Research Article

Participation in Decision Making as a Property of Complex Adaptive Systems: Developing and Testing a Measure

Table 3

Study II: Confirmatory factor models estimated for scope and intensity items from the PDM scales ( ).
(a) Registered nurse participation in decision making

  ModelDecision type
(1)(2)(3)(4)
Strategic operations Strategic marketingTactical core
functions
Tactical support
functions

(a) Independence: chi-square/df3095.9/663374.5/662708.2/662551.0/66
(b) One factor: chi-square/df/( )1409.7/54/(<0.001)1413.0/54/(<0.001)1519.2/54/(<0.001)1494.5/54/(<0.001)
  Bentler and Bonnet normed fit0.540.58 0.310.41
(c) Two factors: chi-square/df/( ) 881.2/53/(<0.001)798.5/53/(<0.001)879.1/53/(<0.001)965.0/53/(<0.001)
  Bentler and Bonnet normed fit0.720.760.68 0.62
Chi square difference (b) versus (c)528.5/1/(<0.001)614.5/1/(<0.001)640.1/1/(<0.001)529.5/1/(<0.001)
(d) Two factors + corr. error: chi-square/df/( )143.0/35/(<0.001)164.5/35/(0.001)133.8/35(0.001) 157.8/(<0.001)
  Bentler and Bonnet normed fit0.950.950.950.94
Chi square difference
(1 versus 2 factor models with correlated error)
103.2/1/(<0.001)129.4/1/(<0.001)79.0/1/(<0.001)82.8/1/(<0.001)

(b) Certified nurse assistant participation in decision making

 ModelDecision type
(5)(6)(7)(8)
Strategic operations Strategic marketing Tactical core
functions
Tactical support
functions

(a) Independence: chi-square/df2859.6/662702.1/662347.9/662385.8/66
(b) One factor: chi-square/df/( )982.3/54/(<0.001)1023.3/54/(<0.001)1025.0/54/(<0.001)1069.9/54/(<0.001)
  Bentler and Bonnet normed fit0.650.620.560.55
(c) Two factors: chi-square/df/( )567.7/53/(<0.001)799.7/53/(<0.001)793.0/53/(<0.001)886.4/53/(<0.001)
  Bentler and Bonnet normed fit0.800.706663
Chi square difference (b) versus (c)405.6/1/(<0.001)223.6/1/(<0.001)232/1/(<0.001)183.5/1/(<0.001)
(d) Two factors + corr. error: chi-square/df/( )74.8/35/(<0.001)127.6/35/(0.001)155.1/35(0.001)176.2/(<0.001)
  Bentler and Bonnet normed fit0.9795930.93
Chi square difference
(1 versus 2 factor models with correlated error)
104.1/1/(<0.001)26.6/1/(<0.001)24.31/1/(<0.001)15.4/1/(<0.001)