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Work and Organizational Psychology • Emphasis Cross
-Cultural Business Psychology 
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University of Osnabrück 
Sven-Oliver Spieß 
- 2 - 
However, even in those applied areas 
which rely heavily on quantitative data 
(e.g. polling, market research, etc.) Stata 
arguably less popular 
Stata well-established 
among academics 
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University of Osnabrück 
Sven-Oliver Spieß 
- 3 - 
Some fields, however, reliant on both domains 
Being able to use same tools across settings really handy 
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University of Osnabrück 
Sven-Oliver Spieß 
- 4 - 
In release 12 many useful features to make Stata more useful in 
even more settings 
One important yet somewhat neglected aspect is built-in 
compatibility with MS Excel data format 
However, mixed feelings from both academics as well as 
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University of Osnabrück 
Sven-Oliver Spieß 
Objectives of this talk: 
1. Illustrate some of the new possibilities deriving from the compatibility 
of Stata 12 with MS Excel 
2. Make the case that Stata is actually also quite useful for practitioners 
3. Advance the idea that the use of Stata outside of academia can 
promote scientific standards (e.g. reproducibility) not impede them 
- 5 - 
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University of Osnabrück 
Sven-Oliver Spieß 
The problem: How to get from data to reports? 
Getting information frequently tit for tat: data for results 
Student performance in schools  
Job satisfaction among employees 
- 6 - 
University of Osnabrück 
Sven-Oliver Spieß 
The steps 
1. Create Excel report template 
2. Import raw data 
3. Clean data and compute statistics 
4. Loop over units to save results for each unit into a new copy of the 
- 7 - 
University of Osnabrück 
Sven-Oliver Spieß 
Step 1 – Creation of report template 
- 8 - 
University of Osnabrück 
Sven-Oliver Spieß 
Step 2 – Raw data import 
- 9 - 
import excel "Satisfaction data Nemo Inc 2012.xls", /// 
sheet("Sheet1") firstrow 
University of Osnabrück 
Sven-Oliver Spieß 
Step 3 – Data cleaning and computation of needed results 
In this basic example simply unit means for the five satisfaction facets: 
collapse Job Pay Promotion Supervision Coworkers, 
Especially in more complex cases big advantage that all data 
manipulation and computation steps are documented and fully 
reproducible if needed 
If any errors occur they can be easily corrected locally without the need 
to start all over again 
- 10 - 
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