James Michael Hardin
James Michael Hardin
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)

  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

  1. 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.
  2. 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.
  3. 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
  4. 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.
  5. 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.
  6. Hardin,J.M.andMichaelson,G.V.,StatisticalSignificanceinEncyclopediaofResearchDesign,Editors, Salkind,N.J.,Dougherty,D.,andFrey,B.SAGEPublications:ThousandOaks,CA,2010.
  7. Michaelson,G.V.andHardin,J.M.,PairwiseComparisonsinEncyclopediaofResearchDesign,Editors,Salkind, N.J.,Dougherty,D.,andFrey,B.SAGEPublications:ThousandOaks,CA,2010.
  8. Michaelson, G.V.andHardin, J.M., NonparametricStatisticsfortheBehavioralSciences (Siegel)in Encyclopedia of ResearchDesign,Editors,Salkind,N.J.,Dougherty,D.,andFrey,B.SAGEPublications:ThousandOaks, CA,2010.
  9. Anderson,B.,Davis,C.M.,andHardin,J.M.,UsingDataMiningto BuildAlertingSystemsforDecisionSupportinHealthcareinHealthcareInformatics:IncreasingProductivityandEfficiency,Editor,Kudyba,S.Taylor& FrancisGroup.BocaRaton,FL,2010.
  10. Hardin,J.M.andRaja,U.,ExpertSystemsandDecisionSupport,Chapter19,inHealthInformationManagement:Concepts,Principles,andPractice,3ndEdition,editedbyEichenwald,S.andLaTour,K.AHIMA:Chicago,IL,
  11. 2009.
  12. 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.
  13. Hardin,J.M.,Anderson,B.,Lutz,T.,Stewart,D.,OverviewofAnalyticalMethodsforMoneyLaundering,inMoneyLaundering,FinancingTerrorism,andSuspiciousActivity,Author/Editor,Gup,B.E.,NOVAPublishing. Carbondale, IL, 2006.
  14. Hardin, J.M.andChhieng, D.C., DataMiningandClinicalDecisionSupportSystems, inClinicalDecisionSupport Systems:TheoryandPractice,2ndEdition,Editor,Berner,E.,Springer:NewYork,NY,2006.
  15. Hardin,J.M.,ExpertandDecisionSupportSystems,Chapter19,inHealthInformationManagement:Concepts,Principles,andPractice,2ndEdition,editedbyEichenwald,S.andLaTour,K.,AHIMA.Chicago,IL,2006.
  16. Johns,M.L.andHardin,J.M.,ResearchandDecisionSupport,Chapter7,inEthicalChallengesintheManagementofHealthInformation,2ndEdition,Editor,Harman,L.,AspenPublishing.Gaithersburg,MD,2006.
  17. Hardin,J.M.,ExpertandDecisionSupportSystems,Chapter19,inHealthInformationManagement:Concepts,Principles,andPractice,editedbyEichenwald,S.andLaTour,K.,AHIMA.Chicago,IL,2002.
  18. Johns, M.L., Hardin, J.M., andWeigel, K.ResearchandDecisionSupport, Chapter7, inEthicalChallengesintheManagementofHealthInformation, Editor, Harman, L., AspenPublishing, 113-130.Gaithersburg, MD, 2001.
  19. Allison, J.J.andHardin, J.M., and OutcomesAnalysis: TheRoleofEMRSandClinicalDatabases, inElectronicMedical Records: AGuideforAdministratorsandClinicians, Editor, CarterJ, AmericanCollegeofPhysicians, 213-228 Philadelphia2001.
  20. 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.

 

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