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Presenting Amazon's Mechanical Turk as more than just a data sample – A study of MTurker experiences Cover

Presenting Amazon's Mechanical Turk as more than just a data sample – A study of MTurker experiences

By: Jestine Philip and  Mark A Davis  
Open Access
|Apr 2021

Figures & Tables

Figure 1

Interaction of work volition and income category on life satisfaction
Interaction of work volition and income category on life satisfaction

ANOVA results for stress

PredictorSum of SquaresdfMean SquareFp
(Intercept)1473.8011473.803014.880.000
Income Category1.9511.953.990.047
Work Volition13.44113.4427.500.000
Error179.893680.49

Overall descriptive statistics and correlations

MeanS.D.123456
1. Work Volition3.971.07-
2. Job Satisfaction3.70.870.32**-
3. Life Satisfaction3.271.110.32**0.29**-
4. Stress2.710.77−0.41**−0.25*−0.38**-
5. Age (years)46.16142.61−0.01−0.030.07−0.01-
6. Racea1.400.85−1.070.04−0.080.16**−0.01-
7. Overall Salary45551.7972208.40.06−0.020.18**0.010.01−0.02

ANOVA results for job satisfaction

PredictorSum of SquaresdfMean SquareFp
(Intercept)4119.4214119.425835.570.000
Income Category5.2515.257.430.007
Work Volition8.8418.8412.520.000
Income Category × Work Volition0.0410.040.060.815
Error260.483690.71

ANOVA results for life satisfaction

PredictorSum of SquaresdfMean SquareFp
(Intercept)3113.4413113.442612.760.000
Income Category0.0210.020.020.889
Work Volition5.9815.985.020.026
Income Category × Work Volition13.51113.5111.340.001
Error439.713691.19
DOI: https://doi.org/10.2478/ijm-2020-0006 | Journal eISSN: 2451-2834 | Journal ISSN: 1649-248X
Language: English
Page range: 85 - 98
Published on: Apr 10, 2021
Published by: Irish Academy of Management
In partnership with: Paradigm Publishing Services
Publication frequency: 3 issues per year

© 2021 Jestine Philip, Mark A Davis, published by Irish Academy of Management
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.