-drivenprojectmonitoring: leveragingdashboardsand KPIstotrackperformanceintechnologyimplementationprojects. Journalof Frontiersin Multidisciplinary Research.70.2022;3(2\:35-48.
  72. 71. Umekwe E, Oyedele M. Integratingcontemporary Francophoneliteraturein Frenchlanguageinstruction: bridginglanguageandculture. International Journalof Multidisciplinary Researchand Growth Evaluation.2021;2(4\:975-984. doi:10.54660/IJMRGE.2021.2.4.975-984

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