The Eurobarometer (EB) is a survey series that has been conducted since 1973 to monitor public opinion on several issues concerning the European Union. It provides a dynamic measure of the EU citizens’ economic, social and political attitudes toward issues related to the EU including attitudes towards EU policies and institutions and general socio-cultural and political orientations of its citizens, based on a set of standard question over time. In addition to conducting standard EB survey, the EU also conducts special EB surveys which focus on a particular topic of interest to the EU. EB 225/Wave63.1 titled “Science and Technology, Social Values, and Services of General Interest” is one of such special surveys which addressed three special topics. One of the topics was “Social Values, Science and Technology”. In order to measure EU public’s social values in relation to science and technology, it measured social values of respondents.One indicator of social values used by the EB questionnaire was social and political attitudes which assessed the values and ethical principles of European citizens on themes such as overall satisfaction with life, their religious and spiritual beliefs and children’s upbringing. The measure of social and political attitude also included measuring educational values which were assessed on the basis of eight values - independence, obedience, hard work, sense of responsibility, imagination, tolerance and respect for other people, thrift, economizing and avoiding waste and determination, perseverance. These eight values have been used in studies that have used Kohn’s self-direction values. By self-direction it means “the capacity to take responsibility for one’s actions and that society is so constituted as to make self-direction possible; the opposite pole of this concept is conformity to external authority” (Kohn et al.,1997).
Hence, using Kohn’s theory that “child-rearing values reflect a broader set of values” (1977), and using the differentiation of Kohn’s value items into different factors provided by Yi et al. (2004), education values can be divided into two sub constructs:
1. Self-direction values with the items “Independence”, “Imagination”, “Determination/Perseverance”, “Sense of Responsibility” and 2. Conformity values with the items “Hard work”, “Obedience”, ”Thrift/ Economizing and avoiding waste”.
Table of Contents
1. INTRODUCTION AND THEORETICAL ANALYSIS
2. DATA PREPARATION
3. FACTOR ANAYLSIS
4. RELIABILITY
5. CONCLUSION
Objectives & Themes
This research aims to empirically evaluate and refine the structure of educational values within the Eurobarometer survey framework, specifically by testing the applicability of Kohn’s "Self-direction versus Conformity" theoretical model across German and Spanish populations.
- Application of Kohn’s child-rearing value theory to cross-cultural comparative research.
- Methodological evaluation of Eurobarometer survey items regarding social and political attitudes.
- Factor analysis of educational values to identify "Self-direction" and "Conformity" constructs.
- Structural equivalence assessment using Tucker’s Phi and Cronbach’s alpha reliability testing.
- Cross-national comparison of cultural nuances in value interpretation, specifically regarding the "Responsibility" item.
Excerpt from the Book
FACTOR ANAYLSIS
After the data set is prepared one can reduce the amount of data needed by performing factor analysis. As commented earlier theoretically there should be two factors, “Conformity” and “Self-direction” on which the items should load for each country. The original scale began with seven components since “Tolerance/ respect” does not appear in the theoretical construct and factor analysis was performed separately for both cases of German citizenship mentioned and Spanish citizenship mentioned. First the sample size must be found large enough to conduct factor analysis. Germany’s sample included 1527 cases while Spain’s sample included 1028 cases. Considering there were seven original factors this provides a sample size to factor ratio of 218.1:1 cases for Germany and 146.9:1 cases for Spain which fits the assumptions that both samples are sufficiently large enough to perform Factor Analysis. Next the correlation matrix demonstrated all correlations were significant; however, very few of them were strong. Through visual inspection only about half of the correlations for both countries met the ± .3 threshold for valid correlations and the strongest correlation for Germany was .415 and for Spain .578, which are not so strong. However, as some argue visual inspection of the correlation matrix is not enough to make assumptions. Barletts test of Sphericity was checked and found to be highly significant for Spain (chi square (21) = 1678.5, p≤ .0005) (Refer to Table 1 in the appendix) and for Germany (chi square (21) = 1396.2, p≤ .0005) (Refer to Table 2 in the appendix). With this conclusion we can reject the null hypothesis that the variables in the correlation matrix are uncorrelated and assume that they are significantly correlated.
Summary of Chapters
1. INTRODUCTION AND THEORETICAL ANALYSIS: Provides an overview of the Eurobarometer survey series and establishes the theoretical framework of Kohn’s self-direction versus conformity values for this research.
2. DATA PREPARATION: Details the cleaning and filtering processes applied to the Eurobarometer dataset to ensure valid data from German and Spanish respondents.
3. FACTOR ANAYLSIS: Describes the statistical procedure of factor analysis used to identify underlying value constructs and reports the extracted factor patterns for both countries.
4. RELIABILITY: Evaluates the consistency of the identified factors using Cronbach’s alpha to ensure the reliability of the value scales across the samples.
5. CONCLUSION: Synthesizes the findings, confirms the factorial structure, addresses cultural differences regarding the item "Responsibility," and suggests paths for future research.
Keywords
Eurobarometer, Educational Values, Kohn’s Theory, Self-Direction, Conformity, Factor Analysis, Structural Equivalence, Tucker’s Phi, Cronbach’s Alpha, Cross-Cultural Research, Germany, Spain, Statistical Validation.
Frequently Asked Questions
What is the primary focus of this research paper?
This paper focuses on the statistical evaluation and refinement of educational value items derived from the Eurobarometer survey, testing whether they fit established sociological theories across different European cultures.
What are the central thematic fields addressed?
The core themes include the measurement of social values, the categorization of child-rearing and educational values, and the cross-national comparison of value structures between Germany and Spain.
What is the primary research goal?
The goal is to determine if the theoretical construct of "Self-direction versus Conformity" can be empirically confirmed within German and Spanish datasets using data from the Eurobarometer survey.
Which scientific methods are utilized in this work?
The study employs quantitative methods, including exploratory factor analysis (Principal Component Analysis), rotation methods (Direct Oblimin), Bartlett’s test of sphericity, and reliability analysis using Cronbach’s alpha and Tucker’s Phi coefficient.
What topics are discussed in the main body of the paper?
The main body covers theoretical background, data preparation and cleaning, the execution of factor analysis for both countries, the comparison of these factors, and an assessment of internal consistency.
Which keywords best characterize this study?
The study is best characterized by keywords such as Eurobarometer, educational values, self-direction, conformity, factor analysis, and cross-cultural research.
Why was the item "Determination" removed during the analysis?
The item "Determination" was removed because it showed double loadings on both factors in the factor analysis, thereby failing to contribute clearly to the intended factor structure for either Germany or Spain.
What conclusion does the author draw regarding the item "Responsibility"?
The author concludes that "Responsibility" appears to hold culture-specific meanings; it functions as a self-direction value in the German context but tends toward a measure of conformity in the Spanish context, warranting further investigation.
- Quote paper
- Anonym (Author), 2008, Evicence-Based Questionnaire Evaluation and Refinement, Munich, GRIN Verlag, https://www.hausarbeiten.de/document/175340
