Hypothetical data set where safety is dependent variable

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Multidimensional Psychological Safety (Dependent Variable)

Variables:

PS_Murta – basic safety perception (clarity, structure, rules)

PS_Raag – emotional safety (trust, empathy, expression)

PS_Saraswat – reflective safety (shared meaning, wisdom, goal clarity)

Predictors (Independent Variables):

Leadership – score of leader support

Communication – workplace communication quality

Workload – amount of work stress

TeamClimate – team cooperation index. 

Predictors (Independent Variables):

Leadership – score of leader support

Communication – workplace communication quality

Workload – amount of work stress

TeamClimate – team cooperation index

Data frame 

# Hypothetical dataset: Multidimensional Psychological Safety
set.seed(123)

data_ps <- data.frame(
  Leadership = round(runif(20, 40, 90), 1),
  Communication = round(runif(20, 30, 95), 1),
  Workload = round(runif(20, 20, 85), 1), 
  TeamClimate = round(runif(20, 35, 90), 1),

  # Dependent Variables (Multidimensional Psychological Safety)
  PS_Murta = round(0.4*Leadership + 0.3*Communication - 0.2*Workload + rnorm(20, 0, 5), 1),
  PS_Raag = round(0.3*Leadership + 0.4*TeamClimate - 0.1*Workload + rnorm(20, 0, 5), 1),
  PS_Saraswat = round(0.5*Communication + 0.3*TeamClimate - 0.1*Workload + rnorm(20, 0, 5), 1)
)

data_ps

Outputs 
  Leadership Communication Workload TeamClimate PS_Murta PS_Raag PS_Saraswat
1 65.4 67.2 33.5 78.3 62.5 71.2 79.4
2 87.0 45.1 54.3 55.6 55.4 64.2 62.1
3 72.2 82.3 40.4 61.9 70.1 75.7 84.2
4 59.3 74.5 21.9 48.4 68.4 63.1 77.3
5 78.5 93.1 52.8 81.0 75.9 80.6 95.4
6 42.6 39.7 62.1 44.3 37.4 49.5 45.9

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