Table VI Binominal logistic regressions...

Table VI

Binominal logistic regressions predicting KD Outcomes

Panel a
Model	1	2	3	4	5
Dependent variable	PRJ (FT45)	PRJ (4+)	PRJ (1-3)	PRJ Bridge	Research Gate
Independent variables
Strategic orientation	2.073*** (0.220)	1.239*** (0.163)	0.843*** (0.166)	0.792* (0.343)	0.513*** (0.144)
Accreditation	1.114*** (0.271)	0.574* (0.246)	6.216* (0.255)	−0.376 (0.414)	0.645** (0.221)
Terminal degree	2.947*** (0.523)	1.991*** (0.359)	1.752*** (0.356)	1.111 (0.807)	1.065** (0.344)
Practitioner exp.	0.321 (0.260)	0.446 (0.274)	0.560 (0.321)	0.619 (0.415)	−0.191 (0.234)
Interdisciplinary	0.821* (0.407)	0.259 (0.396)	0.233 (0.425)	0.875 (0.518)	−0.479 (0.351)
PhD rank	−0.280 (0.276)	0.168 (0.308)	0.542 (0.389)	0.138 (0.437)	0.324 (0.260)
Discipline	0.017 (0.030)	0.045 (0.028)	0.033 (0.031)	−0.018 (0.050)	−0.039 (0.026)
Gender	−0.539* (0.254)	−0.604* (0.244)	−0.323 (0.256)	0.335 (0.484)	−0.079 (0.216)
Tenured	0.502* (0.246)	0.983*** (0.234)	1.261*** (0.250)	0.961* (0.489)	1.244*** (0.213)
Constant	−8.803*** (0.922)	−4.887*** (0.645)	−3.452 (0.650)	−6.697*** (1.288)	−2.874*** (0.558)
Percentage correct	77.8	76.3	80.5	94.1	51.4
χ²	225.959***	165.743***	122.675***	24.006**	114.346***
Df	8	8	8	8	8
−2 Log likelihood	488.280	519.687	452.553	211.306	610.255
Cox and Snell R²	0.351	0.272	0.209	0.045	0.196
Nagelkerke R²	0.471	0.372	0.313	0.124	0.262
Panel b
Model	6	7	8	9	10
Dependent variable	In-Class	Textbook publishing	Other book publishing	Practitioner engagement	YouTube
Independent variables
Strategic orientation	−0.456* (0.232)	0.624** (0.184)	0.289* (0.140)	0.156 (0.156)	−0.189 (0.195)
Accreditation	0.850* (0.410)	0.727* (0.290)	−0.038 (0.216)	0.162 (0.239)	0.995** (0.350)
Terminal degree	1.458** (0.539)	−0.282 (0.392)	0.335 (0.317)	0.356 (0.311)	0.323 (0.476)
Practitioner exp.	1.189** (0.359)	0.467 (0.286)	0.421 (0.233)	1.262*** (0.256)	−0.020 (0.319)
Interdisciplinary	0.945* (0.436)	0.065 (0.402)	0.431 (0.324)	0.873** (0.326)	1.287*** (0.364)
PhD rank	−0.684 (0.538)	−0.109 (0.297)	−0.240 (0.251)	−0.552 (0.315)	0.610 (0.329)
Discipline	0.027 (0.042)	−0.043 (0.031)	0.004 (0.025)	0.007 (0.028)	0.072* (0.035)
Gender	0.375 (0.374)	0.054 (0.274)	−0.386 (212)	0.039 (0.240)	−0.483 (0.282)
Tenured	−0.459 (0.342)	1.305*** (0.307)	1.254*** (0.225)	−0.109 (0.233)	0.296 (0.298)
Constant	−4.038*** (0.866)	−4.126*** (0.684)	−2.279*** (0.519)	−2.597*** (0.558)	−3.109*** (0.735)
Percentage correct	91.4	82.2	65.8	77.6	85.9
χ²	35.383***	43.335***	43.585**	41.926***	33.585
Df	8	8	8	8	8
−2 Log likelihood	272.887	455.339	634.276	519.022	389.207
Cox and Snell R²	0.063	0.080	0.080	0.077	0.062
Nagelkerke R²	0.141	0.129	0.110	0.117	0.112

Notes: Panel (a): n=524; Panel (b) n=74. Models for LinkedIn, Twitter and Print Media all report a Nagelkerke R² of <0.1 and are not included in this table. Betas reported. Standard errors (SE) are in parentheses. Significant factors in italic. *p<0.05; **p<0.01; ***p<0.001

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Panel a
Model	1	2	3	4	5
Dependent variable	PRJ (FT45)	PRJ (4+)	PRJ (1-3)	PRJ Bridge	Research Gate
Independent variables
Strategic orientation	2.073*** (0.220)	1.239*** (0.163)	0.843*** (0.166)	0.792* (0.343)	0.513*** (0.144)
Accreditation	1.114*** (0.271)	0.574* (0.246)	6.216* (0.255)	−0.376 (0.414)	0.645** (0.221)
Terminal degree	2.947*** (0.523)	1.991*** (0.359)	1.752*** (0.356)	1.111 (0.807)	1.065** (0.344)
Practitioner exp.	0.321 (0.260)	0.446 (0.274)	0.560 (0.321)	0.619 (0.415)	−0.191 (0.234)
Interdisciplinary	0.821* (0.407)	0.259 (0.396)	0.233 (0.425)	0.875 (0.518)	−0.479 (0.351)
PhD rank	−0.280 (0.276)	0.168 (0.308)	0.542 (0.389)	0.138 (0.437)	0.324 (0.260)
Discipline	0.017 (0.030)	0.045 (0.028)	0.033 (0.031)	−0.018 (0.050)	−0.039 (0.026)
Gender	−0.539* (0.254)	−0.604* (0.244)	−0.323 (0.256)	0.335 (0.484)	−0.079 (0.216)
Tenured	0.502* (0.246)	0.983*** (0.234)	1.261*** (0.250)	0.961* (0.489)	1.244*** (0.213)
Constant	−8.803*** (0.922)	−4.887*** (0.645)	−3.452 (0.650)	−6.697*** (1.288)	−2.874*** (0.558)
Percentage correct	77.8	76.3	80.5	94.1	51.4
χ²	225.959***	165.743***	122.675***	24.006**	114.346***
Df	8	8	8	8	8
−2 Log likelihood	488.280	519.687	452.553	211.306	610.255
Cox and Snell R²	0.351	0.272	0.209	0.045	0.196
Nagelkerke R²	0.471	0.372	0.313	0.124	0.262
Panel b
Model	6	7	8	9	10
Dependent variable	In-Class	Textbook publishing	Other book publishing	Practitioner engagement	YouTube
Independent variables
Strategic orientation	−0.456* (0.232)	0.624** (0.184)	0.289* (0.140)	0.156 (0.156)	−0.189 (0.195)
Accreditation	0.850* (0.410)	0.727* (0.290)	−0.038 (0.216)	0.162 (0.239)	0.995** (0.350)
Terminal degree	1.458** (0.539)	−0.282 (0.392)	0.335 (0.317)	0.356 (0.311)	0.323 (0.476)
Practitioner exp.	1.189** (0.359)	0.467 (0.286)	0.421 (0.233)	1.262*** (0.256)	−0.020 (0.319)
Interdisciplinary	0.945* (0.436)	0.065 (0.402)	0.431 (0.324)	0.873** (0.326)	1.287*** (0.364)
PhD rank	−0.684 (0.538)	−0.109 (0.297)	−0.240 (0.251)	−0.552 (0.315)	0.610 (0.329)
Discipline	0.027 (0.042)	−0.043 (0.031)	0.004 (0.025)	0.007 (0.028)	0.072* (0.035)
Gender	0.375 (0.374)	0.054 (0.274)	−0.386 (212)	0.039 (0.240)	−0.483 (0.282)
Tenured	−0.459 (0.342)	1.305*** (0.307)	1.254*** (0.225)	−0.109 (0.233)	0.296 (0.298)
Constant	−4.038*** (0.866)	−4.126*** (0.684)	−2.279*** (0.519)	−2.597*** (0.558)	−3.109*** (0.735)
Percentage correct	91.4	82.2	65.8	77.6	85.9
χ²	35.383***	43.335***	43.585**	41.926***	33.585
Df	8	8	8	8	8
−2 Log likelihood	272.887	455.339	634.276	519.022	389.207
Cox and Snell R²	0.063	0.080	0.080	0.077	0.062
Nagelkerke R²	0.141	0.129	0.110	0.117	0.112

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