{"title":"地理因素与学校管理者数字技能发展的关系:以泰国巴吞他尼省为例","authors":"Pimolpun Phetsombat , Nawhath Thanwiset Thanvisitthpon","doi":"10.1016/j.evalprogplan.2025.102663","DOIUrl":null,"url":null,"abstract":"<div><div>This study investigates how geographical factors influence the digital skills of educational administrators in Thailand’s Pathum Thani province. A digital skills assessment framework, comprising three components: competency, knowledge, and experience, was developed and validated using confirmatory factor analysis. Data from 346 educational staff and 219 school teachers across seven districts were analyzed. The findings revealed significant district-level variation in digital skills, influenced by factors such as student population, student density, and budget support. The assessment framework demonstrated strong reliability and validity, with all model fit indices meeting accepted thresholds. This research contributes by providing a validated tool to assess digital proficiency in educational leadership and by identifying key geographical factors that shape digital skills development. It underscores the need for targeted digital training programs and equitable resource allocation to enhance digital proficiency among school administrators. These insights can inform national policies and guide the design of district-level digital literacy initiatives.</div></div>","PeriodicalId":48046,"journal":{"name":"Evaluation and Program Planning","volume":"112 ","pages":"Article 102663"},"PeriodicalIF":2.0000,"publicationDate":"2025-07-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Relationship between geographical factors and digital skills development among school administrators: A case study of Pathum Thani Province, Thailand\",\"authors\":\"Pimolpun Phetsombat , Nawhath Thanwiset Thanvisitthpon\",\"doi\":\"10.1016/j.evalprogplan.2025.102663\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>This study investigates how geographical factors influence the digital skills of educational administrators in Thailand’s Pathum Thani province. A digital skills assessment framework, comprising three components: competency, knowledge, and experience, was developed and validated using confirmatory factor analysis. Data from 346 educational staff and 219 school teachers across seven districts were analyzed. The findings revealed significant district-level variation in digital skills, influenced by factors such as student population, student density, and budget support. The assessment framework demonstrated strong reliability and validity, with all model fit indices meeting accepted thresholds. This research contributes by providing a validated tool to assess digital proficiency in educational leadership and by identifying key geographical factors that shape digital skills development. It underscores the need for targeted digital training programs and equitable resource allocation to enhance digital proficiency among school administrators. These insights can inform national policies and guide the design of district-level digital literacy initiatives.</div></div>\",\"PeriodicalId\":48046,\"journal\":{\"name\":\"Evaluation and Program Planning\",\"volume\":\"112 \",\"pages\":\"Article 102663\"},\"PeriodicalIF\":2.0000,\"publicationDate\":\"2025-07-23\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Evaluation and Program Planning\",\"FirstCategoryId\":\"90\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S0149718925001302\",\"RegionNum\":4,\"RegionCategory\":\"社会学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"SOCIAL SCIENCES, INTERDISCIPLINARY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Evaluation and Program Planning","FirstCategoryId":"90","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0149718925001302","RegionNum":4,"RegionCategory":"社会学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"SOCIAL SCIENCES, INTERDISCIPLINARY","Score":null,"Total":0}
Relationship between geographical factors and digital skills development among school administrators: A case study of Pathum Thani Province, Thailand
This study investigates how geographical factors influence the digital skills of educational administrators in Thailand’s Pathum Thani province. A digital skills assessment framework, comprising three components: competency, knowledge, and experience, was developed and validated using confirmatory factor analysis. Data from 346 educational staff and 219 school teachers across seven districts were analyzed. The findings revealed significant district-level variation in digital skills, influenced by factors such as student population, student density, and budget support. The assessment framework demonstrated strong reliability and validity, with all model fit indices meeting accepted thresholds. This research contributes by providing a validated tool to assess digital proficiency in educational leadership and by identifying key geographical factors that shape digital skills development. It underscores the need for targeted digital training programs and equitable resource allocation to enhance digital proficiency among school administrators. These insights can inform national policies and guide the design of district-level digital literacy initiatives.
期刊介绍:
Evaluation and Program Planning is based on the principle that the techniques and methods of evaluation and planning transcend the boundaries of specific fields and that relevant contributions to these areas come from people representing many different positions, intellectual traditions, and interests. In order to further the development of evaluation and planning, we publish articles from the private and public sectors in a wide range of areas: organizational development and behavior, training, planning, human resource development, health and mental, social services, mental retardation, corrections, substance abuse, and education.