{"title":"通过数据科学素养转变研究方法教育","authors":"Michael Overton, Stephen W. Kleinschmit","doi":"10.1177/01447394221084488","DOIUrl":null,"url":null,"abstract":"Mass adoption of advanced information technologies is fueling a need for public servants with the skills to manage data-driven public agencies. Public employees typically acquire data skills through graduate research methods courses, which focus primarily on research design and statistical analysis. What data skills are currently taught, and what content should Master of Public Administration (MPA) programs include in their research method courses? We categorized research method course content in 52 syllabi from 31 MPA programs to understand how data skills are taught in public administration. We find that most graduate programs rely on research methods more suited for academic and policy research while lacking the data skills needed to modernize public agencies. Informed by these results, this work presents the Data Science Literacy Framework as a guide for assessing and planning curriculum within MPA programs.","PeriodicalId":1,"journal":{"name":"Accounts of Chemical Research","volume":null,"pages":null},"PeriodicalIF":16.4000,"publicationDate":"2022-04-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Transforming research methods education through data science literacy\",\"authors\":\"Michael Overton, Stephen W. Kleinschmit\",\"doi\":\"10.1177/01447394221084488\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Mass adoption of advanced information technologies is fueling a need for public servants with the skills to manage data-driven public agencies. Public employees typically acquire data skills through graduate research methods courses, which focus primarily on research design and statistical analysis. What data skills are currently taught, and what content should Master of Public Administration (MPA) programs include in their research method courses? We categorized research method course content in 52 syllabi from 31 MPA programs to understand how data skills are taught in public administration. We find that most graduate programs rely on research methods more suited for academic and policy research while lacking the data skills needed to modernize public agencies. Informed by these results, this work presents the Data Science Literacy Framework as a guide for assessing and planning curriculum within MPA programs.\",\"PeriodicalId\":1,\"journal\":{\"name\":\"Accounts of Chemical Research\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":16.4000,\"publicationDate\":\"2022-04-25\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Accounts of Chemical Research\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1177/01447394221084488\",\"RegionNum\":1,\"RegionCategory\":\"化学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"CHEMISTRY, MULTIDISCIPLINARY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Accounts of Chemical Research","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1177/01447394221084488","RegionNum":1,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"CHEMISTRY, MULTIDISCIPLINARY","Score":null,"Total":0}
Transforming research methods education through data science literacy
Mass adoption of advanced information technologies is fueling a need for public servants with the skills to manage data-driven public agencies. Public employees typically acquire data skills through graduate research methods courses, which focus primarily on research design and statistical analysis. What data skills are currently taught, and what content should Master of Public Administration (MPA) programs include in their research method courses? We categorized research method course content in 52 syllabi from 31 MPA programs to understand how data skills are taught in public administration. We find that most graduate programs rely on research methods more suited for academic and policy research while lacking the data skills needed to modernize public agencies. Informed by these results, this work presents the Data Science Literacy Framework as a guide for assessing and planning curriculum within MPA programs.
期刊介绍:
Accounts of Chemical Research presents short, concise and critical articles offering easy-to-read overviews of basic research and applications in all areas of chemistry and biochemistry. These short reviews focus on research from the author’s own laboratory and are designed to teach the reader about a research project. In addition, Accounts of Chemical Research publishes commentaries that give an informed opinion on a current research problem. Special Issues online are devoted to a single topic of unusual activity and significance.
Accounts of Chemical Research replaces the traditional article abstract with an article "Conspectus." These entries synopsize the research affording the reader a closer look at the content and significance of an article. Through this provision of a more detailed description of the article contents, the Conspectus enhances the article's discoverability by search engines and the exposure for the research.