Kwantlen Polytechnic University KORA: Kwantlen Open Resource Access All Faculty Scholarship Faculty Scholarship 2011 Changing Academic Identitites in a Dual Sector University Gordon Roy Lee Kwantlen Polytechnic University Follow this and additional works at: http://kora.kpu.ca/facultypub Part of the Higher Education Commons, Higher Education Administration Commons, and the Higher Education and Teaching Commons KORA Citation Lee, Gordon Roy, "Changing Academic Identitites in a Dual Sector University" (2011). KORA Faculty Scholarship: Paper 11. http://kora.kpu.ca/facultypub/11 This Report is brought to you for free and open access by the Faculty Scholarship at KORA: Kwantlen Open Resource Access. It has been accepted for inclusion in All Faculty Scholarship by an authorized administrator of KORA: Kwantlen Open Resource Access. 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SPRING 2010 ACTIVE REGULAR FACULTY AGE DISTRIBUTION (AGE IS AS AT 31-AUG-2010) AGE GROUP FACULTY COUNT PERCENT 30 - 40 49 9% 41 - 50 171 32% 51 - 60 234 44% Over 60 83 15% TOTAL 537 100% SPRING 2010 ACTIVE NON REGULAR FACULTY AGE DISTRIBUTION (AGE IS AS AT 31-AUG-2010) AGE GROUP Under 30 30 - 40 41 - 50 51 - 60 Over 60 TOTAL 6 I ; FACULTY COUNT 10 120 111 85 43 369 7 3 PERCENT 3% 32% 30% 23% 12% 100% 7 = 45 7 7 )-- )F)O * C)?O -$ -) ?+ -$ ,O #+ & 8 #G ; 0 4 -) C)?O 4 G)O 46 ,# CO + 4 6 )GC -CF #??O * K( 0 #,?O #GO + ?$O G,O+ ; F,O #)O+ 6 # F ' 8 C+ %+ K 47 8 8 %# -# ,O+ GF )O+ @ FC )G F) GO+ )# % F# %O+ 4 )$ )) 4 8 48 # % . 5 4 > @ & % 2 @ 5 I8 8 * 8 6 8 6 8 ; 6 8 ; #+ 8 6 #$ ; ; C$ * ?$ 1 2 * 6 * * D E ; 1 ( 2 3 6 3 6 3 2 2 6 ; C$ 49 3 ; ; D 2 = = + Q 6 3 = E ?4)$ -$ 6 -, 6 8 6 3 6 6 D E 6 0 6 6 3 6 * 0 * 5 5 5 6 D E D 5 E D( E R D E ; 2 6 4 @ D 4 * E 50 8 6 3 0 3 * 3 * )$ )- 4 4 -$4-, 2 * 2 ( * 3 * 0 2 2 D R E * D E D 2 ER 3 + 2 E* 5 2 @ 5 2 D E + : ; 3 8 )6 #$ 7 ! 6 G$4G, 4 51 6 3 ; 3 2 < * D E 1 6 2 0 : ( D E : D 2 D2 E E ( D E ( 3 : D E D 2 0 E 7 +* 4 E D D 3 E D 2 2 D E E : D 2 R E : 2 2 4 2 2 0 1 2 52 6 ; D E ; : 5 6 4 4 3 D 2 2 E * 8 3 8 ? 4 )$ * + 2 ( 3 4 * 2 * ; ( 3 * D 2 E * * D 2 * 3 E 2 * 4 5 3 * D 53 4 E 8 3 D. 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O O O # "" O 7 " O O G O ) ) # O O = % B : D D ) ) " " O # B : O O # O ; " "O O O 91 RESEARCH CONSENT FORM I ; ! 6 = ' : ! 9 A +6 B 7 : 8 = Z; 9 5 B : 5 0 B B 5 3 0 B > 0 5 7 0 5 B 0 5 6 0 : : !+ A 7 28 1 ; 8 ! : Z; = 9 * 2 5 ! : : = 3 9 2 92 1 2 1 6 ! 2 4 / 8 0 • • • • • • I Your career history and career development Your views on institutional values Your professional identity Your feelings, thoughts, hopes, concerns and responses to Kwantlen’s evolution from a college to a university college to a polytechnic university. Your thoughts on how adoption of an academic rank system may impact your professional identity Your career plans for the future 0 6 4 0 Your responses will be destroyed. No electronic copies or notes from your interview will be kept. # G" & # $% # ! # ' I " $ ( ) *# + & )$ ! 5 7 2 > @ / 6 @ ! 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" 3 D" + H 99 77 ; # 7 Pair 1 Pair 2 Pair 3 Pair 4 Pair 5 Pair 6 Pair 7 Pair 8 Pair 9 Pair 10 Pair 11 Pair 12 Pair 13 Pair 14 Pair 15 Pair 150 150 141 6.50 1.46 3.80 9.47 0.29 0.68 3.50 0.88 5.29 1.93 0.68 6.04 0.81 0.84 0.88 0.98 0.85 0.96 1.17 0.76 1.18 0.90 1.08 1.13 1.02 0.43 0.10 0.28 -0.75 0.02 0.05 -0.35 -0.06 -0.52 0.14 0.06 0.57 -0.10 Initial_Kwantlen_student_learning_focus10 - Consequent_student_focus19 Initial_Kwantlen_academic_freedom10 - Consequent_academic_freedom19 Initial_Kwantlen_teaching_excellence10 - Consequent_teaching_excellence19 Initial_Kwantlen_research10 - Consequent_research19 Initial_Kwantlen_serving_community10 - Consequent_community_service19 Initial_Kwantlen_labour_market10 - Consequent_labour_market19 Initial_Kwantlen_salary10 - Consequent_merit_increases19 Initial_Kwantlen_prov_gov_goals10 - Consequent_provgov_goals19 Initial_Kwantlen_merit_promotion10 - Consequent_merit_promo19 rInitial_Kwantlen_educing_socioeco_inequality10 - Consequent_reducing_socioeco_inequality19 Initial_Kwantlen_faculty_authority10 - Consequent_faculty_authority19 Initial_Kwantlen_faculty_equality10 - Consequent_faculty_equality19 Initial_Kwantlen_excellence10 - Consequent_excellence19 - 148 3.98 0.90 0.29 Initial_Kwantlen_faculty_autonomy10 - Consequent_faculty_autonomy19 145 143 147 147 143 143 148 148 151 150 149 8.19 0.76 0.51 148 df Initial_Kwantlen_open_access10 - Consequent_open_access19 t 0.63 Std. Dev 0.78 Mean Paired Differences 0.04 Paired Samples Test Initial_Kwantlen_high_acad_stds10 - Consequent_Acad_Stds19 Q9 and Q18 0.22 0.00 0.50 0.06 0.00 0.38 0.00 0.50 0.77 0.00 0.00 0.15 0.00 0.00 0.00 0.53 Sig. (2tailed) 100 16 Pair 17 Initial_Kwantlen_selective_student_entry10 - Consequent_selective_student_entry19 -0.29 0.83 1.22 4.23 143 0.00 101 Total As a University Professor As a University College Faculty Member As a College Instructor z Initial_self_identification Other Count Expected Count % within initial_self_identification % within current_self_identification % of Total Count Expected Count % within initial_self_identification % within current_self_identification % of Total Count Expected Count % within initial_self_identification % within 4.06 2.5 7.14 0.72 0 1.01 0 0 0 14 14 10.14 100 23.08 6.52 0 2.83 0 0 0 39 39 28.26 100 14.49 11.30 22.5 9.42 51.28 1 24.64 92.86 7.25 20 20.63 27.40 9 54.84 0 13 7.41 17.81 25.64 0 62 62 44.93 100 0 18.12 0 4.49 0 40.32 17.97 62.5 25 2.17 34 32.80 46.58 4.84 0 10 4.24 66.67 As a University Educator 3 6.74 20 As a College Instructor 0 1.52 0 Other 7.25 23 23 16.67 100 43.48 3.62 10 1.67 100 21.74 6.67 12.5 5 4.35 26.09 1.45 6 12.17 8.22 8.70 2 2.5 13.33 As a University Professor initial_self_identification * current_self_identification Crosstabulation current_self_identification Count Expected Count % within initial_self_identification % within current_self_identification % of Total Count Expected Count % within initial_self_identification % within current_self_identification % of Total Q5 and Q23 7.25 138 138 100 100 7.25 28.99 10 10 100 28.99 40 100 40 52.90 52.90 10.87 73 73 100 10.87 15 15 100 Total 102 Pearson Chi-Square Value current_self_identification % of Total 74.88 df 9 28.26 Asymp. Sig. (2sided) 1.66891E12 10.14 SIGNIFICANT 44.93 16.67 100 103 Equally with my profession/discipline and my position at the Somewhat more with my profession/discipline initial_professional_identity Much more with my profession/discipline Count Expected Count % within initial_professional_identity % within current_professional_identity % of Total Count Expected Count % within initial_professional_identity % within current_professional_identity % of Total Count Expected Count % within initial_professional_identity % within current_professional_identity % of Total 8.58 6.25 11.11 1.99 11.44 10.42 13.89 3.31 7.95 1.99 3 44.44 8.33 5 66.67 16.67 5.30 16.56 3.22 29.63 69.44 4.29 16 50 12 8.94 11.92 3 8 Somewhat more with my profession/discipline 25 Much more with my profession/discipline 18.54 59.57 58.33 14.94 28 0.66 2.13 5.56 5.60 1 7.95 25.53 24 15.56 12 Equally with my profession/discipline and with my position a Q7 and Q25 initial_professional_identity * current_professional_identity Crosstabulation current_professional_identity 5.30 34.78 16.67 7.31 8 1.32 8.70 11.11 2.74 2 0.66 4.35 2 7.62 1 Somewhat more with my position at the university 2.65 22.22 8.33 5.72 4 0 0 0 2.15 0 2.65 22.22 8 5.96 4 Much more with my position at the university 31.79 31.79 100 48 48 11.92 11.92 100 18 18 33.11 33.11 100 50 50 Total 104 Pearson Chi-Square Total Much more with my position at the institution Somewhat more with my position at the institution 107.345569 Value Count Expected Count % within initial_professional_identity % within current_professional_identity % of Total Count Expected Count % within initial_professional_identity % within current_professional_identity % of Total Count Expected Count % within initial_professional_identity % within current_professional_identity % of Total df 1.32 27 27 17.88 100 17.88 1.32 36 36 23.84 100 23.84 16 7.41 5.56 Asymp. Sig. (2sided) 1.43026E-15 9.52 9.52 1.32 0.66 3.75 7.41 2.78 5.01 14.29 7.14 2 2.50 3.34 2 2 1 SIGNIFICANT 31.13 100 31.13 1.99 47 47 6.38 14.29 6.54 3 1.99 6.38 21.43 4.36 3 15.23 100 15.23 3.31 23 23 21.74 23.81 3.20 5 4.64 30.43 50 2.13 7 11.92 100 11.92 5.96 18 18 50 42.86 2.50 9 0.66 5.56 7.14 1.67 1 100 100 100 13.91 151 151 13.91 100 21 21 9.27 9.27 100 14 14 105 Somewhat more as an educator Equally as an academic & an educator Somewhat more as an academic initial_academic_vs_educator Much more as an academic Count Expected Count Count Expected Count % within initial_academic_vs_educator % within current_academic_vs_educator % of Total Count Expected Count % within initial_academic_vs_educator % within current_academic_vs_educator % of Total Count Expected Count % within initial_academic_vs_educator % within current_academic_vs_educator % of Total 50 16.67 1.97 7 4.97 16.67 38.89 4.61 33.33 22.22 1.32 4 2.49 9.52 44.44 2.63 18.42 58.33 66.67 13.26 28 0.66 2.08 16.67 1.89 12.63 0.71 0.36 1 4.74 3 2 0.66 2.37 0 1.97 2.08 12 0 33.33 25 5 0 75 Equally as an academic and an educator 1 1.26 0 0 0.47 Somewhat more as an academic 3 0.24 Much more as an academic 8.68 18 0.66 3.03 2.38 9.12 1 0 0 0 1.30 0 0 0 0 0 0.87 Somewhat more as an educator Q6 and Q28 initial_academic_vs_educator * current_academic_vs_educator Crosstabulation current_academic_vs_educator 11.58 5 1.32 4.55 4.76 12.16 2 0 0 0 1.74 0 0 0 0 0 1.16 Much more as an educator 4 4 40 40 27.63 27.63 100 42 42 3.95 3.95 100 6 6 2.63 2.63 100 Total 106 Pearson Chi-Square Total Much more as an educator Value % within initial_academic_vs_educator % within current_academic_vs_educator % of Total Count Expected Count % within initial_academic_vs_educator % within current_academic_vs_educator % of Total Count Expected Count % within initial_academic_vs_educator % within current_academic_vs_educator % of Total 140.26 5 16.67 1.97 18 18 11.84 100 11.84 0 0 0 9 9 5.92 100 5.92 16 3.29 3 7.11 0 0 3.55 Asymp. Sig. (2sided) 6.405E-22 27.78 0 df 12.5 0 45 21.71 100 21.71 9.21 33 33 42.42 23.33 11.84 14 13.03 54.55 SIGNIFICANT 31.58 100 31.58 3.95 48 48 12.5 10 7.89 6 18.95 25 30 28.95 100 28.95 24.34 44 44 84.09 61.67 3.29 37 17.37 11.36 12.5 100 100 100 39.47 152 152 39.47 100 26.32 60 60 26.32 100 107 108 77 -6 7 6 < F # *# + 7 GH Valid Valid Valid Frequency 14 14 Neither agree nor disagree Disagree somewhat 7 53 Agree somewhat Neither agree nor disagree 92 155 Strongly agree Faculty Autonomy Total 3 55 Agree somewhat Strongly disagree 69 Strongly agree Open Access Frequency 1 Strongly disagree 155 1 Disagree somewhat Total 5 36 Agree somewhat Neither agree nor disagree 112 Frequency Strongly agree High Academic Standards .6 .6 3.2 23.2 72.3 1.9 9.0 9.0 35.5 44.5 Percent 4.5 34.2 59.4 100.0 Percent 100.0 Percent 4.6 34.6 Valid Percent 60.1 100.0 1.9 9.0 9.0 35.5 Valid Percent 44.5 100.0 .6 .6 3.2 23.2 Valid Percent 72.3 99.3 94.8 Cumulative Percent 60.1 100.0 98.1 89.0 80.0 Cumulative Percent 44.5 100.0 99.4 98.7 95.5 Cumulative Percent 72.3 109 Valid Total Missing Valid Total Missing Frequency 2 Strongly disagree 155 2 Disagree somewhat Total 6 33 Agree somewhat Neither agree nor disagree 112 155 1 Strongly agree Academic Freedom System 154 1 Strongly disagree Total 2 18 Agree somewhat Neither agree nor disagree 133 Frequency 155 2 153 1 Strongly agree Focus on Student Learning System Total Strongly disagree .6 99.4 .6 1.3 11.6 85.8 1.3 1.3 3.9 21.3 72.3 100.0 Percent 100.0 Percent 100.0 1.3 98.7 .6 100.0 1.3 1.3 3.9 21.3 Valid Percent 72.3 100.0 .6 1.3 11.7 Valid Percent 86.4 100.0 .7 100.0 98.7 97.4 93.5 Cumulative Percent 72.3 100.0 99.4 98.1 Cumulative Percent 86.4 100.0 110 Total Missing Valid Total Missing Valid Frequency 26 17 13 Neither agree nor disagree Disagree somewhat Strongly disagree System 155 1 154 64 Agree somewhat Total 34 155 1 Strongly agree Focus on Research System 154 1 Strongly disagree Total 2 22 Agree somewhat Neither agree nor disagree 129 Frequency Strongly agree Focus on Teaching Excellence .6 99.4 .6 1.3 14.2 83.2 .6 99.4 8.4 11.0 16.8 41.3 21.9 100.0 Percent 100.0 Percent 100.0 8.4 11.0 16.9 41.6 Valid Percent 22.1 100.0 .6 1.3 14.3 Valid Percent 83.8 100.0 91.6 80.5 63.6 Cumulative Percent 22.1 100.0 99.4 98.1 Cumulative Percent 83.8 111 Total Missing Valid Total Missing Valid Frequency System Total 155 1 154 3 Strongly disagree 22 Neither agree nor disagree 9 72 Agree somewhat Disagree somewhat 48 155 1 154 Strongly agree Addressing labour market needs System Total 1 Strongly disagree 14 Neither agree nor disagree 2 61 Agree somewhat Disagree somewhat 76 Frequency Strongly agree Serving the Community .6 99.4 .6 1.3 9.0 39.4 49.0 .6 99.4 1.9 5.8 14.2 46.5 31.0 100.0 Percent 100.0 Percent 100.0 1.9 5.8 14.3 46.8 Valid Percent 31.2 100.0 .6 1.3 9.1 39.6 Valid Percent 49.4 100.0 98.1 92.2 77.9 Cumulative Percent 31.2 100.0 99.4 98.1 89.0 Cumulative Percent 49.4 112 Valid Valid Valid 36 Strongly disagree 26 16 40 Neither agree nor disagree Disagree somewhat Strongly disagree 58 57 31 Strongly agree Agree somewhat Neither agree nor disagree Reducing socio-economic inequality 155 26 Agree somewhat Total 47 Strongly agree Merit based promotion through faculty ranks Frequency 17 Disagree somewhat Frequency 23 Neither agree nor disagree 155 34 Agree somewhat Total 45 Frequency Strongly agree Merit based salary increases 23.2 11.0 14.8 21.9 29.0 25.8 10.3 16.8 16.8 30.3 Percent 20.0 36.8 37.4 100.0 Percent 100.0 Percent 20.3 37.3 Valid Percent 37.9 100.0 25.8 10.3 16.8 16.8 Valid Percent 30.3 100.0 23.2 11.0 14.8 21.9 Valid Percent 29.0 95.4 75.2 Cumulative Percent 37.9 100.0 74.2 63.9 47.1 Cumulative Percent 30.3 100.0 76.8 65.8 51.0 Cumulative Percent 29.0 113 System Total Valid Total Missing Valid Frequency 155 11 Strongly disagree Total 15 Disagree somewhat 8 36 Agree somewhat Neither agree nor disagree 85 155 1 Strongly agree Equality of all faculty members System 154 1 Strongly disagree Total 5 40 Agree somewhat Neither agree nor disagree 108 Frequency 155 2 153 7 Strongly agree Faculty authority to make academic decisions Total Missing Disagree somewhat .6 99.4 .6 3.2 25.8 69.7 7.1 9.7 5.2 23.2 54.8 100.0 Percent 100.0 Percent 100.0 1.3 98.7 4.5 100.0 7.1 9.7 5.2 23.2 Valid Percent 54.8 100.0 .6 3.2 26.0 Valid Percent 70.1 100.0 4.6 100.0 92.9 83.2 78.1 Cumulative Percent 54.8 100.0 99.4 96.1 Cumulative Percent 70.1 100.0 114 Total Missing Valid Total Missing Valid Frequency 34 17 13 Neither agree nor disagree Disagree somewhat Strongly disagree System 155 1 154 66 Agree somewhat Total 24 155 5 150 Strongly agree Selective Student entry (based on merit) System Total 5 Strongly disagree 16 Neither agree nor disagree 1 40 Agree somewhat Disagree somewhat 88 Frequency Strongly agree Focus on excellence in research, teaching and service 3.2 96.8 3.2 .6 10.3 25.8 56.8 .6 99.4 8.4 11.0 21.9 42.6 15.5 100.0 Percent 100.0 Percent 100.0 8.4 11.0 22.1 42.9 Valid Percent 15.6 100.0 3.3 .7 10.7 26.7 Valid Percent 58.7 100.0 91.6 80.5 58.4 Cumulative Percent 15.6 100.0 96.7 96.0 85.3 Cumulative Percent 58.7 115 Total Missing Valid 49 11 10 Neither agree nor disagree Disagree somewhat Strongly disagree System 155 3 152 65 Agree somewhat Total 17 Frequency Strongly agree Meeting provincial government goals 1.9 98.1 6.5 7.1 31.6 41.9 11.0 100.0 Percent 100.0 6.6 7.2 32.2 42.8 Valid Percent 11.2 100.0 93.4 86.2 53.9 Cumulative Percent 11.2 116 117 77 ; I/ 7;6 7;6 7;6 C 9 6 7 ? ? ( ? ? ? % 9 I Total College & other Professional Academic recode_Faculty_areas * initial_academic_vs_educator Crosstabulation initial_academic_vs_educator Much more as Somewhat Equally as an Somewhat an academic more as an academic & more as an academic an educator educator 4 4 17 19 Count 1.55 2.32 16.26 15.87 Expected Count 6.67 6.67 28.33 31.67 % within recode_Faculty_areas % within 100.00 66.67 40.48 46.34 initial_academic_vs_educator 2.58 2.58 10.97 12.26 % of Total 1.97 1.10 0.18 0.79 Std. Residual 0 1 18 15 Count 2.21 15.45 15.08 1.47 Expected Count 0.00 1.75 31.58 26.32 % within recode_Faculty_areas % within 0.00 16.67 42.86 36.59 initial_academic_vs_educator 0.00 0.65 11.61 9.68 % of Total -1.21 -0.81 0.65 -0.02 Std. Residual 0 1 7 7 Count 0.98 1.47 10.30 10.05 Expected Count 0.00 2.63 18.42 18.42 % within recode_Faculty_areas % within 0.00 16.67 16.67 17.07 initial_academic_vs_educator 0.00 0.65 4.52 4.52 % of Total -0.99 -0.39 -1.03 -0.96 Std. Residual 4 6 42 41 Count 4.00 6.00 42.00 41.00 Expected Count 2.58 3.87 27.10 26.45 % within recode_Faculty_areas % within 100.00 100.00 100.00 100.00 initial_academic_vs_educator 2.58 3.87 27.10 26.45 % of Total 60 60.00 100.00 38.71 38.71 57 57.00 100.00 36.77 36.77 38 38.00 100.00 24.52 24.52 155 155.00 100.00 100.00 100.00 25.81 10.32 -1.63 23 22.80 40.35 37.10 14.84 0.04 23 15.20 60.53 37.10 14.84 2.00 62 62.00 40.00 100.00 40.00 Total 16 24.00 26.67 Much more as an educator Q6 When you began work at Kwantlen, did you see yourself more as an academic or more as an educator? 118 Pearson ChiSquare Value 18.08207765 df 8 0.020619486 Asymp. Sig. (2-sided) SIGNIFICANT 119 120 38% # # ?# # # " *# " C 7 *# # 7 D ? G Descriptives Faculty Groups Initial_value_open_access Academic Professional College & other Total Initial_value_student_learning Academic Professional College & other Total Initial_value_teaching_excellence Academic Professional College & other Total Initial_value_community_service Academic Professional College & other Total Initial_value_labour_market Academic Professional College & other Total Initial_value_reducing_inequality Academic Professional College & other Total Initial_value_equality_faculty Academic Professional College & other Total Initial_value_meeting_provgov_goals Academic Professional College & other Total N Mean* 59 58 0.86 0.91 Std. Deviation 1.02 0.90 38 0.71 1.09 155 59 58 0.85 0.22 0.17 0.99 0.53 0.50 38 0.11 0.31 155 59 58 0.17 0.25 0.47 0.47 0.48 0.78 38 0.32 0.70 155 59 57 0.35 1.05 0.86 0.66 1.01 0.97 38 0.58 0.76 154 58 58 0.86 1.60 0.72 0.95 1.04 0.72 37 0.89 0.94 153 59 58 1.10 1.31 1.33 0.99 1.05 0.96 37 0.68 0.82 154 58 58 1.16 1.09 1.41 1.00 1.23 1.35 37 0.57 0.96 153 59 58 1.08 1.93 1.72 1.26 0.85 1.01 37 1.62 0.83 154 1.78 0.91 7 D # " *# ? Initial_value_equality_faculty Initial_value_reducing_inequality Initial_value_labour_market Initial_value_community_service Initial_value_teaching_excellence Initial_value_student_learning Initial_value_open_access 38% # Between Groups Within Groups Total Between Groups Within Groups Total Between Groups Within Groups Total Between Groups Within Groups Total Between Groups Within Groups Total Between Groups Within Groups Total Between Groups Within Groups Total # 152 154 2 152 154 2 152 154 2 151 153 2 150 152 2 151 153 2 150 152 151.30 152.28 0.31 33.99 34.30 1.36 65.83 67.19 5.15 132.99 138.14 24.50 123.03 147.53 11.55 141.39 152.94 16.18 223.72 239.90 df G 2 # 0.98 ANOVA Sum of Squares " 1.49 8.09 0.94 5.77 0.82 12.25 0.88 2.57 0.43 0.68 0.22 0.15 1.00 0.49 Mean Square 5.42 6.17 14.93 2.92 1.57 0.69 0.49 F ?# # 0.01 0.00 0.00 0.06 0.21 0.51 0.61 Sig. 7 SIGNIFICANT SIGNIFICANT SIGNIFICANT NOT SIGNIFICANT NOT SIGNIFICANT NOT SIGNIFICANT NOT SIGNIFICANT C *# 121 Initial_value_meeting_provgov_goals Between Groups Within Groups Total 2 151 153 2.48 124.02 126.49 0.82 1.24 1.51 0.22 NOT SIGNIFICANT 122 ? # " # % *# Initial_Kwantlen_research10 Initial_Kwantlen_teaching_excellence10 Initial_Kwantlen_academic_freedom10 Initial_Kwantlen_student_learning_focus10 Initial_Kwantlen_faculty_autonomy10 Initial_Kwantlen_open_access10 Initial_Kwantlen_high_acad_stds10 7 3)% ANOVA Between Groups Within Groups Total Between Groups Within Groups Total Between Groups Within Groups Total Between Groups Within Groups Total Between Groups Within Groups Total Between Groups Within Groups Total Between Groups Within Groups G # 2 150 152 2 150 152 2 150 152 2 151 153 2 147 149 2 148 150 2 151 90.14 90.47 3.99 62.24 66.24 2.44 104.50 106.94 3.94 73.47 77.40 3.33 120.17 123.50 1.78 96.68 98.46 2.77 87.70 df 0.33 Sum of Squares " 7 0.58 1.39 0.65 0.89 0.82 1.66 0.49 1.97 0.70 1.22 0.41 2.00 0.60 0.17 Mean Square ? 2.39 1.36 2.04 4.04 1.75 4.81 0.28 F # 0.10 0.26 0.13 0.02 0.18 0.01 0.76 Sig. *# NOT SIGNIFICANT NOT SIGNIFICANT NOT SIGNIFICANT SIGNIFICANT NOT SIGNIFICANT SIGNIFICANT NOT SIGNIFICANT + 123 Initial_Kwantlen_excellence10 Initial_Kwantlen_faculty_equality10 Initial_Kwantlen_faculty_authority10 rInitial_Kwantlen_educing_socioeco_inequality10 Initial_Kwantlen_merit_promotion10 Initial_Kwantlen_prov_gov_goals10 Initial_Kwantlen_salary10 Initial_Kwantlen_labour_market10 Initial_Kwantlen_serving_community10 Total Between Groups Within Groups Total Between Groups Within Groups Total Between Groups Within Groups Total Between Groups Within Groups Total Between Groups Within Groups Total Between Groups Within Groups Total Between Groups Within Groups Total Between Groups Within Groups Total Between Groups 0.75 0.35 148 150 2 151 153 2 146 148 2 146 148 2 148 150 2 151 153 2 150 152 2 148 150 2 82.39 85.87 3.49 92.40 95.90 3.76 123.79 127.54 1.20 81.26 82.46 2.26 110.46 112.72 0.71 114.93 115.64 1.83 127.04 128.88 11.10 131.71 142.81 0.94 0.47 0.89 5.55 0.85 0.92 0.76 1.13 0.56 0.60 0.85 1.88 0.61 1.75 0.56 2 3.48 1.74 153 90.47 0.58 6.23 1.08 0.47 1.51 1.08 2.21 2.85 3.13 0.56 0.00 0.34 0.63 0.22 0.34 0.11 0.06 0.05 NOT SIGNIFICANT SIGNIFICANT NOT SIGNIFICANT NOT SIGNIFICANT NOT SIGNIFICANT NOT SIGNIFICANT NOT SIGNIFICANT NOT SIGNIFICANT SIGNIFICANT 124 Initial_Kwantlen_selective_student_entry10 Within Groups Total Between Groups Within Groups Total 148 150 2 151 153 120.33 121.27 7.71 97.23 104.94 0.64 3.86 0.81 5.99 0.00 SIGNIFICANT 125 7 College & other Professional Academic 39.52095808 19.36526946 37.87878788 51.02040816 14.97005988 1.271745871 41 46.63473054 62.12121212 34.74576271 24.5508982 0.825122474 Std. Residual Expected Count % within recode_Faculty_areas % within Initial_involvement_industry_liaison % within recode_Faculty_areas % within Initial_involvement_industry_liaison Expected Count Count Std. Residual % of Total Count 14 11.1497006 36.84210526 28.57142857 24 26.8502994 63.15789474 20.33898305 1.280446331 39.52095808 5.988023952 1.973528034 25 31.73652695 % of Total 22.75449102 100 38 38 100 66 66 37.7245509 37.7245509 100 63 20.40816327 63 44.91525424 Count 15.87301587 Total 84.12698413 Yes 7 % within recode_Faculty_areas % within Initial_involvement_industry_liaison No 77 % 7 18.48502994 G # ? # " 44.51497006 *# Expected Count " # 10 # 53 B. Industry Liaison 3,, 126 " # 77 % " *# Academic Value Count Expected Count % within recode_Faculty_areas % within Initial_involvement_earning_credential Yes 8 16.5988024 12.6984127 18.18181818 44.71544715 7 55 46.4011976 87.3015873 7 0.011892216 No # ? # 8.863742489 2 29.34131737 70.65868263 % of Total Asymp. Sig. (2-sided) 100 100 df 29.34131737 70.65868263 63 63 100 37.7245509 Total 7 SIGNIFICANT 100 100 100 167 49 118 Expected Count % within recode_Faculty_areas % within Initial_involvement_industry_liaison 167 49 118 Count D.Earning an academic credential 3,, Pearson ChiSquare Total 0.853608791 -0.55006741 Std. Residual 22.75449102 8.383233533 14.37125749 % of Total # G 127 Pearson ChiSquare Total College & other Professional Value 11.83716879 Std. Residual Count Expected Count % within recode_Faculty_areas % within Initial_involvement_earning_credential % of Total Count Expected Count % within recode_Faculty_areas % within Initial_involvement_earning_credential % of Total Std. Residual 39.52095808 15.56886228 23.95209581 1.235026075 22.72727273 5.988023952 0.003784893 44 44 26.34730539 100 26.34730539 22.76422764 16.76646707 123 123 73.65269461 100 73.65269461 df 2 0.002689004 Asymp. Sig. (2-sided) 10.01197605 26.31578947 27.98802395 73.68421053 0.002263744 10 28 2.064915786 39.52095808 59.09090909 32.5203252 SIGNIFICANT 100 100 167 167 100 22.75449102 22.75449102 38 100 38 66 66 100 40 48.61077844 60.60606061 1.262331367 Std. Residual Count Expected Count % within recode_Faculty_areas % within Initial_involvement_earning_credential % of Total 37.7245509 4.790419162 2.110569177 26 17.38922156 39.39393939 32.93413174 % of Total 128 " Total College & other Professional Academic G. Research 3,, Std. Residual Count Expected Count % within recode_Faculty_areas % within Initial_involvement_research % of Total Count Expected Count % within recode_Faculty_areas % within Initial_involvement_research % of Total 14.10778443 26.31578947 16.12903226 5.988023952 1.093649697 62 62 37.1257485 100 37.1257485 23.89221557 73.68421053 26.66666667 16.76646707 105 105 62.8742515 100 62.8742515 0.840387206 10 28 21 24.50299401 31.81818182 33.87096774 12.5748503 0.707668424 1.573697285 0.543789745 Std. Residual Count Expected Count % within recode_Faculty_areas % within Initial_involvement_research % of Total Std. Residual 7 31 23.38922156 49.20634921 50 18.56287425 7 Yes # ? # 32 39.61077844 50.79365079 30.47619048 19.16167665 1.209267527 45 41.49700599 68.18181818 42.85714286 26.94610778 *# No " Count Expected Count % within recode_Faculty_areas % within Initial_involvement_research % of Total # 77 % 167 167 100 100 100 38 100 22.75449102 22.75449102 38 66 66 100 39.52095808 39.52095808 63 63 100 37.7245509 37.7245509 Total 7 # G 129 Pearson ChiSquare Value 6.637673298 df 2 0.036194915 Asymp. Sig. (2-sided) SIGNIFICANT 130 " # 77 % " *# Total College & other Professional Academic Count Expected Count % within recode_Faculty_areas % within Initial_involvement_presenting_papers % of Total Std. Residual Count Expected Count % within recode_Faculty_areas Count Expected Count % within recode_Faculty_areas % within Initial_involvement_presenting_papers % of Total Std. Residual Count Expected Count % within recode_Faculty_areas % within Initial_involvement_presenting_papers % of Total Std. Residual F. Presenting papers at conferences 3,, 7 14.10778443 42.10526316 25.80645161 9.580838323 0.503780327 62 62 37.1257485 20.95238095 13.17365269 -0.387117139 105 105 62.8742515 8.982035928 -1.919777417 30.53892216 1.475203975 23.89221557 57.89473684 24.19354839 48.57142857 16 18.56287425 1.573697285 15 24.50299401 22.72727273 19.16167665 -1.209267527 51 41.49700599 77.27272727 22 50 30.47619048 Yes 31 23.38922156 49.20634921 7 32 39.61077844 50.79365079 No Initial_involvement presenting_papers # ? # 63 63 100 167 167 100 22.75449102 22.75449102 38 100 38 39.52095808 39.52095808 66 66 100 37.7245509 37.7245509 Total 7 # G 131 Pearson Chi-Square Value 10.20427749 % within Initial_involvement_presenting_papers % of Total 2 0.006083721 Asymp. Sig. (2-sided) 37.1257485 62.8742515 df 100 100 SIGNIFICANT 100 100 132 ?# change_tenure change_faculty_ranks change_faculty_councils change_senate change_bicameral change_PD_funding change_research more_resources to degrees change_new_degrees 3,! Between Groups Within Groups Total Between Groups Within Groups Total Between Groups Within Groups Total Between Groups Within Groups Total Between Groups Within Groups Total Between Groups Within Groups Total Between Groups Within Groups Total Between Groups Within Groups Total Between Groups Within Groups Total *# 23.51754184 160.4947281 184.0122699 28.3572567 210.4998862 238.8571429 14.06610579 206.4887723 220.554878 3.941025511 180.3305794 184.2716049 3.835708236 139.7566485 143.5923567 4.897595229 228.04719 232.9447853 0.791664937 181.4861128 182.2777778 32.42596283 295.3518149 327.7777778 19.16578483 287.4761905 306.6419753 ANOVA Sum of Squares "# 77 df 2 160 162 2 158 160 2 161 163 2 159 161 2 154 156 2 160 162 2 159 161 2 159 161 2 159 161 11.72252428 10.64239663 5.483695332 1.737428722 2.113312944 1.718098865 0.346788862 8.728113099 5.300195093 14.17862835 1.33227776 7.033052897 1.282538958 1.970512755 1.134154588 1.917854118 0.907510704 2.448797614 1.425294938 0.395832468 1.141422093 16.21298141 1.857558585 9.582892416 1.808026355 F Mean Square 11.75877092 1.003092051 7 0.005910674 0.000253181 0.707487947 0.182700025 0.12432797 0.179296288 0.004966745 4.61293E-05 1.77468E-05 Sig. 7 G SIGNIFICANT SIGNIFICANT NOT SIGNIFICANT NOT SIGNIFICANT NOT SIGNIFICANT NOT SIGNIFICANT SIGNIFICANT SIGNIFICANT SIGNIFICANT 133 ?# change_faculty_ranks change_research change_resources_into_degees change_new_degrees Dependent Variable 3,! "# 77 7 Multiple Comparisons on significant values using LSD (I) (J) Mean recode_Faculty_areas recode_Faculty_areas Difference (IJ) Academic Professional 0.034778226 College & other 0.923714037 0.034778226 Professional Academic College & other 0.888935811 0.923714037 College & other Academic 0.888935811 Professional Academic Professional 0.300717213 College & other 1.109744991 0.300717213 Professional Academic College & other 0.809027778 1.109744991 College & other Academic 0.809027778 Professional Academic Professional 0.374751984 College & other 0.767910768 0.374751984 Professional Academic College & other 0.393158784 0.767910768 College & other Academic 0.393158784 Professional Academic Professional *# Sig. 0.845744541 1.67242E-05 0.845744541 2.9884E-05 1.67242E-05 2.9884E-05 0.147377349 9.59066E-06 0.147377349 0.000962809 9.59066E-06 0.000962809 0.064069104 0.001299067 0.064069104 0.094705529 0.001299067 0.094705529 0.700481139 Std. Error 0.178471895 0.208061289 0.178471895 0.206842716 0.208061289 0.206842716 0.206536822 0.242586757 0.206536822 0.240467369 0.242586757 0.240467369 0.200991125 0.234565505 0.200991125 0.233886482 0.234565505 0.233886482 0.243814846 7 G 134 Professional College & other Academic College & other Academic Professional Professional College & other College & other Academic College & other Academic Professional Professional *. The mean difference is significant at the 0.05 level. change_tenure College & other Academic 0.093958013 1.108544028 0.093958013 1.014586015 1.108544028 1.014586015 0.285714286 0.912698413 0.285714286 0.626984127 0.912698413 0.626984127 0.00013369 0.700481139 0.00043377 0.00013369 0.00043377 0.234813472 0.001413955 0.234813472 0.027025066 0.001413955 0.027025066 0.283134082 0.243814846 0.282293009 0.283134082 0.282293009 0.239578092 0.280930214 0.239578092 0.280930214 0.280930214 0.280930214 135 Pearson Chi-Square Total College & other Professional Academic ( 3,& : *# Value 8.926810723 Count Expected Count % within recode_Faculty_areas % within actions_acad_credential % of Total Count Expected Count % within recode_Faculty_areas % within actions_acad_credential % of Total Count Expected Count % within recode_Faculty_areas % within actions_acad_credential % of Total Count Expected Count % within recode_Faculty_areas % within actions_acad_credential % of Total # " 2 0.011523056 Asymp. Sig. (2-sided) 6 13.58083832 9.523809524 16.66666667 3.592814371 18 14.22754491 27.27272727 50 10.77844311 12 8.191616766 31.57894737 33.33333333 7.185628743 36 36 21.55688623 100 21.55688623 57 49.41916168 90.47619048 43.51145038 34.13173653 48 51.77245509 72.72727273 36.64122137 28.74251497 26 29.80838323 68.42105263 19.84732824 15.56886228 131 131 78.44311377 100 78.44311377 df Yes No 7 SIGNIFICANT 63 63 100 37.7245509 37.7245509 66 66 100 39.52095808 39.52095808 38 38 100 22.75449102 22.75449102 167 167 100 100 100 Total # G 136 " # Pearson Chi-Square Total College & other Professional Academic 3,& : *# Value Count Expected Count % within recode_Faculty_areas % within actions_research % of Total Count Expected Count % within recode_Faculty_areas % within actions_research % of Total Count Expected Count % within recode_Faculty_areas % within actions_research % of Total Count Expected Count % within recode_Faculty_areas % within actions_research % of Total " 6.34387257 7 2 Asymp. Sig. (2-sided) 0.041922346 31 23.38922156 49.20634921 50 18.56287425 20 24.50299401 30.3030303 32.25806452 11.9760479 11 14.10778443 28.94736842 17.74193548 6.586826347 62 62 37.1257485 100 37.1257485 32 39.61077844 50.79365079 30.47619048 19.16167665 46 41.49700599 69.6969697 43.80952381 27.54491018 27 23.89221557 71.05263158 25.71428571 16.16766467 105 105 62.8742515 100 62.8742515 df Yes No 7 SIGNIFICANT 63 63 100 37.7245509 37.7245509 66 66 100 39.52095808 39.52095808 38 38 100 22.75449102 22.75449102 167 167 100 100 100 Total # G 137 7 7 Value " 14.28328045 Count Expected Count % within recode_Faculty_areas % within actions_participation_industry % of Total Count Expected Count % within recode_Faculty_areas % within actions_participation_industry % of Total Count Expected Count % within recode_Faculty_areas % within actions_participation_industry % of Total Count Expected Count % within recode_Faculty_areas % within actions_participation_industry % of Total 3,& : df 2 58 49.80 92.06 43.94 34.73 43 52.17 65.15 32.58 25.75 31 30.04 81.58 23.48 18.56 132 132 79.04 100 79.04 No *# Asymp. Sig. (2-sided) 0.000791453 5 13.20 7.94 14.29 2.99 23 13.83 34.85 65.71 13.77 7 7.96 18.42 20.00 4.19 35 35 20.96 100 20.96 Yes 7 SIGNIFICANT 63 63 100 37.72 37.72 66 66 100 39.52 39.52 38 38 100 22.75 22.75 167 167 100 100 100 Total # G 138 Pearson Chi-Square Total College & other Professional Academic 6 3,& : Value 7.274362493 *# Count Expected Count % within recode_Faculty_areas % within actions_student_focus % of Total Count Expected Count % within recode_Faculty_areas % within actions_student_focus % of Total Count Expected Count % within recode_Faculty_areas % within actions_student_focus % of Total Count Expected Count % within recode_Faculty_areas % within actions_student_focus % of Total 7 " 2 Asymp. Sig. (2-sided) 0.026326447 22 28.29341317 34.92063492 29.33333333 13.17365269 38 29.64071856 57.57575758 50.66666667 22.75449102 15 17.06586826 39.47368421 20 8.982035928 75 75 44.91017964 100 44.91017964 41 34.70658683 65.07936508 44.56521739 24.5508982 28 36.35928144 42.42424242 30.43478261 16.76646707 23 20.93413174 60.52631579 25 13.77245509 92 92 55.08982036 100 55.08982036 df Yes No 7 SIGNIFICANT 63 63 100 37.7245509 37.7245509 66 66 100 39.52095808 39.52095808 38 38 100 22.75449102 22.75449102 167 167 100 100 100 Total # G 139 Pearson Chi-Square Total College & other Professional Academic 7 3,& : 6 Value 8.269976422 *# Count Expected Count % within recode_Faculty_areas % within actions_KFA % of Total Count Expected Count % within recode_Faculty_areas % within actions_KFA % of Total Count Expected Count % within recode_Faculty_areas % within actions_KFA % of Total Count Expected Count % within recode_Faculty_areas % within actions_KFA % of Total *6 C*# " 2 Asymp. Sig. (2-sided) 0.016002854 12 10.56287425 19.04761905 42.85714286 7.185628743 5 11.06586826 7.575757576 17.85714286 2.994011976 11 6.371257485 28.94736842 39.28571429 6.586826347 28 28 16.76646707 100 16.76646707 51 52.43712575 80.95238095 36.69064748 30.53892216 61 54.93413174 92.42424242 43.88489209 36.52694611 27 31.62874251 71.05263158 19.42446043 16.16766467 139 139 83.23353293 100 83.23353293 df Yes No D 7 SIGNIFICANT 63 63 100 37.7245509 37.7245509 66 66 100 39.52095808 39.52095808 38 38 100 22.75449102 22.75449102 167 167 100 100 100 Total # G 140 *# Consequent_selective_ student entry19 Consequent_excellence19 Consequent_labour_market19 Consequent_community_ service 19 Consequent_research19 Consequent_open_access19 3,8 ? Between Groups Within Groups Total Between Groups Within Groups Total Between Groups Within Groups Total Between Groups Within Groups Total Between Groups Within Groups Total Between Groups Within Groups Total 7 # 2 158 160 2 159 161 2 160 162 2 159 161 2 155 157 2 151 153 93.06955829 97.77639752 5.828718104 110.7391831 116.5679012 8.854299976 91.3297491 100.1840491 3.528233151 82.91621129 86.44444444 4.556942135 100.4303996 104.9873418 6.873625009 113.0224789 119.8961039 df 4.706839228 ANOVA Sum of Squares Mean Square 0.748493238 3.436812504 0.647938062 2.278471067 0.521485606 1.764116576 0.570810932 4.427149988 0.69647285 2.914359052 0.589047837 2.353419614 + 7 4.591641356 3.516495172 3.382867248 7.755895587 4.184454646 3.99529455 F 0.011592089 0.032095154 0.036411434 0.00060967 0.016940487 0.020291588 Sig. % # SIGNIFICANT SIGNIFICANT SIGNIFICANT SIGNIFICANT SIGNIFICANT SIGNIFICANT G 141 Consequent_selective_student_entry19 Consequent_excellence19 Consequent_labour_market19 Professional Academic Professional Academic College & other Professional College & other Professional Academic College & other Academic College & other Professional Academic Professional College & other Academic College & other Academic Professional Professional College & other Academic Professional Professional College & other Academic College & other Academic Professional Academic College & other Academic Professional Professional College & other Academic College & other Professional College & other Academic College & other -0.06 0.38 0.06 0.43 -0.38 -0.43 -0.26 -0.50 0.50 0.23 -0.29 0.32 0.29 0.61 -0.32 -0.61 0.16 0.39 -0.22 -0.39 -0.37 -0.31 0.37 0.05 -0.20 -0.57 0.20 -0.37 Multiple Comparisons on significant values using LSD (I) (J) Mean recode_Faculty_areas recode_Faculty_areas Difference (I-J) Consequent_community_service19 Consequent_research19 Consequent_open_access19 Dependent Variable 0.14 0.16 0.14 0.16 0.16 0.16 0.15 0.18 0.18 0.17 0.13 0.16 0.13 0.16 0.16 0.16 0.13 0.15 0.15 0.15 0.15 0.17 0.15 0.17 0.16 0.19 0.16 0.19 Std. Error 0.67 0.02 0.67 0.01 0.02 0.01 0.08 0.01 0.01 0.18 0.03 0.04 0.03 0.00 0.04 0.00 0.20 0.01 0.14 0.01 0.01 0.07 0.01 0.76 0.21 0.00 0.21 0.05 Sig. 142 College & other Academic Professional 0.57 0.37 0.19 0.19 0.00 0.05 143 *# 7 *. The mean difference is significant at the 0.05 level. College & other Professional Academic (I) recode_Faculty_areas Between Groups Within Groups Total 62 65 37 164 10.53904075 153.2658373 163.804878 Sum of Squares N Descriptives ? ANOVA 7 df 2 161 163 1.467741935 1.430769231 2.054054054 1.585365854 Mean* " Mean Square 5.269520374 0.951961722 Std. Deviation 0.935944196 0.983762401 1.025939839 1.002465911 Professional College & other Academic College & other Academic Professional -0.036972705 -0.623284823 0.586312119 0.623284823 0.036972705 0.173204464 -0.586312119 0.173204464 0.200933472 0.202689212 0.200933472 Multiple Comparisons on significant values using LSD (J) Mean Difference (I-J) Std. Error recode_Faculty_areas prof_status_enhance_vs_erode Academic Professional College & other Total prof_status_enhance_vs_erode 3.2 J # G 0.831236098 0.004348737 0.831236098 0.002270783 0.004348737 0.002270783 Sig. 5.535433043 F NOT SIGNIFICANT SIGNIFICANT NOT SIGNIFICANT SIGNIFICANT SIGNIFICANT SIGNIFICANT 0.004731968 Sig. SIGNIFICANT *higher means are associated with greater erosion; lower means with greater enhancement # 144 ? # N 7 62 65 37 164 14.73311093 147.2424988 161.9756098 ANOVA Sum of Squares - df 2 161 163 2.016129032 1.723076923 2.513513514 2.012195122 Mean Dependent Variable Multiple Comparisons on significant values using LSD (I) (J) Mean recode_Faculty_areas recode_Faculty_areas Difference (IJ) 0.293052109 current_id_support_vs_nonsupport Academic Professional College & other 0.497384481 Professional Academic 0.293052109 -0.79043659 College & other 0.497384481 College & other Academic 0.79043659 Professional *. The mean difference is significant at the 0.05 level. Between Groups Within Groups Total Descriptives current_id_support_vs_nonsupport G 7 Academic Professional College & other Total *# current_id_support_vs_nonsupport 3.& 77 Sig. 0.08622924 0.013289577 0.08622924 9.14746E-05 0.013289577 9.14746E-05 0.169766889 0.198666455 0.169766889 0.196945561 0.198666455 0.196945561 8.054844486 F Std. Error Mean Square 7.366555465 0.914549682 Std. Deviation 0.931980713 0.943856655 1.017120708 0.996852746 0.000463422 Sig. 77 145 # - Consequent_values_provgov_goals Consequent_values_selective_student_entry Consequent_values_faculty_equality Consequent_values_merit_promo Consequent_values_merit_increase Consequent_values_labour_market Consequent_values_student_focus Consequent_values_faculty_autonomy 3.) Between Groups Within Groups Total Between Groups Within Groups Total Between Groups Within Groups Total Between Groups Within Groups Total Between Groups Within Groups Total Between Groups Within Groups Total Between Groups Within Groups Total Between 0.438694834 1.529313187 4.885334419 158 160 2 159 161 2 159 161 2 160 162 2 160 162 2 160 162 2 159 161 2 69.31378385 72.1242236 1.646803351 36.18035714 37.82716049 23.72451499 112.2507937 135.9753086 54.07173195 318.6153846 372.6871166 40.24830521 349.5921856 389.8404908 11.32216005 244.6901099 256.0122699 9.770668837 203.9824176 213.7530864 6.787762417 3.393881208 1.282908287 5.661080024 2.18495116 20.1241526 1.991346154 27.03586597 0.705979834 11.8622575 0.227549416 0.823401675 1.405219878 Mean Square 2 df + 2.810439756 ANOVA Sum of Squares *# 3.486889258 3.808015327 3.701713994 9.210344364 13.57667823 16.80254438 3.618562025 3.203183095 F 7 0.032986176 0.024243039 0.026819511 0.000163675 3.57922E-06 2.39875E-07 0.029053205 0.043285064 Sig. G SIGNIFICANT SIGNIFICANT SIGNIFICANT SIGNIFICANT SIGNIFICANT SIGNIFICANT SIGNIFICANT SIGNIFICANT 146 Consequent_values_merit_increase Consequent_values_labour_market Consequent_values_student_focus Consequent_values_faculty_autonomy Dependent Variable 152.8122376 159.6 157 159 0.973326354 Multiple Comparisons on significant values using LSD (I) (J) Mean recode_Faculty_areas recode_Faculty_areas Difference (IJ) Academic Professional 0.119543651 College & other 0.356676004 0.119543651 Professional Academic College & other 0.237132353 0.356676004 College & other Academic 0.237132353 Professional 0.191964286 Academic Professional 0.228571429 College & other Professional Academic 0.191964286 0.036607143 College & other College & other Academic 0.228571429 Professional 0.036607143 0.83531746 Academic Professional 0.66031746 College & other -0.83531746 Professional Academic -0.175 College & other -0.66031746 College & other Academic 0.175 Professional 0.781684982 Academic Professional Groups Within Groups Total Sig. 0.310727413 0.012366205 0.310727413 0.093568537 0.012366205 0.093568537 0.024708721 0.02437304 0.024708721 0.715570452 0.02437304 0.715570452 9.13734E-08 0.000268163 9.13734E-08 0.323330513 0.000268163 0.323330513 0.002057354 Std. Error 0.117550061 0.140947506 0.117550061 0.140561005 0.140947506 0.140561005 0.084660233 0.100564941 0.084660233 0.100283954 0.100564941 0.100283954 0.149120636 0.177135207 0.149120636 0.176640277 0.177135207 0.176640277 0.249489005 147 Consequent_values_selective_student_entry Consequent_values_faculty_equality Consequent_values_merit_promo College & other Academic College & other Academic Professional College & other College & other Professional Academic Academic College & other Professional Professional Academic College & other College & other Academic Professional Professional College & other Academic Professional Academic College & other Professional College & other College & other Academic Professional Professional Academic Academic Professional College & other 0.723809524 0.781684982 1.505494505 0.723809524 1.505494505 0.644200244 0.663492063 0.644200244 1.307692308 0.663492063 1.307692308 0.141391941 0.695238095 0.141391941 0.553846154 0.695238095 0.553846154 0.232967033 0.428571429 0.232967033 0.661538462 0.428571429 0.661538462 0.016076051 0.002057354 1.00101E-06 0.016076051 1.00101E-06 0.014756786 0.034772148 0.014756786 4.08755E-05 0.034772148 4.08755E-05 0.518757026 0.008446676 0.518757026 0.034188125 0.008446676 0.034188125 0.24642149 0.07730333 0.24642149 0.006468107 0.07730333 0.006468107 0.297496678 0.249489005 0.295857566 0.297496678 0.295857566 0.261335795 0.311623074 0.261335795 0.30990613 0.311623074 0.30990613 0.218638303 0.260709561 0.218638303 0.259273133 0.260709561 0.259273133 0.200251527 0.241031575 0.200251527 0.239728278 0.241031575 0.239728278 148 Consequent_values_provgov_goals College & other Academic Professional Academic Professional College & other Professional College & other Academic 0.456477215 0.129493088 0.456477215 0.326984127 0.129493088 0.326984127 0.01060536 0.535622371 0.01060536 0.117933318 0.535622371 0.117933318 0.176489197 0.208586041 0.176489197 0.207987858 0.208586041 0.207987858 149 150 77 ; -9 Pearson Chi-Square Total Doctorate or more recode_credential MA or less Value Count Expected Count % within recode_credential % within Career_Aspiration % of Total Count Expected Count % within recode_credential % within Career_Aspiration % of Total Count Expected Count % within recode_credential % within Career_Aspiration % of Total 11.72185596 df 3 14 13.23 13.86 73.68 9.66 5 5.77 11.36 26.32 3.45 19 19 13.10 100 13.10 Asymp. Sig. (2-sided) 0.008399315 44 36.22 43.56 84.62 30.34 8 15.78 18.18 15.38 5.52 52 52 35.86 100 35.86 18 24.38 17.82 51.43 12.41 17 10.62 38.64 48.57 11.72 35 35 24.14 100 24.14 To be a University Professor SIGNIFICANT 25 27.17 24.75 64.10 17.24 14 11.83 31.82 35.90 9.66 39 39 26.90 100 26.90 Q3 When you began work at Kwantlen, what was your career aspiration? Crosstab Career_Aspiration Other To be a To be a College University Instructor College Educator Total 101 101 100 69.66 69.66 44 44 100 30.34 30.34 145 145 100 100 100 151 Pearson ChiSquare Value 38.73 df 4 0.00 Asymp. Sig. (2-sided) SIGNIFICANT Q6 When you began work at Kwantlen, did you see yourself more as an academic or more as an educator? Crosstab initial_academic_vs_educator Much more Somewhat Equally as an Somewhat Much more as as an more as an academic & more as an an educator recode_credentia academic academic an educator educator l 0 0 25 27 54 MA or less Count 2.85 4.27 29.17 27.74 41.97 Expected Count 0 0 23.58 25.47 50.94 % within recode_credential % within 0 0 60.98 69.23 91.53 initial_academic_vs_educator 0 0 16.78 18.12 36.24 % of Total Doctorate or 6 16 12 5 4 more Count 1.15 1.73 11.83 11.26 17.03 Expected Count 9.30 13.95 37.21 27.91 11.63 % within recode_credential % within 100 100 39.02 30.77 8.47 initial_academic_vs_educator 2.68 4.03 10.74 8.05 3.36 % of Total 4 6 41 39 59 Total Count 4 6 41 39 59 Expected Count 2.68 4.03 27.52 26.17 39.60 % within recode_credential % within 100 100 100 100 100 initial_academic_vs_educator 2.68 4.03 27.52 26.17 39.60 % of Total 106 106 100 100 100 28.86 149 149 100 28.86 43 100 43 71.14 71.14 Total 152 7 *# # " *# 7 D # MA or less Doctorate or more MA or less Doctorate or more MA or less Doctorate or more MA or less Doctorate or more MA or less Doctorate or more MA or less Doctorate or more MA or less Doctorate or more MA or less Doctorate or more Group Statistics recode_credential ? " # N 106 43 106 43 106 43 105 43 106 42 106 43 106 42 106 43 # Initial_value_open_access Initial_value_student_learning Initial_value_teaching_excellence Initial_value_community_service t -1.860 -1.070 0.198 -3.648 df 147 147 147 146 Independent Samples Test t-test for Equality of Means Initial_value_meeting_provgov_goals Initial_value_equality_faculty Initial_value_reducing_inequality Initial_value_labour_market Initial_value_community_service Initial_value_teaching_excellence Initial_value_student_learning Initial_value_open_access 3) C 0.065 0.286 0.844 0.000 Sig. (2tailed) 0.78 1.12 0.14 0.23 0.35 0.33 0.70 1.30 1.00 1.36 1.14 1.23 0.94 1.52 1.77 1.86 Mean* 0.09 0.16 0.04 0.08 0.07 0.08 0.08 0.16 0.09 0.17 0.10 0.15 0.12 0.21 0.09 0.14 Std. Error Mean # NOT SIGNIFICANT NOT SIGNIFICANT NOT SIGNIFICANT SIGNIFICANT 0.98 1.03 0.45 0.53 0.70 0.52 0.84 1.08 0.93 1.10 1.02 1.00 1.20 1.35 0.91 0.91 Std. Deviation G ?# 153 Initial_value_labour_market Initial_value_reducing_inequality Initial_value_equality_faculty Initial_value_meeting_provgov_goals -2.003 -0.498 -2.558 -0.528 146 147 146 147 0.068 0.620 0.012 0.598 NOT SIGNIFICANT NOT SIGNIFICANT SIGNIFICANT NOT SIGNIFICANT 154 ? # # " *# MA or less Doctorate or more MA or less Doctorate or more MA or less Doctorate or more MA or less Doctorate or more Doctorate or more MA or less Doctorate or more Group Statistics recode_credential G N 105 43 106 42 103 43 104 40 42 106 43 " # 2.03 1.72 2.06 1.95 1.82 1.51 2.05 1.73 1.21 0.94 0.60 Mean* Independent Samples Test t-test for Equality of Means t df Sig. (2tailed) 2.14 68.98 0.04 Initial_Kwantlen_high_acad_stds10 146 0.50 0.68 Initial_Kwantlen_faculty_autonomy10 2.24 144 0.03 Initial_Kwantlen_serving_community10 2.16 58.97 0.03 Initial_Kwantlen_prov_gov_goals10 1.98 144 0.05 Initial_Kwantlen_excellence10 2.30 147 0.02 Initial_Kwantlen_selective_student_entry10 Initial_Kwantlen_selective_student_entry10 Initial_Kwantlen_prov_gov_goals10 Initial_Kwantlen_serving_community10 Initial_Kwantlen_faculty_autonomy10 Initial_Kwantlen_high_acad_stds10 3,2 # Std. Error Mean 0.07 0.13 0.08 0.14 0.07 0.11 0.07 0.13 0.15 0.08 0.11 SIGNIFICANT SIGNIFICANT SIGNIFICANT SIGNIFICANT SIGNIFICANT SIGNIFICANT 0.71 0.83 0.83 0.88 0.75 0.74 0.67 0.85 0.98 0.85 0.73 Std. Deviation ? *# K 155 Pearson ChiSquare Total Doctorate or more MA or less G. Research 3,. " *# Value Count Expected Count % within recode_credential % within Initial_involvement_research % of Total Count Expected Count % within recode_credential % within Initial_involvement_research % of Total Count Expected Count % within recode_credential % within Initial_involvement_research % of Total # 15.67 Crosstab 7 7 df No 17.04 59.57 48.28 17.5 58 58 36.25 100 36.25 29.96 40.43 18.63 11.88 102 102 63.75 100 63.75 1 47 28 19 8E-05 Asymp. Sig. (2sided) 70.63 18.75 51.88 SIGNIFICANT 100 100 29.38 160 160 100 29.38 47 100 70.63 51.72 113 113 100 81.37 Total 30 40.96 26.55 7 83 72.04 73.45 Yes Initial_involvement_research # ? # # G 156 Pearson ChiSquare Total Doctorate or more recode_credential MA or less Crosstab Value 9.73 Count Expected Count % within recode_credential % within Initial_involvement_presenting_papers % of Total Count Expected Count % within recode_credential % within Initial_involvement_presenting_papers % of Total Count Expected Count % within recode_credential % within Initial_involvement_presenting_papers % of Total F. Presenting papers at conferences df 44.07 16.25 59 59 36.88 100 36.88 20.79 13.13 101 101 63.13 100 63.13 1 20.625 26 17.33 55.32 50 21 29.67 44.68 0.00 Asymp. Sig. (2sided) 55.93 79.21 Initial_involvement_presenting_papers No Yes 80 33 71.33 41.67 70.80 29.20 SIGNIFICANT 100 100 29.38 160 160 100 29.38 70.63 47 47 100 70.63 Total 113 113 100 157 Pearson ChiSquare Total Doctorate or more recode_credential MA or less Crosstab Value 12.26 Count Expected Count % within recode_credential % within Initial_involvement_writing_journal % of Total Count Expected Count % within recode_credential % within Initial_involvement_writing_journal % of Total Count Expected Count % within recode_credential % within Initial_involvement_writing_journal % of Total I. Writing journal articles df 52.78 11.88 36 36 22.5 100 22.5 22.58 17.5 124 124 77.5 100 77.5 1 10.58 40.43 36.43 59.57 0.00 Asymp. Sig. (2sided) 47 19 28 SIGNIFICANT 100 100 29.38 160 160 100 29.38 47 100 70.63 10.625 60 70.63 47.22 Total 113 113 100 77.42 Initial_involvement_writing_journal No Yes 96 17 87.58 25.43 84.96 15.04 158 Pearson ChiSquare Total Doctorate or more MA or less recode_credential B. Industry Liaison 89.13 25.625 63.16 45 % within recode_credential % within Initial_involvement_industry_liaison % of Total Value 10.66 % within recode_credential % within Initial_involvement_industry_liaison 1 0.00 Asymp. Sig. (2sided) 28.75 71.25 Expected Count 100 46 114 Count 100 3.13 26.25 % of Total 46 10.87 36.84 % within recode_credential % within Initial_involvement_industry_liaison 28.75 10.64 89.36 114 13.51 33.49 Expected Count 71.25 5 Count 42 df 36.28 63.72 % of Total 32.49 80.51 Expected Count Yes 41 No Initial_involvement_industry_liaison 72 Count Crosstab SIGNIFICANT 100 100 100 160 160 29.38 29.38 100 47 47 70.63 70.63 100 113 113 Total 159 ?# "# 77 MA or less Doctorate or more MA or less Doctorate or more MA or less Doctorate or more MA or less Doctorate or more MA or less Doctorate or more MA or less Doctorate or more MA or less Doctorate or more MA or less Doctorate or more MA or less Doctorate or more Group Statistics recode_credential *# N t 1.85 3.83 5.26 4.65 -2.33 df 111 47 112 44 113 46 112 45 108 44 112 46 111 46 113 44 112 45 158 113.55 127.59 108.72 155 Independent Samples Test t-test for Equality of Means Does_kwantlen_Univ_support_career change_new_degrees change_resources_into_degees change_research change_PD_funding change_tenure change_faculty_ranks change_faculty_councils change_senate change_bicameral change_PD_funding change_research change_resources_into_degees change_new_degrees 3 ,$ Sig. (2tailed) 0.07 0.00 0.00 0.00 0.02 1.30 0.68 1.53 0.64 1.55 0.74 1.25 1.69 2.06 1.64 2.14 1.59 1.59 1.37 2.67 1.52 2.65 1.53 Mean* 7 Std. Error Mean 0.11 0.12 0.12 0.12 0.11 0.13 0.10 0.14 0.09 0.16 0.11 0.19 0.10 0.16 0.12 0.23 0.11 0.22 NOT SIGNIFICANT SIGNIFICANT SIGNIFICANT SIGNIFICANT SIGNIFICANT Std. Deviation 1.11 0.84 1.29 0.78 1.19 0.91 1.11 0.95 0.89 1.06 1.13 1.29 1.04 1.08 1.26 1.50 1.21 1.46 7 G 160 change_bicameral change_senate change_faculty_councils change_faculty_ranks change_tenure 2.31 2.69 1.17 4.85 4.94 69.32 156 155 155 155 0.02 0.01 0.24 0.00 0.00 SIGNIFICANT SIGNIFICANT NOT SIGNIFICANT SIGNIFICANT SIGNIFICANT 161 " # Pearson ChiSquare Total Doctorate or more recode_credential MA or less L 3 ,& : Crosstab 7H *# Value Count Expected Count % within recode_credential % within actions_apply_acad_credential % of Total Count Expected Count % within recode_credential % within actions_apply_acad_credential % of Total Count Expected Count % within recode_credential % within actions_apply_acad_credential % of Total I " 1.27 df 1 110 110.88 97.35 70.06 68.75 47 46.12 100 29.94 29.38 157 157 98.13 100 98.13 No 3 2.12 2.65 100 1.88 0 0.88 0 0 0 3 3 1.88 100 1.88 0.26 Asymp. Sig. (2-sided) Yes actions_apply_acad_ credential 7 NOT SIGNIFICANT Total 113 113 100 70.63 70.63 47 47 100 29.38 29.38 160 160 100 100 100 # G 162 Pearson ChiSquare Total Doctorate or more recode_credential MA or less L( Crosstab Value % within actions_acad_credential % of Total Count Expected Count % within recode_credential % within actions_acad_credential % of Total Count Expected Count % within recode_credential % within actions_acad_credential % of Total Count Expected Count % within recode_credential # 5.37 H df 1 0.02 Asymp. Sig. (2-sided) actions_acad_credential No Yes 82 31 87.58 25.43 72.57 27.43 66.13 86.11 51.25 19.375 42 5 10.58 36.43 89.36 10.64 13.89 33.87 26.25 3.125 124 36 124 36 77.5 22.5 100 100 77.5 22.5 SIGNIFICANT Total 113 113 100 70.63 70.63 47 47 100 29.38 29.38 160 160 100 100 100 163 7 Pearson ChiSquare Total Doctorate or more recode_credential MA or less L Value H Crosstab Count Expected Count % within recode_credential % within actions_participation_industry % of Total Count Expected Count % within recode_credential % within actions_participation_industry % of Total Count Expected Count % within recode_credential % within actions_participation_industry % of Total 7 4.05 df No 1 85 89.69 75.22 66.93 53.13 42 37.31 89.36 33.07 26.25 127 127 79.38 100 79.38 0.04 Asymp. Sig. (2-sided) 28 23.31 24.78 84.85 17.5 5 9.69 10.64 15.15 3.13 33 33 20.63 100 20.63 Yes actions_participation _industry SIGNIFICANT Total 113 113 100 70.63 70.63 47 47 100 29.38 29.38 160 160 100 100 100 164 Pearson ChiSquare Total Doctorate or more recode_credential MA or less L6 Value Count Expected Count % within recode_credential % within actions_student_focus % of Total Count Expected Count % within recode_credential % within actions_student_focus % of Total Count Expected Count % within recode_credential % within actions_student_focus % of Total 7 4.60 Crosstab H df 1 56 62.15 49.56 63.64 35 32 25.85 68.09 36.36 20 88 88 55 100 55 No 0.03 Asymp. Sig. (2-sided) 57 50.85 50.44 79.17 35.63 15 21.15 31.91 20.83 9.375 72 72 45 100 45 Yes actions_student_focus SIGNIFICANT Total 113 113 100 70.63 70.63 47 47 100 29.38 29.38 160 160 100 100 100 165 ? # Pearson Chi-Square Total Doctorate or more recode_credential MA or less 3 .. Value Count Expected Count % within recode_credential % within current_self_identification % of Total Count Expected Count % within recode_credential % within current_self_identification % of Total Count Expected Count % within recode_credential % within current_self_identification % of Total G 12.96 df 3 29 28.27 27.36 72.5 19.33 11 11.73 25 27.5 7.33 40 40 26.67 100 26.67 Other Asymp. Sig. (2sided) 0.00 9 9.89 8.49 64.29 6 5 4.11 11.36 35.71 3.33 14 14 9.33 100 9.33 12 19.08 11.32 44.44 8 15 7.92 34.09 55.56 10 27 27 18 100 18 As a University Professor SIGNIFICANT 56 48.76 52.83 81.16 37.33 13 20.24 29.55 18.84 8.67 69 69 46 100 46 current_self_identification As a As a College University Instructor Educator 106 106 100 70.67 70.67 44 44 100 29.33 29.33 150 150 100 100 100 Total 166 Pearson ChiSquare Total Doctorate or more recode_credential MA or less 3 .8 J # ? Value Count Expected Count % within recode_credential % within current_academic_vs_educator % of Total Count Expected Count % within recode_credential % within current_academic_vs_educator % of Total Count Expected Count % within recode_credential % within current_academic_vs_educator % of Total 25.06 df 4 2 5.64 1.79 25 1.26 6 2.36 12.77 75 3.77 8 8 5.03 100 5.03 Much more as an academic Crosstab G 4.87E-05 Asymp. Sig. (2-sided) 9 14.79 8.04 42.86 5.66 12 6.21 25.53 57.14 7.55 21 21 13.21 100 13.21 Somewhat more as an academic 25 23.25 22.32 75.76 15.72 8 9.75 17.02 24.24 5.03 33 33 20.75 100 20.75 Somewhat more as an educator SIGNIFICANT 36 37.33 32.14 67.92 22.64 17 15.67 36.17 32.08 10.69 53 53 33.33 100 33.33 Equally as an academic and an educator current_academic_vs_educator 40 30.99 35.71 90.91 25.16 4 13.01 8.51 9.09 2.52 44 44 27.67 100 27.67 Much more as an educator 112 112 100 70.44 70.44 47 47 100 29.56 29.56 159 159 100 100 100 Total 167 # - Consequent_values_excellence Consequent_values_faculty_equality Consequent_values_faculty_authority Consequent_values_socioeco_reduction Consequent_values_merit_promo Consequent_values_merit_increase Consequent_values_labour_market Consequent_values_community_service Consequent_values_research Consequent_values_teaching_excellence Consequent_values_academic_freedom Consequent_values_student_focus Consequent_values_faculty_autonomy Consequent_values_open_access Consequent_values_acad_stds 3 .) MA or less Doctorate or more MA or less Doctorate or more MA or less Doctorate or more MA or less Doctorate or more MA or less Doctorate or more MA or less Doctorate or more MA or less Doctorate or more MA or less Doctorate or more MA or less Doctorate or more MA or less Doctorate or more MA or less Doctorate or more MA or less Doctorate or more MA or less Doctorate or more MA or less Doctorate or more MA or less Group Statistics recode_credential N 112 47 112 47 110 47 111 47 112 47 112 46 111 47 111 47 111 47 112 47 112 47 111 46 111 47 112 47 109 *# Mean 0.40 0.21 0.85 0.98 0.50 0.43 0.10 0.30 0.42 0.32 0.11 0.39 1.57 1.04 0.57 0.81 0.93 1.13 1.82 1.53 1.95 1.49 0.89 1.00 0.40 0.28 0.66 1.49 0.67 + Std. Deviation 0.61 0.69 1.02 1.05 0.62 0.80 0.30 0.75 0.74 0.75 0.34 0.74 1.20 1.04 0.67 0.90 0.89 0.95 1.50 1.53 1.50 1.61 0.87 0.87 0.58 0.68 1.04 1.54 0.94 7 Std. Error Mean 0.06 0.10 0.10 0.15 0.06 0.12 0.03 0.11 0.07 0.11 0.03 0.11 0.11 0.15 0.06 0.13 0.08 0.14 0.14 0.22 0.14 0.24 0.08 0.13 0.05 0.10 0.10 0.23 0.09 G 168 Doctorate or more MA or less Doctorate or more MA or less Doctorate or more 45 111 47 110 46 t 0.48 1.63 -0.73 0.63 -1.76 0.77 -2.48 2.62 -1.86 -1.26 1.11 1.71 -0.71 1.13 -3.37 0.82 0.04 -0.29 157 77.41 157 155 52.36 157 52.80 156 156 156 157 157 155 156 64.37 152 156 154 df Independent Samples Test t-test for Equality of Means current_id_support_vs_nonsupport Consequent_values_acad_stds Consequent_values_open_access Consequent_values_faculty_autonomy Consequent_values_student_focus Consequent_values_academic_freedom Consequent_values_teaching_excellence Consequent_values_research Consequent_values_community_service Consequent_values_labour_market Consequent_values_merit_increase Consequent_values_merit_promo Consequent_values_socioeco_reduction Consequent_values_faculty_authority Consequent_values_faculty_equality Consequent_values_excellence Consequent_values_selective_student_entry Consequent_values_provgov_goals Consequent_values_provgov_goals Consequent_values_selective_student_entry 0.63 0.11 0.47 0.53 0.08 0.44 0.02 0.01 0.06 0.21 0.27 0.09 0.48 0.26 0.00 0.41 0.96 0.77 Sig. (2-tailed) 0.53 1.54 1.53 1.54 1.59 0.14 0.11 0.17 0.09 0.17 NOT SIGNIFICANT NOT SIGNIFICANT NOT SIGNIFICANT NOT SIGNIFICANT NOT SIGNIFICANT NOT SIGNIFICANT SIGNIFICANT SIGNIFICANT NOT SIGNIFICANT NOT SIGNIFICANT NOT SIGNIFICANT NOT SIGNIFICANT NOT SIGNIFICANT NOT SIGNIFICANT SIGNIFICANT NOT SIGNIFICANT NOT SIGNIFICANT NOT SIGNIFICANT 0.92 1.12 1.14 0.92 1.13 169