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Applied Cross-Cultural Data Analysis for Social Work最新文献

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Applied Multiple Regression Analysis in Cross-Cultural Comparisons 多元回归分析在跨文化比较中的应用
Applied Cross-Cultural Data Analysis for Social Work Pub Date : 2021-07-09 DOI: 10.1093/oso/9780190888510.003.0004
T. Tran, Keith T Chan
{"title":"Applied Multiple Regression Analysis in Cross-Cultural Comparisons","authors":"T. Tran, Keith T Chan","doi":"10.1093/oso/9780190888510.003.0004","DOIUrl":"https://doi.org/10.1093/oso/9780190888510.003.0004","url":null,"abstract":"This chapter focuses on the application of multiple regression analysis in cross-cultural comparisons using the Stata statistical package. We explain the assumptions and uses of multiple regression and relevant techniques for examining the applicability of the data for analysis. We briefly discuss reliability analysis across culture groups and provide a step-by-step approach for analyzing and interpreting real world examples of cross-cultural research suing multiple regression techniques. We explain and provide examples of mediation and moderation effect, and conclude with techniques to test the equivalence of effects across different cultural groups.","PeriodicalId":415847,"journal":{"name":"Applied Cross-Cultural Data Analysis for Social Work","volume":"36 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-07-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133008142","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Data Management and Cross-Cultural Descriptive Analysis 数据管理与跨文化描述性分析
Applied Cross-Cultural Data Analysis for Social Work Pub Date : 2021-07-09 DOI: 10.1093/oso/9780190888510.003.0003
T. Tran, Keith T Chan
{"title":"Data Management and Cross-Cultural Descriptive Analysis","authors":"T. Tran, Keith T Chan","doi":"10.1093/oso/9780190888510.003.0003","DOIUrl":"https://doi.org/10.1093/oso/9780190888510.003.0003","url":null,"abstract":"Quantitative cross-cultural analysis requires the application of statistics to study the variability of a phenomenon (variable,) across cultural groups. This chapter aims to provide practical applications of descriptive statistics to describe the variables used in a cross-cultural research/evaluation project. We use statistical methods to describe the variables of interests and to test the hypotheses derived from theories for understanding cross-cultural comparisons. More specifically, we address the importance of examine the variables of interest across selected comparative groups. It is our position that in order to describe and to test hypotheses, we need first to know how the variables of interest are measured. We illustrate the use of STATA for data management and descriptive statistics throughout the chapter.","PeriodicalId":415847,"journal":{"name":"Applied Cross-Cultural Data Analysis for Social Work","volume":"142 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-07-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131122426","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
Introduction to Applied Cross-Cultural Data Analysis 应用跨文化数据分析导论
Applied Cross-Cultural Data Analysis for Social Work Pub Date : 2021-07-09 DOI: 10.1093/oso/9780190888510.003.0001
T. Tran, Keith T Chan
{"title":"Introduction to Applied Cross-Cultural Data Analysis","authors":"T. Tran, Keith T Chan","doi":"10.1093/oso/9780190888510.003.0001","DOIUrl":"https://doi.org/10.1093/oso/9780190888510.003.0001","url":null,"abstract":"This chapter introduces applied cross-cultural data analysis and addresses the concepts of culture and how culture can be integrated into social work research. We review the definition of culture and how it has been understood and examined in research across various disciplines. We present an overview of the theories and frameworks of cross-cultural analysis, and provide the lens through which culture is examined by means of the techniques and approaches that are used in this book. Cross-cultural analysis can be viewed as comparisons based on key demographic variables such as countries of origin, race, ethnicity, language, sex, religion, and related cultural identifications. The assumption is that people who share the same cultural identification also share similar values and behaviors.","PeriodicalId":415847,"journal":{"name":"Applied Cross-Cultural Data Analysis for Social Work","volume":"12 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-07-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125283522","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Applied Structural Equation Modeling for Cross-Cultural Comparison 跨文化比较的应用结构方程模型
Applied Cross-Cultural Data Analysis for Social Work Pub Date : 2021-07-09 DOI: 10.1093/oso/9780190888510.003.0006
T. Tran, Keith T Chan
{"title":"Applied Structural Equation Modeling for Cross-Cultural Comparison","authors":"T. Tran, Keith T Chan","doi":"10.1093/oso/9780190888510.003.0006","DOIUrl":"https://doi.org/10.1093/oso/9780190888510.003.0006","url":null,"abstract":"In this chapter, we focus on the use of Structural Equation Modeling (SEM) to compare path models across two or more cultural groups. SEM can be used to test the goodness of fit of a causal model, as well as to test equivalence of causal relationships among variables of interest across various cultural groups. We will demonstrate SEM through the use of Stata for these purposes. We begin with a rationale for path mode analysis, move on to provide context for the construction of theories in path models using SEM, and provide examples of SEM models for various cultural groups for comparison. We provide examples of Stata commands for examining differences in direct and indirect effects along with goodness of fit statistics across various cultural groups using SEM.","PeriodicalId":415847,"journal":{"name":"Applied Cross-Cultural Data Analysis for Social Work","volume":"457 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-07-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132833423","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Comparing a Binary Dependent Variable Across Cultural Groups Using Applied Logistic Regression 使用应用逻辑回归比较跨文化群体的二元因变量
Applied Cross-Cultural Data Analysis for Social Work Pub Date : 2021-07-09 DOI: 10.1093/oso/9780190888510.003.0005
T. Tran, Keith T Chan
{"title":"Comparing a Binary Dependent Variable Across Cultural Groups Using Applied Logistic Regression","authors":"T. Tran, Keith T Chan","doi":"10.1093/oso/9780190888510.003.0005","DOIUrl":"https://doi.org/10.1093/oso/9780190888510.003.0005","url":null,"abstract":"This chapter reviews the basic ideas of logistic regression involving a binary dependent regressed on independent variables, along with assumptions for analysis and interpretations of results. It provides strategies and practical guides for data analysis using Stata and explains the basic assumptions of logistic regression and its applications for cross-cultural data analysis. The chapter also provides examples of logistic regression models for cross-cultural comparison, and outlines the techniques for testing the equivalence of effects across groups. The text includes examples of charts and graphs that can be used to explain differences in effects across cultural groups.","PeriodicalId":415847,"journal":{"name":"Applied Cross-Cultural Data Analysis for Social Work","volume":"6 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-07-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114936352","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Culture and Social Work 文化及社会工作
Applied Cross-Cultural Data Analysis for Social Work Pub Date : 2021-07-09 DOI: 10.1093/oso/9780190888510.003.0002
Alejandra Pallamar, Sanjeev Dahal
{"title":"Culture and Social Work","authors":"Alejandra Pallamar, Sanjeev Dahal","doi":"10.1093/oso/9780190888510.003.0002","DOIUrl":"https://doi.org/10.1093/oso/9780190888510.003.0002","url":null,"abstract":"In this chapter, we investigate the concepts of culture and explore the role that culture plays in contemporary social work practice. This chapter highlights the historical construction of the concept of culture from 1990 to 2000 and contemporary understanding of culture across disciplines. We explore the idea of culture in anthropological research, in sociological research and in the fields of psychology and communication. Considering the expansion of market in all spheres of life, the chapter will examine how social work intersects with other disciplines to look at culture and consider cross-cultural issues. We link the importance of the role of culture in the field of social work.","PeriodicalId":415847,"journal":{"name":"Applied Cross-Cultural Data Analysis for Social Work","volume":"21 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-07-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115938225","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Applied Hierarchical Linear Modeling for Cross-Cultural Comparison 应用层次线性模型进行跨文化比较
Applied Cross-Cultural Data Analysis for Social Work Pub Date : 2021-07-09 DOI: 10.1093/oso/9780190888510.003.0007
T. Tran, Keith T Chan
{"title":"Applied Hierarchical Linear Modeling for Cross-Cultural Comparison","authors":"T. Tran, Keith T Chan","doi":"10.1093/oso/9780190888510.003.0007","DOIUrl":"https://doi.org/10.1093/oso/9780190888510.003.0007","url":null,"abstract":"We explain and demonstrate the application of Hierarchical Linear Modeling (HLM) in cross-cultural research. This method of analysis has not been sufficiently explored in social work research, and it can be a highly useful and appropriate statistical approach for making cross-cultural comparisons. We explain the rationale for HLM or multilevel modeling for cross-cultural data analysis, and we provide an example in which we use Stata to test for neighborhood effects across race groups using survey data. We provide Stata commands and examples of testing for invariance of effects across groups while controlling for heteroscedasticity due to neighborhood level effects. Finally, we included geomaps based on the data to provide visualization of neighborhood effects.","PeriodicalId":415847,"journal":{"name":"Applied Cross-Cultural Data Analysis for Social Work","volume":"16 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-07-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114314603","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Conclusion and Future Directions 结论及未来发展方向
Applied Cross-Cultural Data Analysis for Social Work Pub Date : 2021-07-09 DOI: 10.1093/oso/9780190888510.003.0008
T. Tran, Keith T Chan
{"title":"Conclusion and Future Directions","authors":"T. Tran, Keith T Chan","doi":"10.1093/oso/9780190888510.003.0008","DOIUrl":"https://doi.org/10.1093/oso/9780190888510.003.0008","url":null,"abstract":"We conclude the book in this chapter, and discuss a summary of chapters, limitations and future directions. Defining culture is a complex task, and we provided practical guides for social work students and researchers to make cross-cultural comparisons in their research. We began this book with a discussion on culture and its relation to social work. We then outlined the process of data management and the use of descriptive statistic techniques to describe differences among cultural groups. We demonstrated and illustrated the application of cross cultural comparisons using linear regression, logistic regression, structural equation modeling (SEM), hierarchical linear modeling (HLM), and geomap visualizations. We concluded with a discussion on limitations and our hope for future directions in cross-cultural research in the social work discipline.","PeriodicalId":415847,"journal":{"name":"Applied Cross-Cultural Data Analysis for Social Work","volume":"240 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-07-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124304735","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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