Adjunct Professor
Department of Biostatistics
School of Public Health, The University of Alabama
USA
Education
1985 | Ph.D. | Applied Statistics |
The University of Alabama, Tuscaloosa, Alabama |
2001 | M.Div. | Divinity/Theological Studies |
New Orleans Baptist Theological Seminary New Orleans, Louisiana |
1984 | MA | Mathematics | The University of Alabama College of Arts and Sciences Tuscaloosa, Alabama |
1981 | MS | Research Design and Statistics | Florida State University College of Education Tallahassee, Florida |
1978 | BA | Magnacumlaude—Mathematics |
University of West Florida Pensacola, Florida |
1978 | BA | Magnacumlaude—Philosophy |
University of West Florida Pensacola, Florida |
Biography
Dr. J. Michael Hardin is the Provost and Vice President for Academic Affairs at Samford University. He and his wife, Anna Kathryn, live in Hoover and have two married children, David and Elizabeth. Dr. Hardin has a B.A. in Math and Philosophy from the University of West Florida, an M.S. in Research Design and Statistics from Florida State University, and an M.A. in Mathematics from the University of Alabama. He earned a Master of Divinity from New Orleans Baptist Theological Seminary and his Ph.D. in Applied Statistics from the University of Alabama. His areas of specialty include data mining and knowledge discovery, data visualization, data warehousing, machine learning, statistical classification models, data management and collection methodologies, research design, informatics, the applications of statistical methodologies in biostatistics.
Research Interest
His areas of specialty include data mining and knowledge discovery, data visualization, data warehousing, machine learning, statistical classification models, data management and collection methodologies, research design, informatics, the applications of statistical methodologies in biostatistics.
Professional Activities:
7/2015 – Present | Provost and Vice President for Academic Affairs | The University of Alabama, Tuscaloosa, Alabama. |
8/2011 –6/2015 | Dean, Culverhouse College of Commerce and Business Administration | The University of Alabama, Tuscaloosa, Alabama. |
5/2008–8/2011 | Senior Associate Dean | The University of Alabama |
1/2007–8/2011 | Associate Dean for Research | The University of Alabama, Tuscaloosa, Alabama. |
Administrative and Other Positions (The University of Alabama)
2008 - Present | Director, | NIH Alabama EPCOR Agency, The University of Alabama, Tuscaloosa, Alabama |
2006 - 2012 | Associate Director | UA Campus, University Transportation Center for Alabama, The University of Alabama |
2004– 2009 |
Director |
Data Analysis and Data Management Core, Center for Mental Health and Aging, The University of Alabama |
2003– 2011 | Director, |
Institute of Business Intelligence, Culver house College of Commerce and Business Administration, The University of Alabama |
Current Faculty Appointments (The University of Alabama)
- 2013 - Present, Russell Professor of Business, Culverhouse College of Commerce, The University of Alabama, and Tuscaloosa, Alabama.
- 2001 - Present, Professor of Statistics, Department of Information Systems, Statistics, and Management Science, Culverhouse College of Commerce and Business Administration, The University of Alabama, Tuscaloosa, Alabama.
Other Current Faculty Appointments
- 2010–Present Adjunct Professor of Biostatistics, Department of Biostatistics, School of Public Health, The University of Alabamaat Birmingham, Birmingham, Alabama.
- 2002–2012 Adjunct Professor of Health Informatics, Department of Health Services Administration, School of Health Related Professions, The University of Alabamaat Birmingham, Birmingham, Alabama.
Former Primary Faculty Appointments (The University of Alabamaat Birmingham)
2002 - 2006 | Adjunct Professor of Biostatistics, Department of Biostatistics | School of Public Health, The University of Alabamaat Birmingham, Birmingham, Alabama. |
2002 - 2006 | Adjunct Professor of Computer Science, Department of Computer Science and Information Science | School of Natural Sciences and Mathematics, The University of Alabama at Birmingham, Birmingham, Alabama. |
1996 - 2001 | Professor of Health Informatics, Department of Health Services Administration | School of Health Related Professions, The University of Alabamaat Birmingham, Birmingham, Alabama. |
1996 | Professor of Biostatistics and Biomathematics, Department of Biostatistics and Biomathematics | School of Public Health, The University of Alabama at Birmingham, Birmingham, Alabama. |
1991 - 1996 | Associate Professor of Biostatistics and Biomathematics, Department of Biostatistics and Biomathematics | School of Public Health, The University of Alabama at Birmingham, Birmingham, Alabama. |
1988 - 1991 | Assistant Professor of Biostatistics and Biomathematics, Department of Biostatistics and Biomathematics | School of Medicine, The University of Alabamaat Birmingham, Birmingham, Alabama. |
Former Secondary Faculty Appointments (The University of Alabamaat Birmingham)
2000– 2003 | Research Professor of Family and Community Medicine | Department of Family and Community Medicine, School of Medicine, The University of Alabamaat Birmingham, Birmingham, Alabama (Secondary). |
1998– 2003 | Professor of Computer Science, | Department of Computer Science and Information Science, School of Natural Sciences and Mathematics, The University of Alabamaat Birmingham, Birmingham, Alabama (Secondary). |
1997– 2001 | Professor of Biostatistics and Biomathematics | Department of Biostatistics and Biomathematics, School of Public Health, The University of Alabamaat Birmingham, and Birmingham, Alabama. |
1996– 2001 | Professor of Medical Informatics, | Division of Medical Informatics, Department of General and Internal Medicine, School of Medicine, The University of Alabamaat Birmingham, Birmingham, Alabama (Secondary). |
1994– 2001 | Associate Professor of Gerontology and Geriatric Medicine, | Division of Gerontology and Geriatric Medicine, School of Medicine, The University of Alabamaat Birmingham, Birmingham, Alabama (Secondary). |
1993– 2001 | Associate Professor, Department of Counseling, Human Services, Education and Foundations, | The University of Alabamaat Birmingham, Birmingham, Alabama (Secondary). |
1993– 1996 | Associated Faculty of Developmental Psychology, Department of Psychology | The University of Alabamaat Birmingham, Birmingham, Alabama. |
1993– 2001 | Associate Professor of Preventive Medicine, Division of Preventive Medicine, School of Medicine, | The University of Alabama at Birmingham, Birmingham, Alabama (Secondary). |
1993– 2001 | Associate Professor of Nutrition Sciences, Department of Nutrition Sciences, School of Health Related Professions, | The University of Alabama at Birmingham, Birmingham, Alabama (Secondary). |
1993– 1996 | Associate Professor of Health Informatics, Department of Health Services Administration, Division of Health Informatics, | School of Health Related Professions, The University of Alabamaat Birmingham, Birmingham, Alabama (Secondary). |
Former Positions:
1986– 1988 | Assistant Professor of Statistics | Department of Mathematics and Statistics, Mississippi State University, Starkville, Mississippi. |
1985– 1986 | Adjunct Assistant Professor | Department of Mathematics and Statistics, University of West Florida, Pensacola, Florida. |
1984– 1986 | Mathematical Statistician GS12 | Freeman Mathematical Laboratory, Eglin Air Force Base, Florida. |
1981– 1984 | Graduate Research and Teaching Assistant | Department of Management Science and Statistics, The University of Alabama, Tuscaloosa, Alabama. |
1979– 1981 | Mathematical Statistician | Freeman Mathematical Laboratory, Eglin Air Force Base, Florida |
1978– 1979 | Graduate Teaching Assistant | Department of Educational Research and Department of Mathematics, Florida State University, Tallahassee, Florida |
Publications
Manuscripts– Published (Refereed Journals)
- Anderson, B., Hardin, J.M., Herbert, D., Olinsky, A.,“Time Series Data Mining: A Retail Application.” International Journal of Business Analytics, 1: 4, 52-70, 2014
- Anderson, B., Hardin, J.M., “Modified Logistic Regression using the EM Algorithm for Reject Inference.” International Journal of Data Analysis Techniques and Strategies, 5: 4, 359-373, 2013.
- Windsor, R., Woodby, L., Miller, T., and Hardin, J.M., “Effectiveness of Smoking Cessation and Reduction in Pregnancy Treatment (SCRIPT) Methods in Medicaid-Supported Prenatal Care: Trial III,” Health Education & Behavior, 38: 4, 412-422, August 2011.
- Zheng, S., Hardin, J.M., andGupta, A.K., “Theinverseproblemofmultivariateandmatrix-variateskew normal distributions’,”Statistics: A Journal of Theoretical and Applied Statistics, 46: 3, 361-371, June 2012.
- Watters, A.J., Hanninen, P.V., andHardin, J.M., “DevelopingaCommunity-BasedResearchNetworkfor InterdisciplinaryScience: TheAlabamaEntrepreneurialResearchNetwork,”JournalofCommunity EngagementandScholarship, 14: 2, June 2012.
- Raja,U.,McManus,D.,andHardin,J.M.,“RuralHealthcareInformationSystems:ACollaborativeModel,” InternationalJournalofEmergingTechnologies,February, 2011.
- Miller,T.,Windsor,R.A.,Woodby,L.,andHardin,J.M.,“EffectivenessofSmokingCessationand RedirectioninPregnancyTreatment(SCRIPT)MethodsinMedicaidSupportedPrenatalCare:SCRIPTTrial III,”HealthEducation&Behavior,1-11,Spring,2011.
- Olson, E.D., Anderson, B., Hardin, J.M., “Theanalysisofhealthcarecoveragethroughtransitionmatrices usingaonefactormodel,”JournalofDataScience, 8: 4, 619-630, October2010.
- Norton,M.J.,Allen,R.S.,Snow,A.L.,Hardin,J.M.,andBurgio,L.D.,“PredictorsofNeed-drivenBehaviors inNursingHomeResidentswithDementiaandAssociatedCertifiedNursingAssistantBurden,”Aging& MentalHealth,14:3, 303-309,April2010.
- Anderson,B.,Hardin,J.M.,Alexander,D.,Meleth,S.,Grizzle,W.E.,andManne,U.,“Comparisonofthe PredictiveQualitiesofThreePrognosticModelsBuiltonaMolecularBiomarkerDatasetofColorectalCancer,” FrontiersinBioscience,(E2),665-672,January2010.
- Ford,B.K.,Shino,K.J.,Sander,E.,andHardin,J.M.,SBIR(SmallBusinessInnovationResearch)andSTTR SmallBusinessTechnologyTransfer)Programs:ThePrivateSector,PublicSectorandUniversityTrifecta, JournalofResearchAdministration,(39),58-77,2008.
- Raja,U.,Mitchell,T.,Day,T.,andHardin,J.M.,“TextMininginHealthcare:ApplicationandOpportunities,” JournalofHealthInformationSystems,(22),52-56,2008.
- Meleth,S.,Chatla,C.,Katkoori,V.R.,Anderson,B.S.,Hardin,J.M.,Jhala,N.C.,Bartolucci,A.,Grizzle,W.E., andManne,U.,“ComparisonofPredictedProbabilitiesofProportionalHazardsRegressionandLinear DiscriminantAnalysisMethodsUsingaColorectalCancerMolecularBiomarkerDatabase,”Cancer Informatics,(2),125-132,2007.
- Burgio,L.D.,Park,N.S.,Hardin,J.M.,andSun,F.,“ALongitudinalExaminationofAgitationandResident CharacteristicsintheNursingHome,”TheGerontologist,(47),642-649,2007.
- Hardin,J.M.,Anderson,B.S.,Woodby,L.L,Crawford,M.,andRussell,T.,"UsinganEmpiricalBinomial HierarchicalBayesianModelasanAlternativetoAnalyzingDatafromMulti-SiteStudies,”EvaluationReview (32),143-156,2008.
- Macchiarini,P.,Altmayer,M.,Go,T.,Walles,T.,Schulze,K.,Wildfang,I.,Haverich,A.,Hardin,J.M.,andthe HannoverInterdisciplinaryIntrathoracicTumorTaskForceGroup,“TechnicalInnovationsofCarinal ResectionforNonsmall-CellLungCancer,”AnnalsofThoracicSurgery,(82),1989-1997,2006.
- Wall,T.C.,Senicz,E.,Evans,H.H.,Woolley,A.,andHardin,J.M.,“HearingScreeningPracticesAmonga NationalSampleofPrimaryCarePediatricians,”ClinicalPediatrics,(45),559-566,2006.
- Fisher,S.E.,Burgio,L.D.,Thorn,B.E.,andHardin,J.M.,“ObtainingSelf-reportDatafromCognitively ImpairedElders:MethodologicalIssuesandClinicalImplicationsforNursingHomePainAssessment,”The Gerontologist(46),81-88,2006.
- Allen,R.S.,Burgio,L.D.,Hardin,J.M.,Fisher,S.,andShuster,J.,“BehavioralCharacteristicsofAgitated NursingHomeResidentswithDementiaattheEndofLife,”TheGerontologist,(45),661-666,2005.
- Halloran,D.R.,Wall,T.C.,Evans,H.H.,Hardin,J.M.,andWoolley,A.,“HearingScreeningatWell-Child Visits,”ArchivesofPediatricsandAdolescentMedicine,(159),949-955,2005.
- Hardin,J.M.,Woodby,L.L.,Crawford,M.A.,Windsor,R.A.,andMiller,T.M.,“DataCollectionand ManagementinaMulti-SiteEffectivenessProject:TheSCRIPTStudy,”PublicHealthNursing,22(4),347- 351,2005.
- Crawford,M.A.,Woodby,L.L.,Russell,T.V.,Turner,T.J.,Hardin,J.M.,andHarrington,T.M.,“TobaccoUseAssessmentandCounselingPracticesAmongAlabamaPrimaryCarePhysicians,”QualityinPrimaryCare, 13:163-70,2005.
- Roff,L.L.,Burgio,L.D.,Gitlin,L.,Nichols,L.,Champlin,W.,andHardin,J.M.,“PositiveAspectsofAlzheimer'sCaregiving:TheRoleofRace,"JournalofGerontology:PsychologicalSciences,59(4),185-190,2004.
- Burgio,L.D.,Fisher,S.E.,Fairchild,J.K.,Scilley,K.,andHardin,J.M.,“QualityofCareintheNursingHome:EffectsofStaffAssignmentandWorkShift,”TheGerontologist,44(3),368-377,2004.
- Wall,T.C.,Marsh-Tootle,W.,Evans,H.H.,Fargason,C.A.,Ashworth,C.S.,andHardin,J.M.,“CompliancwithVision-ScreeningGuidelinesAmongaNationalSampleofPediatricians,”AmbulatoryPediatrics,(2),449-455,2002.
- Berner,E.S.,McGowan,J.J.,Hardin,J.M.,Spooner,S.A.,Raszka,W.V.,andBerkow,R.L.,“AModelforAssessingInformationRetrievalandApplicationSkillsofMedicalStudents,”AcademicMedicine,77:547-551,2002.
- Hill,A.E.,Jones,W.T.,Hyatt,R.M.,andHardin,J.M.,“ParallelAutomatedKnowledgeAcquisitionofCase- BasedSemanticNetworksfromRelationalDatabases,”JournalofIntegratedDesignandProcessScience, (10),375-394,2001
- Burgio,L.D.,Scilley,K.,Hardin,J.M.,andHsu,C.,“TemporalPatternsofDisruptiveVocalizationinElderlyNursingHomeResidents,”InternationalJournalofGeriatricPsychiatry,16,1-9,2001.
- Burgio,L.D.,Butler,F.R.,Roth,D.L.,Hardin,J.M.,Hsu,C.,andUng,K.,“AgitationinNursingHomeResidents:TheRoleofGenderandSocialContext,”InternationalPsychogeriatrics,12,495-511,2001.
- Cheng,H.,Macaluso,M.,andHardin,J.M.,“ValidityandCoverageofEstimatesofRelativeAccuracy,”AnnalsofEpidemiology,10(4):251-260,2000.
- Windsor,R.A.,Woodby,L.L.,Miller,T.M.,Hardin,J.M.,Crawford,M.A.,andDiClemente,C.C., “EffectivenessofAHCPRGuidelinesandPatientEducationMethodsforPregnantSmokersinMedicaid MaternityCare,”AmericanJournalofObstetricsandGynecology,182(1):68-74,2000.
- Caufield,P.W.,Dasanayake,A.P.,Li,Y.,Pan,Y.,Hsu,C.,andHardin,J.M.,“NaturalHistoryofStreptococcus SanguinisintheOralCavityofInfants:EvidenceforaDiscreteWindowofInfectivity,”Infectionand Immunity,68(7):4018-4023,2000.
- Rogers,J.C.,Holm,M.B.,Burgio,L.D.,Grasnieri,E.,Hsu,C.,Hardin,J.M.,andMcDowell,B.J.,“Improving MorningCareRoutinesofNursingHomeResidentswithDementia,”JournaloftheAmericanGeriatrics Society,47(9),1049-1057,1999.
- Nick,T.G.andHardin,J.M.,“RegressionModelingStrategies:AnIllustrativeCaseStudyfromMedicalRehabilitationOutcomesResearch,”TheAmericanJournalofOccupationalTherapy,53(5),459-470,1999.
- Hardin,J.M.,Miller,P.,Whelton,A.,andBellile,S.,“ANewRoleforHIMintheKnowledgeEconomy,”JournalofAmericanHealthInformationManagementAssociation,70(7),56-59,1999.
- Hardin,J.M.,“ThePrincipleofIntentiontoTreatAnalysisinClinicalStudies:ItsUseandControversies,”JournalofPharmacyPractice,XI,3, 18,1998.
- Brossette,S.E.,Sprague,A.P.,Hardin,J.M.,Waites,K.B.,JonesW.T.,andMoser,S.A.,“AssociationRules andDataMininginHospitalInfectionControlandPublicHealthSurveillance,”JournaloftheAmerican MedicalInformaticsAssociation,5: 373-381,1998.
- Burgio,K.L.,Locher,J.L.,Goode,P.S.,Hardin,J.M.,McDowell,B.J.,Dombrowski,M.,andCandib,D., “BehavioralVersusDrugTreatmentforUrgeUrinaryIncontinenceinOlderWomen:ARandomized ControlledTrial,”JournalofAmericanMedicalAssociation,280(23):1995-2000,1998.
- Cotter,E.M.,Burgio,L.D.,Hsu,C.,andHardin,J.M.,“BehavioralMicroanalysisofHelpingInteractionsBetweenMothersandAdultChildrenwithMentalRetardation,”JournalofAdultDevelopment,5(4):231-238,1998.
- Sanderson,B.K.,Raczynski,J.M.,Cornell,C.,Hardin,J.M.,andTaylor,H.A.,Jr.,“EthnicDisparitiesinPatientRecallofPhysicianRecommendationsofDiagnosticandTreatmentProceduresforCoronaryDisease,”AmericanJournalofEpidemiology,148(8):741-9,1998.
- Morgan,S.L.,Vaughn,W.H.,Thompson,G.,Hsu,C.,andHardin,J.M.,“TheUseofanEnteralExpertSysteminthePrescriptionofEnteralFormulasinaUniversityHospital,”AppliedNutritionalInvestigation,13:196-201,1997.
- Osterkamp,L.,Mathews,R.M.,Burgio,L.D.,andHardin,J.M.,“SocialWorkersAcceptabilityRatingsof BehavioralTreatmentsandPharmacotherapyfortheManagementofGeriatricBehaviorProblems,” EducationalGerontology,23:425-435,1997.
- Ritchie,C.S.,Burgio,K.L.,Locher,J.L.,Cornwell,A.,Thomas,D.,Hardin,J.M.,andRedden,D.,“NutritionalStatusofUrban, HomeboundOlderAdults,”AmericanJournalofClinicalNutrition,66(4):815-8,1997.
- Williams,M.A.,LaMarche,J.A.,Smith,R.L.,Fielstein,E.M.,Hardin,J.M.,McGiffin,D.C.,Zorn,G.L., Kirklin,J.K.,andBoll,T.J.,“NeurocognitiveandEmotionalFunctioninginLungTransplantCandidates:A PreliminaryStudy,”JournalofClinicalPsychologyinMedicalSettings,4: 79-90,1997.
- Burgio,K.L.,Locher,J.L.,Ives,D.G.,Hardin,J.M.,Newman,A.B.,andKuller,L.H.,“NocturnalEnuresisinOlderAdults,”JournaloftheAmericanGeriatricsSociety,44:139-143,1996.
- Burgio,K.L.,Locher,J.L.,Zyczynski,H.,Hardin,J.M.,andSingh,K.,“UrinaryIncontinenceduring PregnancyinaRaciallyMixedSample:CharacteristicsandPredisposingFactors,”International UrogynecologyJournal&PelvicFloorDysfunction,7(2):69-73,1996.
- Markovitz,J.H.,Raczynski,J.M.,Lewis,J.F.,Chesney,M.,Chettur,V.,Hardin,J.M.,andJohnson,E.,“The RelationshipofLeftVentricularMassandCardiovascularReactivitytoPhysicalandPsychologicalStressinthe CARDIAStudy,”AmericanJournalofHypertension,9(9):915-923,1996.
- Burgio,L.D.,Scilley,K.,Hardin,J.M.,Hsu,C.,andYancey,J.,“EnvironmentalWhiteNoise:AnIntervention forVerballyAgitatedNursingHomeResidents,”JournalofGerontology:SeriesB,PsychologicalSciences&SocialSciences,51(6):P364-73,1996.
- Bild,D.,Burke,G.,Smith,D.,Lewis,B.,andHardin,J.M.,“CorrelatesandPredictorsofWeightLossinYoungAdults:TheCARDIAStudy,”InternationalJournalofObesityandRelatedMetabolicDisorders,20:47-55,1996.
- Hardin,J.M.,Willers,J.L.,andWagner,T.L.,“Non-ParametricMultipleComparisonsofSurvivorshipDistributions,”JournalofEconomicEntomology:Biostatistics,89(3):715-721,1996.
- Burgio,L.D.,Hardin,J.M.,Sinnott,J.,Janosky,J.,andHohman,M.J.,“NursesAcceptanceofBehavioralTreatmentsandPharmacotherapyforBehavioralDisturbancesinOlderAdults,”AppliedNursingResearch,8(4):174-181,1995.
- Waller,L.A.,Turnbull,B.W.,andHardin,J.M.,“OnObtainingDistributionFunctionsbyNumericalInversionofCharacteristicFunctionswithApplications,”TheAmericanStatistician,49(4):346-350,1995.
- Lamartiniere,C.A.,Moore,J.B.,Brown,N.M.,Thompson,R.,Hardin,J.M.,andBarnes,S.,“GenisteinSuppressesMammaryCancerinRats,”Carcogenesis,16:2833-2840,1995.
- Gammon,R.B.,Shin,M.S.,Grover,R.H.,Hardin,J.M.,Hsu,C.,andBuchalter,S.E.,“ClinicalRiskFactorsfor PulmonaryBarotrauma:AMultivariateAnalysis,”TheAmericanJournalofRespiratoryandCriticalCare Medicine,152:1235-1240,1995.
- Paczek,A.,Gardin,J.M.,Hardin,J.M.,Anton-Culver,H.,Kurosaki,T.,Hsu,C.,andBild,D.E.,“Comparison ofM-ModeandTwoDimensionalEchocardiographicAlgorithmsUsedtoEstimateLeftVentricularMass:TheCARDIAStudy,”JournaloftheAmericanSocietyofEchocardiography,8 (6):780-792,1995.
- Burgio,L.D.,Cotter,E.M.,Stevens,A.B.,Hardin,J.M.,Sinnott,J.,andHohman,M.J.,“EldersAcceptability RatingsofBehavioralTreatmentsandPharmacotherapyfortheManagementofGeriatricBehaviorBehavioral Disturbances,”Gerontologist,35(5):630-636,1995.
- Goran,M.I.,Carpenter,W.H.,McGloin,A.,Johnson,R.,Hardin,J.M.,andWeinsier,R.L.,“EnergyExpenditureinChildrenofLeanandObeseParents,”AmericanJournalofPhysiology,pp.E917-E924,1995.
- Burgio,L.D.,Hardin,J.M.,Sinnott,J.,Janosky,J.,andHohman,M.J.,“AcceptabilityofBehavioralTreatments andPharmacotherapyforBehaviorallyDisturbedOlderAdults:RatingsofCaregiversandRelatives,”Journal of ClinicalGeropsychology,19-32,1995.
- Blair,C.,Ramey,C.T.,andHardin,J.M.,“EarlyInterventionforLowBirthWeight,PrematureInfants: ParticipationandIntellectualDevelopment,”AmericanJournalonMentalRetardation,99(5):542-554,1995.
- Slattery,M.L.,Dyer,A.,Jacobs,D.R.,Hilner,J.E.,Caan,B.J.,Bild,D.E.,Liu,K.,McDonaldA.,VanHorn,L., andHardin,J.M.,“AComparisonofTwoMethodstoAscertainDietaryIntake:TheCARDIAStudy,” JournalofClinicalEpidemiology,47(7):701-11,1994.
- Raczynski,J.M.,Oberman,A.,Cutter,G.,Taylor,H.,Hardin,J.M.,andHsu,C.,“KnowledgeofHeartDisease Symptoms,PreventiveActions,andActionstobeTakenforAcuteEventsamongAfrican-AmericanandWhite CommunityRespondents:FindingsfromtheBirmingham-BHSProject,”AmericanJournalofPubliHealth,84(6):951-956,June1994.
- Heimburger,D.C.,Ullmann,D.O.,Ramsey,M.J.,Wooldridge,N.H.,Epps,L.A.,Hardin,J.M.,andHsu,C., “DietaryHabitsofFirst-YearMedicalStudentsAssessedDuringClinicalNutritionCourse,”Applied NutritionalInvestigation,10(3):214-220,1994.
- Owen,J.,Wenstrom,K.D.,Hardin,J.M.,Boots,L.R.,Hsu,Chuan-Chieh,Cosper,P.C.,andDuBard,M.B., “TheUtilityofFetalBiometryasanAdjuncttotheMultipleMarkerScreeningTestforDown’sSyndrome,” AmericanJournalofObstetricsandGynecology,171:1041-46,1994.
- Burgio,L.D.,Scilley,K.,Hardin,J.M.,Janosky,J.,Bonino,P.,Cadman,S.,andEngberg,R.,“Studying DisruptiveVocalizationandContextualFactorsintheNursingHomeUsingComputer-AssistedReal-Time Observation,”JournalofGerontology:PsychologicalSciences,49(5):230-239,1994.
- Raczynski,J.M.,Taylor,H.,Rappaport,N.,Cutter,G.,Hardin,J.M.,andOberman,A.,“Diagnoses,Acute SymptomsandAttributionsforSymptomsamongBlackandWhiteInpatientsAdmittedforCoronaryHeart Disease,FindingsoftheBirmingham-BHSProject,”AmericanJournalofPublicHealth,84(6):951-956,1994.
- Burgio,L.D.,Scilley,K.,Hardin,J.M.,JanoskyJ.,BoninoP.,SlaterS.C.,andEngberg,R.,“Studying DisruptiveVocalizationandContextualFactorsintheNursingHomeUsingReal-timeObservation,”Journal ofGerontology,49(5):230-9,1994.
- Raczynski,J.M.,Taylor,H.,Cutter,G.,Hardin,J.M.,Rappaport,N.,andOberman,A.,“RoseQuestionnaire ResponsesAmongBlackandWhiteInpatientsAdmittedforCoronaryHeartDisease,Findingsfromthe Birmingham-BHSProject,”EthnicityandDisease,3 (3):290-302,1993.
- Macchiarini,P.,Fontanini,G.,Hardin,J.M.,Hsu,C.,Bigini,D.,Vignati,S.,Pingitore,R.,andAngeletti,C.A., “BloodVesselInvasionbyTumorCellsPredictsCancerRecurrenceinCompletelyResectedT1N0M0Non- smallCellLungCancer,”JournalofThoracicandCardiovascularSurgery,106(1):80-89,1993.
- Kokoska,S.M.,Hardin,J.M.,Grubbs,C.J.,andHsu,C.,“TheStatisticalAnalysisofCancerInhibition/PromotionExperiments,”AnticancerResearch.13(5A):1357-1363,1993.
- Macchiarini,P.,Fontanini,G.,Hardin,J.M.,Squartini,F.,andAngeletti,C.A.,“RelationofNeovascularisation toMetastasisonNon-small-cellLungCancer,”TheLancet,340:145-146,1992.
- Barnes,D.B.,Hardin,J.M.,andPruett,S.B.,“AcuteInfectionofMicewithHighlyVirulentGroupB StreptococcalasaHostResistanceModelforImmunotoxicityAssessment,”ArchivesofToxicology,423-429, 1992.
- Fontanini,G.,Macchiarini,P.,Pepe,S.,Ruggero,A.,Hardin,J.M.,Bigini,D.,Vignati,D.,Pingitore,R.,andAngeletti,C.A.,“TheExpressionofProliferatingCellNuclearAntigeninParaffinSectionsofPeripheral, Node-negativeNon-smallCellLungCancer,”Cancer,17:1520-1527,1992.
- Macchiarini,P.,Fontanini,G.,Hardin,J.M.,Pingitore,R.,andAngeletti,C.A.,“MostPeripheral,Node- negativeNon-smallCellLungCancerHaveAbsenceofIntratumoralandPeritumoralBloodandVessel InvasionandLowProliferativeRates,WhichProvidesaRationaleforTreatmentwithWedgeResection Alone,”JournalofThoracicandCardiovascularSurgery,104:892-899,1992.
- Conerly,M.D.andHardin,J.M.,“ShrunkenEstimatorsviaaPitmanNearnessCriterion,”Communications inStatistics:SpecialIssueonPitmanNearness,20:3591-3604,1991.
- Macchiarini,P.,Buonaguidi,R.,Hardin,J.M.,Mussi,A.,andAngeletti,C.A.,“ResultsandPrognosticFactors of SurgeryintheManagementofNon-smallCellLungCancerwithSolitaryBrainMetastasis,”Cancer,68:300-304,1991.
- Macchiarini,P.,Hardin,J.M.,andAngeletti,C.A.,“Long-termEvaluationofIntraplevrolBCGWithor WithoutAdjuvantChemotherapyinCompletelyResectedStagesIIandIIINon-smallCellLungCancer,” AmericanJournalofClinicalOncology,14(4):291-297,1991.
- Macchiarini,P.,Hardin,J.M.,Basolo,F.,Bruno,J.,Chella,A.,andAngeletti,C.A.,“SurgeryPlusAdjuvant ChemotherapyforT1-3NOMOSmallCellLungCancer:RationaleforCurrentApproach,”AmericanJournal ofClinicalOncology,14(3):218-224,1991.
- Macchiarini,P.,Hardin,J.M.,Basolo,F.,BrunoJ.,andAngeletti,C.A.,“AdjuvantChemotherapyforT1, T2NOMOSmallCellLungCancer:SingleAgentorCombinationTherapy?”CancerInvestigation,9: 19-25,1991.
- Dolce,J.J.,Crisp,C.,Manzella,B.,Richards,J.M.,Hardin,J.M.,andBailey,W.C.,“MedicationAdherencePatternsAmongChronicObstructivePulmonaryDiseasePatients,”Chest,99(4):837-841,1991.
- Khazaeli,M.B.,Wheeler,R.,Rogers,K.,Teng,N.,Zieglers,E.,Haynes,A.,Saleh,M.N.,Hardin,J.M.,Bolmer, S.,Cornett,J.,Berger,H.,andLoBuglio,A.F.,“InitialEvaluationofaHumanIgMMonoclonalAntibody(HA-1A) inMan,”JournalofBiologicalResponseModifiers,9: 178-184,1990.
- Conerly,M.D.andHardin,J.M.,“AComparisonofBiasedRegressionEstimatorsUsingaPitmanNearnessCriterion,”JournalofStatisticalComputationandSimulation,34:75-95,1990.
- HineR.J.,EversonM.P.,Hardin,J.M.,Morgan,S.L.,Alacon,G.S.,Baggott,J.E.,Koopman,W.J.,and Krumkieck,C.L.,“EffectsofFolicAcidandThymidineonLectin-stimulatedProliferationofMononuclear CellsofMethotrexate-treatedRheumatoidArthritisPatients,”RheumatologyInternational,10:165-169,1990.
- Grubbs,C.J.,Eto,I.,Juliana,M.M.,Hardin,J.M.,andWhitaker,L.M.,“EffectofRetinylAcetateand4- HydroxphenylretinamideonInitiationofChemically-inducedMammaryTumors,”AnticancerResearch,10:661-666,1990.
- Hardin,J.M.,Khazael,M.B.,Allen,I.E.,Dating,C.,andLoBuglio,A.F.,“LimitedSamplingModelsforHA1AIgMMonoclonalAntibody,”JournalofHumanAntibodiesandHybridomas,2: 115-119,1990.
- Baggott,J.E.,Ha,T.,Vaughn,W.H.,Hardin,J.M.,andGrubbs,C.J.,“TheEffectofMiso(JapaneseSoybeanPaste) andNaClonDMBA-inducedRateMammaryTumors,”NutritioninCancer,14:103-109,1990.
- Nath,H.,Sanders,C.,Frank,M.,Stanley,R.J.,andHardin,J.M.,“PerformanceandConsultationPatternsinPulmonaryRadiology,”InvestigativeRadiology,25(11):1251-1254,1990.
- Freund,J.D.,MacMillan,J.R.,andHardin,J.M.,“EvaluationofAntibodicEfficacyUsingSurvivalTimeAnalysis,”JournalofAquaticAnimalHealth,2: 38-42,1990.
- Macchiarini,P.,Danesi,R.,Hardin,J.M.,DelTacca,M.,andAngeletti,C.A.,“LowToxicityCombinationChemotherapyforLimitedSmallCellLungCancer,”CurrentTherapeuticResearch,46:1203-1212,1989.
- Branton,S.L.,Simmons,J.D.,andHardin,J.M.,“TheEffectofBiologicalIsolationandaMoltInducing RegimenontheRecoveryofF StrainMycoplasmGallisepticumfromCommercialLeghornHens,”Avian Diseases,”33:574-577,1989.
- Branton,S.L.,Deaton,J.W.,Hagler,W.M.,Maslin,W.R.,andHardin,J.M.,“DecreasedEggProductionin CommercialLayingHensFedZearalenone-andDeoxynivalenol-contaminatedGrainSorghum,”Avian Diseases,33:804-808,1989.
- Hardin, J.M.andKurjian, B.M., “TheCalculusforFactorialArrangements: AReviewandBibliography,”CommunicationsinStatistics, 18:1251-1277, 1989.
- Branton,S.L.,Lott,B.D.,Deaton,J.W.,Hardin,J.M.,andMaslin,W.R.,“FStrainMycoplasmGallisepticum VaccinationofPost-productionCommercialLeghornsandItsEffectonEggandEggshellQuality,”Avian Diseases,32:304-307,1988.
Book Chapters
- Anderson, B., and Hardin, J.M.,Data Analytics in Ethical Challenges in the Management of Health Information, Editor, Cornelius, F., Jones & Bartlett Learning, LLC: Burlington, MA, 2015.
- White, S., Hardin, J.M., Research and Decision Support in Ethical Informatics: Challenges and Opportunities, Editors, Cornelius, F., Harman, L.B., Jones & Bartlett Learning, LLC: Burlington, MA, In press, 2015.
- Anderson, B., Hardin, J.M.,Streaming Data in the Age of Big Data inBig Data, Mining, and Analytics, Editor, Kudyba, S. Taylor & Francis Group. Boca Raton, FL, 2014
- Anderson, B. and Hardin, J.M., Harnessing the Power of Big Data Analytics in Encyclopedia of Business Analytics and Optimization, Editors, Wang, J. Montclair, NJ, 2014.
- Anderson, B. and Hardin, J.M., Credit Scoring in the Age of Big Data Analytics and Social Media in Encyclopedia of Business Analytics and Optimization, Editors, Wang, J. Montclair, NJ, 2014.
- Hardin,J.M.andMichaelson,G.V.,StatisticalSignificanceinEncyclopediaofResearchDesign,Editors, Salkind,N.J.,Dougherty,D.,andFrey,B.SAGEPublications:ThousandOaks,CA,2010.
- Michaelson,G.V.andHardin,J.M.,PairwiseComparisonsinEncyclopediaofResearchDesign,Editors,Salkind, N.J.,Dougherty,D.,andFrey,B.SAGEPublications:ThousandOaks,CA,2010.
- Michaelson, G.V.andHardin, J.M., NonparametricStatisticsfortheBehavioralSciences (Siegel)in Encyclopedia of ResearchDesign,Editors,Salkind,N.J.,Dougherty,D.,andFrey,B.SAGEPublications:ThousandOaks, CA,2010.
- Anderson,B.,Davis,C.M.,andHardin,J.M.,UsingDataMiningto BuildAlertingSystemsforDecisionSupportinHealthcareinHealthcareInformatics:IncreasingProductivityandEfficiency,Editor,Kudyba,S.Taylor& FrancisGroup.BocaRaton,FL,2010.
- Hardin,J.M.andRaja,U.,ExpertSystemsandDecisionSupport,Chapter19,inHealthInformationManagement:Concepts,Principles,andPractice,3ndEdition,editedbyEichenwald,S.andLaTour,K.AHIMA:Chicago,IL,
- 2009.
- Davis,C.M.,Hardin,J.M.,Bohannon,T.andOglesby,J.,DataMiningApplicationsinHigherEducation,inDataMiningMethodsandApplications,Editors,Lawrence,K.D.,Kudyba,S.andKlimberg,R.K.,Auerbach Publications,Taylor&FrancisGroup:BocaRaton,FL,2008.
- Hardin,J.M.,Anderson,B.,Lutz,T.,Stewart,D.,OverviewofAnalyticalMethodsforMoneyLaundering,inMoneyLaundering,FinancingTerrorism,andSuspiciousActivity,Author/Editor,Gup,B.E.,NOVAPublishing. Carbondale, IL, 2006.
- Hardin, J.M.andChhieng, D.C., DataMiningandClinicalDecisionSupportSystems, inClinicalDecisionSupport Systems:TheoryandPractice,2ndEdition,Editor,Berner,E.,Springer:NewYork,NY,2006.
- Hardin,J.M.,ExpertandDecisionSupportSystems,Chapter19,inHealthInformationManagement:Concepts,Principles,andPractice,2ndEdition,editedbyEichenwald,S.andLaTour,K.,AHIMA.Chicago,IL,2006.
- Johns,M.L.andHardin,J.M.,ResearchandDecisionSupport,Chapter7,inEthicalChallengesintheManagementofHealthInformation,2ndEdition,Editor,Harman,L.,AspenPublishing.Gaithersburg,MD,2006.
- Hardin,J.M.,ExpertandDecisionSupportSystems,Chapter19,inHealthInformationManagement:Concepts,Principles,andPractice,editedbyEichenwald,S.andLaTour,K.,AHIMA.Chicago,IL,2002.
- Johns, M.L., Hardin, J.M., andWeigel, K.ResearchandDecisionSupport, Chapter7, inEthicalChallengesintheManagementofHealthInformation, Editor, Harman, L., AspenPublishing, 113-130.Gaithersburg, MD, 2001.
- Allison, J.J.andHardin, J.M., and OutcomesAnalysis: TheRoleofEMRSandClinicalDatabases, inElectronicMedical Records: AGuideforAdministratorsandClinicians, Editor, CarterJ, AmericanCollegeofPhysicians, 213-228 Philadelphia2001.
- Hardin,J.M.,Macchiarini,P.,andSingh,K.P.AStatisticalModelforInvestigatingAdjuvantChemotherapyin T1N0M0Non-SmallCellLungCancer(BookChapter),inCancerTreatmentAnUpdate.EditedbyBanzet,P., Holland,J.F.,Khayat,D.,andWeil,M.,Springer-Verlag,343-347.Paris,France,1994.