Education

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:

Administrative and Other Positions (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)

Former Secondary Faculty Appointments (The University of Alabamaat Birmingham)

Former Positions:

Publications

Manuscripts– Published (Refereed Journals)

1. 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
2. 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.
3. 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.
4. 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.
5. Watters, A.J., Hanninen, P.V., andHardin, J.M., “DevelopingaCommunity-BasedResearchNetworkfor InterdisciplinaryScience: TheAlabamaEntrepreneurialResearchNetwork,”JournalofCommunity EngagementandScholarship, 14:  2, June 2012.
6. Raja,U.,McManus,D.,andHardin,J.M.,“RuralHealthcareInformationSystems:ACollaborativeModel,” InternationalJournalofEmergingTechnologies,February, 2011.
7. Miller,T.,Windsor,R.A.,Woodby,L.,andHardin,J.M.,“EffectivenessofSmokingCessationand RedirectioninPregnancyTreatment(SCRIPT)MethodsinMedicaidSupportedPrenatalCare:SCRIPTTrial III,”HealthEducation&Behavior,1-11,Spring,2011.
8. Olson, E.D., Anderson, B., Hardin, J.M., “Theanalysisofhealthcarecoveragethroughtransitionmatrices usingaonefactormodel,”JournalofDataScience, 8: 4, 619-630, October2010.
9. 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.
10. Anderson,B.,Hardin,J.M.,Alexander,D.,Meleth,S.,Grizzle,W.E.,andManne,U.,“Comparisonofthe PredictiveQualitiesofThreePrognosticModelsBuiltonaMolecularBiomarkerDatasetofColorectalCancer,” FrontiersinBioscience,(E2),665-672,January2010.
11. Ford,B.K.,Shino,K.J.,Sander,E.,andHardin,J.M.,SBIR(SmallBusinessInnovationResearch)andSTTR SmallBusinessTechnologyTransfer)Programs:ThePrivateSector,PublicSectorandUniversityTrifecta, JournalofResearchAdministration,(39),58-77,2008.
12. Raja,U.,Mitchell,T.,Day,T.,andHardin,J.M.,“TextMininginHealthcare:ApplicationandOpportunities,” JournalofHealthInformationSystems,(22),52-56,2008.
13. 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.
14. Burgio,L.D.,Park,N.S.,Hardin,J.M.,andSun,F.,“ALongitudinalExaminationofAgitationandResident CharacteristicsintheNursingHome,”TheGerontologist,(47),642-649,2007.
15. Hardin,J.M.,Anderson,B.S.,Woodby,L.L,Crawford,M.,andRussell,T.,"UsinganEmpiricalBinomial HierarchicalBayesianModelasanAlternativetoAnalyzingDatafromMulti-SiteStudies,”EvaluationReview (32),143-156,2008.
16. 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.
17. Wall,T.C.,Senicz,E.,Evans,H.H.,Woolley,A.,andHardin,J.M.,“HearingScreeningPracticesAmonga NationalSampleofPrimaryCarePediatricians,”ClinicalPediatrics,(45),559-566,2006.
18. Fisher,S.E.,Burgio,L.D.,Thorn,B.E.,andHardin,J.M.,“ObtainingSelf-reportDatafromCognitively ImpairedElders:MethodologicalIssuesandClinicalImplicationsforNursingHomePainAssessment,”The Gerontologist(46),81-88,2006.
19. Allen,R.S.,Burgio,L.D.,Hardin,J.M.,Fisher,S.,andShuster,J.,“BehavioralCharacteristicsofAgitated NursingHomeResidentswithDementiaattheEndofLife,”TheGerontologist,(45),661-666,2005.
20. Halloran,D.R.,Wall,T.C.,Evans,H.H.,Hardin,J.M.,andWoolley,A.,“HearingScreeningatWell-Child Visits,”ArchivesofPediatricsandAdolescentMedicine,(159),949-955,2005.
21. 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.
22. Crawford,M.A.,Woodby,L.L.,Russell,T.V.,Turner,T.J.,Hardin,J.M.,andHarrington,T.M.,“TobaccoUseAssessmentandCounselingPracticesAmongAlabamaPrimaryCarePhysicians,”QualityinPrimaryCare, 13:163-70,2005.
23. 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.
24. Burgio,L.D.,Fisher,S.E.,Fairchild,J.K.,Scilley,K.,andHardin,J.M.,“QualityofCareintheNursingHome:EffectsofStaffAssignmentandWorkShift,”TheGerontologist,44(3),368-377,2004.
25. 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.
26. Berner,E.S.,McGowan,J.J.,Hardin,J.M.,Spooner,S.A.,Raszka,W.V.,andBerkow,R.L.,“AModelforAssessingInformationRetrievalandApplicationSkillsofMedicalStudents,”AcademicMedicine,77:547-551,2002.
27. Hill,A.E.,Jones,W.T.,Hyatt,R.M.,andHardin,J.M.,“ParallelAutomatedKnowledgeAcquisitionofCase- BasedSemanticNetworksfromRelationalDatabases,”JournalofIntegratedDesignandProcessScience, (10),375-394,2001
28. Burgio,L.D.,Scilley,K.,Hardin,J.M.,andHsu,C.,“TemporalPatternsofDisruptiveVocalizationinElderlyNursingHomeResidents,”InternationalJournalofGeriatricPsychiatry,16,1-9,2001.
29. Burgio,L.D.,Butler,F.R.,Roth,D.L.,Hardin,J.M.,Hsu,C.,andUng,K.,“AgitationinNursingHomeResidents:TheRoleofGenderandSocialContext,”InternationalPsychogeriatrics,12,495-511,2001.
30. Cheng,H.,Macaluso,M.,andHardin,J.M.,“ValidityandCoverageofEstimatesofRelativeAccuracy,”AnnalsofEpidemiology,10(4):251-260,2000.
31. 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.
32. 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.
33. 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.
34. Nick,T.G.andHardin,J.M.,“RegressionModelingStrategies:AnIllustrativeCaseStudyfromMedicalRehabilitationOutcomesResearch,”TheAmericanJournalofOccupationalTherapy,53(5),459-470,1999.
35. Hardin,J.M.,Miller,P.,Whelton,A.,andBellile,S.,“ANewRoleforHIMintheKnowledgeEconomy,”JournalofAmericanHealthInformationManagementAssociation,70(7),56-59,1999.
36. Hardin,J.M.,“ThePrincipleofIntentiontoTreatAnalysisinClinicalStudies:ItsUseandControversies,”JournalofPharmacyPractice,XI,3, 18,1998.
37. 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.
38. 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.
39. Cotter,E.M.,Burgio,L.D.,Hsu,C.,andHardin,J.M.,“BehavioralMicroanalysisofHelpingInteractionsBetweenMothersandAdultChildrenwithMentalRetardation,”JournalofAdultDevelopment,5(4):231-238,1998.
40. Sanderson,B.K.,Raczynski,J.M.,Cornell,C.,Hardin,J.M.,andTaylor,H.A.,Jr.,“EthnicDisparitiesinPatientRecallofPhysicianRecommendationsofDiagnosticandTreatmentProceduresforCoronaryDisease,”AmericanJournalofEpidemiology,148(8):741-9,1998.
41. Morgan,S.L.,Vaughn,W.H.,Thompson,G.,Hsu,C.,andHardin,J.M.,“TheUseofanEnteralExpertSysteminthePrescriptionofEnteralFormulasinaUniversityHospital,”AppliedNutritionalInvestigation,13:196-201,1997.
42. Osterkamp,L.,Mathews,R.M.,Burgio,L.D.,andHardin,J.M.,“SocialWorkersAcceptabilityRatingsof BehavioralTreatmentsandPharmacotherapyfortheManagementofGeriatricBehaviorProblems,” EducationalGerontology,23:425-435,1997.
43. 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.
44. 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.
45. Burgio,K.L.,Locher,J.L.,Ives,D.G.,Hardin,J.M.,Newman,A.B.,andKuller,L.H.,“NocturnalEnuresisinOlderAdults,”JournaloftheAmericanGeriatricsSociety,44:139-143,1996.
46. Burgio,K.L.,Locher,J.L.,Zyczynski,H.,Hardin,J.M.,andSingh,K.,“UrinaryIncontinenceduring PregnancyinaRaciallyMixedSample:CharacteristicsandPredisposingFactors,”International UrogynecologyJournal&PelvicFloorDysfunction,7(2):69-73,1996.
47. 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.
48. Burgio,L.D.,Scilley,K.,Hardin,J.M.,Hsu,C.,andYancey,J.,“EnvironmentalWhiteNoise:AnIntervention forVerballyAgitatedNursingHomeResidents,”JournalofGerontology:SeriesB,PsychologicalSciences&SocialSciences,51(6):P364-73,1996.
49. Bild,D.,Burke,G.,Smith,D.,Lewis,B.,andHardin,J.M.,“CorrelatesandPredictorsofWeightLossinYoungAdults:TheCARDIAStudy,”InternationalJournalofObesityandRelatedMetabolicDisorders,20:47-55,1996.
50. Hardin,J.M.,Willers,J.L.,andWagner,T.L.,“Non-ParametricMultipleComparisonsofSurvivorshipDistributions,”JournalofEconomicEntomology:Biostatistics,89(3):715-721,1996.
51. Burgio,L.D.,Hardin,J.M.,Sinnott,J.,Janosky,J.,andHohman,M.J.,“NursesAcceptanceofBehavioralTreatmentsandPharmacotherapyforBehavioralDisturbancesinOlderAdults,”AppliedNursingResearch,8(4):174-181,1995.
52. Waller,L.A.,Turnbull,B.W.,andHardin,J.M.,“OnObtainingDistributionFunctionsbyNumericalInversionofCharacteristicFunctionswithApplications,”TheAmericanStatistician,49(4):346-350,1995.
53. Lamartiniere,C.A.,Moore,J.B.,Brown,N.M.,Thompson,R.,Hardin,J.M.,andBarnes,S.,“GenisteinSuppressesMammaryCancerinRats,”Carcogenesis,16:2833-2840,1995.
54. 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.
55. 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.
56. 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.
57. Goran,M.I.,Carpenter,W.H.,McGloin,A.,Johnson,R.,Hardin,J.M.,andWeinsier,R.L.,“EnergyExpenditureinChildrenofLeanandObeseParents,”AmericanJournalofPhysiology,pp.E917-E924,1995.
58. Burgio,L.D.,Hardin,J.M.,Sinnott,J.,Janosky,J.,andHohman,M.J.,“AcceptabilityofBehavioralTreatments andPharmacotherapyforBehaviorallyDisturbedOlderAdults:RatingsofCaregiversandRelatives,”Journal of ClinicalGeropsychology,19-32,1995.
59. Blair,C.,Ramey,C.T.,andHardin,J.M.,“EarlyInterventionforLowBirthWeight,PrematureInfants: ParticipationandIntellectualDevelopment,”AmericanJournalonMentalRetardation,99(5):542-554,1995.
60. 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.
61. 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.
62. 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.
63. 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.
64. 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.
65. 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.
66. Burgio,L.D.,Scilley,K.,Hardin,J.M.,JanoskyJ.,BoninoP.,SlaterS.C.,andEngberg,R.,“Studying DisruptiveVocalizationandContextualFactorsintheNursingHomeUsingReal-timeObservation,”Journal ofGerontology,49(5):230-9,1994.
67. 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.
68. 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.
69. Kokoska,S.M.,Hardin,J.M.,Grubbs,C.J.,andHsu,C.,“TheStatisticalAnalysisofCancerInhibition/PromotionExperiments,”AnticancerResearch.13(5A):1357-1363,1993.
70. Macchiarini,P.,Fontanini,G.,Hardin,J.M.,Squartini,F.,andAngeletti,C.A.,“RelationofNeovascularisation toMetastasisonNon-small-cellLungCancer,”TheLancet,340:145-146,1992.
71. Barnes,D.B.,Hardin,J.M.,andPruett,S.B.,“AcuteInfectionofMicewithHighlyVirulentGroupB StreptococcalasaHostResistanceModelforImmunotoxicityAssessment,”ArchivesofToxicology,423-429, 1992.
72. 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.
73. Macchiarini,P.,Fontanini,G.,Hardin,J.M.,Pingitore,R.,andAngeletti,C.A.,“MostPeripheral,Node- negativeNon-smallCellLungCancerHaveAbsenceofIntratumoralandPeritumoralBloodandVessel InvasionandLowProliferativeRates,WhichProvidesaRationaleforTreatmentwithWedgeResection Alone,”JournalofThoracicandCardiovascularSurgery,104:892-899,1992.
74. Conerly,M.D.andHardin,J.M.,“ShrunkenEstimatorsviaaPitmanNearnessCriterion,”Communications inStatistics:SpecialIssueonPitmanNearness,20:3591-3604,1991.
75. Macchiarini,P.,Buonaguidi,R.,Hardin,J.M.,Mussi,A.,andAngeletti,C.A.,“ResultsandPrognosticFactors of SurgeryintheManagementofNon-smallCellLungCancerwithSolitaryBrainMetastasis,”Cancer,68:300-304,1991.
76. Macchiarini,P.,Hardin,J.M.,andAngeletti,C.A.,“Long-termEvaluationofIntraplevrolBCGWithor WithoutAdjuvantChemotherapyinCompletelyResectedStagesIIandIIINon-smallCellLungCancer,” AmericanJournalofClinicalOncology,14(4):291-297,1991.
77. 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.
78. Macchiarini,P.,Hardin,J.M.,Basolo,F.,BrunoJ.,andAngeletti,C.A.,“AdjuvantChemotherapyforT1, T2NOMOSmallCellLungCancer:SingleAgentorCombinationTherapy?”CancerInvestigation,9: 19-25,1991.
79. Dolce,J.J.,Crisp,C.,Manzella,B.,Richards,J.M.,Hardin,J.M.,andBailey,W.C.,“MedicationAdherencePatternsAmongChronicObstructivePulmonaryDiseasePatients,”Chest,99(4):837-841,1991.
80. 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.
81. Conerly,M.D.andHardin,J.M.,“AComparisonofBiasedRegressionEstimatorsUsingaPitmanNearnessCriterion,”JournalofStatisticalComputationandSimulation,34:75-95,1990.
82. 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.
83. Grubbs,C.J.,Eto,I.,Juliana,M.M.,Hardin,J.M.,andWhitaker,L.M.,“EffectofRetinylAcetateand4- HydroxphenylretinamideonInitiationofChemically-inducedMammaryTumors,”AnticancerResearch,10:661-666,1990.
84. Hardin,J.M.,Khazael,M.B.,Allen,I.E.,Dating,C.,andLoBuglio,A.F.,“LimitedSamplingModelsforHA1AIgMMonoclonalAntibody,”JournalofHumanAntibodiesandHybridomas,2: 115-119,1990.
85. Baggott,J.E.,Ha,T.,Vaughn,W.H.,Hardin,J.M.,andGrubbs,C.J.,“TheEffectofMiso(JapaneseSoybeanPaste) andNaClonDMBA-inducedRateMammaryTumors,”NutritioninCancer,14:103-109,1990.
86. Nath,H.,Sanders,C.,Frank,M.,Stanley,R.J.,andHardin,J.M.,“PerformanceandConsultationPatternsinPulmonaryRadiology,”InvestigativeRadiology,25(11):1251-1254,1990.
87. Freund,J.D.,MacMillan,J.R.,andHardin,J.M.,“EvaluationofAntibodicEfficacyUsingSurvivalTimeAnalysis,”JournalofAquaticAnimalHealth,2: 38-42,1990.
88. Macchiarini,P.,Danesi,R.,Hardin,J.M.,DelTacca,M.,andAngeletti,C.A.,“LowToxicityCombinationChemotherapyforLimitedSmallCellLungCancer,”CurrentTherapeuticResearch,46:1203-1212,1989.
89. Branton,S.L.,Simmons,J.D.,andHardin,J.M.,“TheEffectofBiologicalIsolationandaMoltInducing RegimenontheRecoveryofF StrainMycoplasmGallisepticumfromCommercialLeghornHens,”Avian Diseases,”33:574-577,1989.
90. 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.
91. Hardin, J.M.andKurjian, B.M., “TheCalculusforFactorialArrangements: AReviewandBibliography,”CommunicationsinStatistics, 18:1251-1277, 1989.
92. 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

93. 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.
94. 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.
95. 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
96. 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.
97. 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.
98. Hardin,J.M.andMichaelson,G.V.,StatisticalSignificanceinEncyclopediaofResearchDesign,Editors, Salkind,N.J.,Dougherty,D.,andFrey,B.SAGEPublications:ThousandOaks,CA,2010.
99. Michaelson,G.V.andHardin,J.M.,PairwiseComparisonsinEncyclopediaofResearchDesign,Editors,Salkind, N.J.,Dougherty,D.,andFrey,B.SAGEPublications:ThousandOaks,CA,2010.
100. Michaelson, G.V.andHardin, J.M., NonparametricStatisticsfortheBehavioralSciences (Siegel)in Encyclopedia of ResearchDesign,Editors,Salkind,N.J.,Dougherty,D.,andFrey,B.SAGEPublications:ThousandOaks, CA,2010.
101. Anderson,B.,Davis,C.M.,andHardin,J.M.,UsingDataMiningto BuildAlertingSystemsforDecisionSupportinHealthcareinHealthcareInformatics:IncreasingProductivityandEfficiency,Editor,Kudyba,S.Taylor& FrancisGroup.BocaRaton,FL,2010.
102. Hardin,J.M.andRaja,U.,ExpertSystemsandDecisionSupport,Chapter19,inHealthInformationManagement:Concepts,Principles,andPractice,3ndEdition,editedbyEichenwald,S.andLaTour,K.AHIMA:Chicago,IL,
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104. 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.
105. Hardin,J.M.,Anderson,B.,Lutz,T.,Stewart,D.,OverviewofAnalyticalMethodsforMoneyLaundering,inMoneyLaundering,FinancingTerrorism,andSuspiciousActivity,Author/Editor,Gup,B.E.,NOVAPublishing. Carbondale, IL, 2006.
106. Hardin, J.M.andChhieng, D.C., DataMiningandClinicalDecisionSupportSystems, inClinicalDecisionSupport Systems:TheoryandPractice,2ndEdition,Editor,Berner,E.,Springer:NewYork,NY,2006.
107. Hardin,J.M.,ExpertandDecisionSupportSystems,Chapter19,inHealthInformationManagement:Concepts,Principles,andPractice,2ndEdition,editedbyEichenwald,S.andLaTour,K.,AHIMA.Chicago,IL,2006.
108. Johns,M.L.andHardin,J.M.,ResearchandDecisionSupport,Chapter7,inEthicalChallengesintheManagementofHealthInformation,2ndEdition,Editor,Harman,L.,AspenPublishing.Gaithersburg,MD,2006.
109. Hardin,J.M.,ExpertandDecisionSupportSystems,Chapter19,inHealthInformationManagement:Concepts,Principles,andPractice,editedbyEichenwald,S.andLaTour,K.,AHIMA.Chicago,IL,2002.
110. Johns, M.L., Hardin, J.M., andWeigel, K.ResearchandDecisionSupport, Chapter7, inEthicalChallengesintheManagementofHealthInformation, Editor, Harman, L., AspenPublishing, 113-130.Gaithersburg, MD, 2001.
111. Allison, J.J.andHardin, J.M., and OutcomesAnalysis: TheRoleofEMRSandClinicalDatabases, inElectronicMedical Records: AGuideforAdministratorsandClinicians, Editor, CarterJ, AmericanCollegeofPhysicians, 213-228 Philadelphia2001.
112. 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.