PiratePanel



Clustering Faculty in Psychologyproc fastclus out=cluststand maxclusters=4 maxiter=100; var ZSalary ZFTE ZRank ZArticles ZExperience; run;proc sort; by cluster; run;proc print; Var Name Cluster CLU4_1 Rank Salary FTE Articles Experience Sex; run;The variables used in the cluster analysis were all standardized to mean 0, standard deviation 1.The FASTCLUS ProcedureReplace=FULL Radius=0 Maxclusters=4 Maxiter=100 Converge=0.02Initial SeedsClusterZSalaryZFTEZRankZArticlesZExperience12.6892493490.5227681671.3990873360.5777582971.81617447321.7386380320.5227681671.3990873363.7713971241.3846859373-1.1867879140.522768167-1.336905677-0.763570010-0.9453521554-1.334417766-1.317375782-1.3369056770.1945216381.816174473Minimum Distance Between Initial Seeds =3.359936Iteration HistoryIterationCriterionRelative Change in Cluster Seeds1 2 3 4 10.94760.51250.44790.43660.329920.65740.147600.09960.589530.4824000.14530.124340.45300000Convergence criterion is satisfied.Criterion Based on Final Seeds =0.4530Cluster SummaryClusterFrequencyRMS Std DeviationMaximum Distancefrom Seedto ObservationRadiusExceededNearest ClusterDistance BetweenCluster Centroids1120.55312.1227?32.1956240.48541.5049?12.30703180.40781.7638?12.19564100.48672.5465?33.0039Statistics for VariablesVariableTotal STDWithin STDR-SquareRSQ/(1-RSQ)ZSalary1.000000.458830.8041634.106296ZFTE1.000000.230020.95078319.318182ZRank1.000000.384910.8621836.255981ZArticles1.000000.549100.7195252.565384ZExperience1.000000.644830.6132091.585377OVER-ALL1.000000.475160.7899733.761286Cluster MeansClusterZSalaryZFTEZRankZArticlesZExperience10.8135640310.5227681670.9430885010.2158125631.01072920621.0712683140.5227681671.3990873362.4620052051.06106953530.0437997100.522768167-0.196908588-0.334203013-0.6097499614-1.483623641-1.777411769-1.336905677-0.642211735-0.539752932Cluster Standard DeviationsClusterZSalaryZFTEZRankZArticlesZExperience10.70691928870.00000000000.44551470210.51627750620.751725788520.45585128660.00000000000.00000000000.91896922560.354941395830.36384449440.00000000000.46921893060.58203468830.374281995540.07452390510.48492050850.00000000000.30476530160.9223498507CLUSTER is that assigned by SAS. CLU4_1 is that assigned by SPSS’ cluster analysis. Salary is annual, in dollar. Experience is years as an academic psychologist.ObsNameCLUSTERCLU4_1RankSalaryFTEArticlesExperienceSex1Chia, Rosina 1Senior FacultyProfessor1236001.02132Female2McCammon, Susan 1Senior FacultyProfessor833581.01924Female3Evans, Rand 1Senior FacultyProfessor832361.01738Male 4Brown, Michael 1Others Professor750411.01811Male 5Durham, Thomas 1Senior FacultyAssociate722261.02528Male 6Cope, John 1Senior FacultyProfessor661581.02624Male 7Harju, Beverly 1Others Associate624771.01316Female8Ironsmith, Marsha 1Senior FacultyAssociate622561.01929Female9Eppler, Marion 1Others Associate619931.01310Female10Allred, Linda 1Others Associate550731.01115Female11Denney, Robert 1Others Assistant550611.0027Male 12Childers, John 1Others Associate481601.0218Male Cluster 1 contains Associate and Full Professors who have a good salary, much experience, but not many publications.13Bolen, Larry 2Chair Professor968001.07127Male 14Wuensch, Karl 2Senior FacultyProfessor749571.05026Male 15Webster, Ray 2Senior FacultyProfessor720561.04118Male 16Hall, Cathy 2Senior FacultyProfessor681281.04022FemaleCluster 2 is best characterized as those with high research productivity. All are full professors with relatively high salaries.17Everhart, Erik 3Others Assistant588281.0285Male 18Riley-Tillman, Chris 3Others Assistant575001.0217Male 19Davis, Ervin 3Others Assistant560001.050Male 20Dolbier, Christyn 3Others Assistant555511.084Female21Jordan, Caren 3Others Assistant550511.032Female22Walker, Alan 3Others Assistant540001.000Male 23Walcott, Christy 3Others Assistant535511.022Female24Reed, Jon 3Others Associate532621.0147Male 25Tran, Tuan 3Others Assistant530001.0100Male 26Aziz, Shahnaz 3Others Assistant526011.052Female27Elliott Wilson, Melanie 3Others Assistant520501.001Female28Golden, Jeannie 3Others Assistant497631.018Female29Handron, Clement 3Others Visiting 475001.005Male 30Dixon, Joe 3Others Visiting 445001.003Male 31Whitley, Theodore 3Others Visiting 420001.02418Male 32Lyndon, Amy 3Others Visiting 414241.003Female33Vietor, Nate 3Others Visiting 414241.003Male 34Long, Debra 3Others Adjunct 143251.000FemaleCluster 3 consists of full time faculty who were assistant professors or on fixed-term contracts, with one exception.35Grossnickle, William 4Adjuncts Adjunct 101630.51532Male 36Morris, Dee 4Adjuncts Adjunct 81310.500Female37McGowan, Debra 4Adjuncts Adjunct 69630.500Female38Taylor, Clyde Ray 4Adjuncts Adjunct 68130.500Male 39Shipley, Amy 4Adjuncts Adjunct 59990.500Female40Graham, Robert 4Adjuncts Adjunct 49200.3415Male 41Stainback, Gary 4Adjuncts Adjunct 47390.300Male 42Deters, Steven 4Adjuncts Adjunct 47060.300Male 43Ernest, Brenda 4Adjuncts Adjunct 36020.300Female44Scott, Karen 4Adjuncts Adjunct 35290.300FemaleCluster 4 are all part-time faculty.All of the data used here were collected from public resources. Faculty salary and related information are public information in North Carolina. The data are from year 2005.Getting Started with FastclustKarl L. Wuensch, December, 2015 ................
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