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Are there differences between Developers in Germany and United Kingdom?

Motivation

Percentage Differences of Job Factors for Developers
Percentages of Developers in Germany and the UK
Percentage difference between Developer tpyes for both Germany and UK
Developer Type- difference between Germany and UK:
FACTOR OR DRIVER: Developer, back-end
p-value: 1.106287651785176e-05
This difference is statistically significant at 95.0 % confidence level
FACTOR OR DRIVER: Developer, full-stack
p-value: 0.05427314808454909
This difference is not statistically significant with 95.0 % confidence level
FACTOR OR DRIVER: Developer, front-end
p-value: 0.08680795609948472
This difference is not statistically significant with 95.0 % confidence level
FACTOR OR DRIVER: Developer, desktop or enterprise applications
p-value: 3.693009385122824e-08
This difference is statistically significant at 95.0 % confidence level
FACTOR OR DRIVER: Developer, mobile
p-value: 0.033356297024197706
This difference is statistically significant at 95.0 % confidence level
FACTOR OR DRIVER: DevOps specialist
p-value: 0.0003168188585813051
This difference is statistically significant at 95.0 % confidence level
FACTOR OR DRIVER: System administrator
p-value: 1.2017728320595883e-06
This difference is statistically significant at 95.0 % confidence level
FACTOR OR DRIVER: Database administrator
p-value: 0.34891388083918684
This difference is not statistically significant with 95.0 % confidence level
FACTOR OR DRIVER: Developer, embedded applications or devices
p-value: 1.0360742226289194e-05
This difference is statistically significant at 95.0 % confidence level
FACTOR OR DRIVER: Academic researcher
p-value: 2.5267823903024944e-12
This difference is statistically significant at 95.0 % confidence level
FACTOR OR DRIVER: Data scientist or machine learning specialist
p-value: 0.004231538657279066
This difference is statistically significant at 95.0 % confidence level
FACTOR OR DRIVER: Developer, QA or test
p-value: 0.01704355675022426
This difference is statistically significant at 95.0 % confidence level
FACTOR OR DRIVER: Designer
p-value: 0.015809478544689684
This difference is statistically significant at 95.0 % confidence level
FACTOR OR DRIVER: Educator
p-value: 5.843353784103808e-12
This difference is statistically significant at 95.0 % confidence level
FACTOR OR DRIVER: Engineer, data
p-value: 0.019816320824266785
This difference is statistically significant at 95.0 % confidence level
FACTOR OR DRIVER: Scientist
p-value: 1.3697641397208742e-07
This difference is statistically significant at 95.0 % confidence level
FACTOR OR DRIVER: Product manager
p-value: 1.1276977893826949e-07
This difference is statistically significant at 95.0 % confidence level
FACTOR OR DRIVER: Data or business analyst
p-value: 0.012212144034667156
This difference is statistically significant at 95.0 % confidence level
FACTOR OR DRIVER: Developer, game or graphics
p-value: 0.07646269104872316
This difference is not statistically significant with 95.0 % confidence level
FACTOR OR DRIVER: Engineering manager
p-value: 0.07950758307356243
This difference is not statistically significant with 95.0 % confidence level
FACTOR OR DRIVER: Engineer, site reliability
p-value: 0.3449878336250086
This difference is not statistically significant with 95.0 % confidence level
FACTOR OR DRIVER: Senior executive/VP
p-value: 0.20744235658106108
This difference is not statistically significant with 95.0 % confidence level
FACTOR OR DRIVER: Marketing or sales professional
p-value: 0.2016635549121238
This difference is not statistically significant with 95.0 % confidence level
Significance of the percentage difference between Germany and UK
Percentage difference between Occupational tpye for both Germany and UK
Job Tpye- difference between Germany and UK:
FACTOR OR DRIVER: I am a developer by profession
p-value: 0.00011963932578322307
This difference is statistically significant at 95.0 % confidence level
FACTOR OR DRIVER: I am a student who is learning to code
p-value: 8.924047974018007e-07
This difference is statistically significant at 95.0 % confidence level
FACTOR OR DRIVER: I am not primarily a developer, but I write code sometimes as part of my work
p-value: 0.3453948032481061
This difference is not statistically significant with 95.0 % confidence level
FACTOR OR DRIVER: I code primarily as a hobby
p-value: 0.001518250847129946
This difference is statistically significant at 95.0 % confidence level
FACTOR OR DRIVER: I used to be a developer by profession, but no longer am
p-value: 0.09869566331007057
This difference is not statistically significant with 95.0 % confidence level
Percentage Difference between Developers with regard to the Enterprise structure
Organizational Size Variables- difference between Germany and UK:
FACTOR OR DRIVER: 20 to 99 employees
p-value: 0.010536113601592198
This difference is statistically significant at 95.0 % confidence level
FACTOR OR DRIVER: 100 to 499 employees
p-value: 0.01297667225610532
This difference is statistically significant at 95.0 % confidence level
FACTOR OR DRIVER: 10,000 or more employees
p-value: 0.0692190161278138
This difference is not statistically significant with 95.0 % confidence level
FACTOR OR DRIVER: 1,000 to 4,999 employees
p-value: 0.29693247528560596
This difference is not statistically significant with 95.0 % confidence level
FACTOR OR DRIVER: 10 to 19 employees
p-value: 0.006857664159626145
This difference is statistically significant at 95.0 % confidence level
FACTOR OR DRIVER: 2 to 9 employees
p-value: 0.3091563328051793
This difference is not statistically significant with 95.0 % confidence level
FACTOR OR DRIVER: 500 to 999 employees
p-value: 0.02102589557691381
This difference is statistically significant at 95.0 % confidence level
FACTOR OR DRIVER: Just me - I am a freelancer, sole proprietor, etc.
p-value: 0.008208581397273537
This difference is statistically significant at 95.0 % confidence level
FACTOR OR DRIVER: 5,000 to 9,999 employees
p-value: 0.0004833406226361056
This difference is statistically significant at 95.0 % confidence level
Percentage differences in Job Factors for Developers in Germany and UK
Job Factors Variables- difference between Germany and UK:
FACTOR OR DRIVER: Languages, frameworks, and other technologies I’d be working with
p-value: 0.3993465943462401
This difference is not statistically significant with 95.0 % confidence level
FACTOR OR DRIVER: Flex time or a flexible schedule
p-value: 1.341625495202321e-13
This difference is statistically significant at 95.0 % confidence level
FACTOR OR DRIVER: Office environment or company culture
p-value: 0.005465181193663592
This difference is statistically significant at 95.0 % confidence level
FACTOR OR DRIVER: Opportunities for professional development
p-value: 0.0002198542519667164
This difference is statistically significant at 95.0 % confidence level
FACTOR OR DRIVER: Remote work options
p-value: 2.916126835315586e-07
This difference is statistically significant at 95.0 % confidence level
FACTOR OR DRIVER: How widely used or impactful my work output would be
p-value: 0.008098534029196155
This difference is statistically significant at 95.0 % confidence level
FACTOR OR DRIVER: Family friendliness
p-value: 8.201784239433278e-13
This difference is statistically significant at 95.0 % confidence level
FACTOR OR DRIVER: Industry that I’d be working in
p-value: 0.1056158445482292
This difference is not statistically significant with 95.0 % confidence level
FACTOR OR DRIVER: Specific department or team I’d be working on
p-value: 5.440903988214778e-05
This difference is statistically significant at 95.0 % confidence level
FACTOR OR DRIVER: Financial performance or funding status of the company or organization
p-value: 0.3665727165646386
This difference is not statistically significant with 95.0 % confidence level
FACTOR OR DRIVER: Diversity of the company or organization
p-value: 0.012026085615110853
This difference is statistically significant at 95.0 % confidence level
Percentage differences in Job satisfaction for Developers in Germany and UK
Job Satisfaction- difference between Germany and UK:
FACTOR OR DRIVER: Very satisfied
p-value: 0.0050713925132066726
This difference is statistically significant at 95.0 % confidence level
FACTOR OR DRIVER: Slightly satisfied
p-value: 0.39442624629021916
This difference is not statistically significant with 95.0 % confidence level
FACTOR OR DRIVER: Slightly dissatisfied
p-value: 0.04790011091006872
This difference is statistically significant at 95.0 % confidence level
FACTOR OR DRIVER: Neither satisfied nor dissatisfied
p-value: 0.00949958572607462
This difference is statistically significant at 95.0 % confidence level
FACTOR OR DRIVER: Very dissatisfied
p-value: 0.45563077561382714
This difference is not statistically significant with 95.0 % confidence level
Percentage differences in Job search for Developers in Germany and UK
Job Search Variables- difference between Germany and UK:
FACTOR OR DRIVER: I’m not actively looking, but I am open to new opportunities
p-value: 0.012220201432946689
This difference is statistically significant at 95.0 % confidence level
FACTOR OR DRIVER: I am not interested in new job opportunities
p-value: 0.3009498403104873
This difference is not statistically significant with 95.0 % confidence level
FACTOR OR DRIVER: I am actively looking for a job
p-value: 0.0030727645202832652
This difference is statistically significant at 95.0 % confidence level

In Conclusion

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