The student understands the meaning of quantitative methods in work life.

The student understands the basic terminology in data collection, different data sets and variables.

The student knows the statistical aspects of preparing a questionnaire.

The student can calculate the descriptive statistics, and knows the basics of data tables and visualization.

The student knows possibilities of MS Excel in statistical analysis, and possibly another statistical program.

1.Different types of data: data gathering and good questionnaire
2.Statistics and decision making
3.Tables
4.Basics of graphical presentation
5.Descriptive statistics and correlation
6.Simple statistical analyses: dependency and time series

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0-5

5 (excellent) : The student knows excellently the terminology in data collection, different data sets and variables. The student knows the basics of how to prepare a good questionnaire. The student can independently calculate and interpret descriptive statistics, and is able to make quality tables and visualize data. The student can utilize statistical methods in research and decision-making.
4 (very good) : The student knows very well the terminology in data collection, different data sets and variables. The student knows very well the basics of how to prepare a good questionnaire. The student can independently calculate and interpret descriptive statistics, and is able to make quality tables and visualize data. The student can utilize statistical methods in research and decision-making.
3 (good): The student knows well the terminology in data collection, different data sets and variables. The student knows well the basics of how to prepare a good questionnaire. The student can calculate and interpret descriptive statistics, and is able to make quality tables and visualize data. The student knows basics of how to utilize statistical methods in research and decision-making.
2 (satisfactory): The student knows some of the terminology in data collection, different data sets and variables. The student knows at satisfactory level the basics of how to prepare a good questionnaire. The student can calculate and interpret descriptive statistics, and is able to make quality tables and visualize data when guided. The student knows basics of how how to statistical methods in research and decision-making.
1 (poor): The student knows some of the terminology in data collection, different data sets and variables. The student knows at poor level the basics of how to prepare a good questionnaire. The student can calculate and interpret descriptive statistics, and is able to make quality tables and visualize data when guided. The student knows the importance of statistical methods in research and decision-making.
0 (fail): The student does not know the terminology in data collection, different data sets and variables. The student does not know the basics of how to prepare a good questionnaire. The student can not calculate and interpret descriptive statistics, and is not able to make quality tables and visualize data. The student does not know the importance of statistical methods in research and decision-making.

3 (good): The student knows well the terminology in data collection, different data sets and variables. The student knows well the basics of how to prepare a good questionnaire. The student can calculate and interpret descriptive statistics, and is able to make quality tables and visualize data. The student knows basics of how to utilize statistical methods in research and decision-making.

4 (very good) : The student knows very well the terminology in data collection, different data sets and variables. The student knows very well the basics of how to prepare a good questionnaire. The student can independently calculate and interpret descriptive statistics, and is able to make quality tables and visualize data. The student can utilize statistical methods in research and decision-making.

5 (excellent) : The student knows excellently the terminology in data collection, different data sets and variables. The student knows the basics of how to prepare a good questionnaire. The student can independently calculate and interpret descriptive statistics, and is able to make quality tables and visualize data. The student can utilize statistical methods in research and decision-making.