{"product_id":"information-quality-9781118874448","title":"Information Quality","description":"\u003cb\u003eBook Synopsis\u003c\/b\u003e\u003cbr\u003e\u003cp\u003e\u003cb\u003eProvides an important framework for data analysts in assessing the quality of data and its potential to provide meaningful insights through analysis\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003eAnalytics and statistical analysis have become pervasive topics, mainly due to the growing availability of data and analytic tools. Technology, however, fails to deliver insights with added value if the quality of the information it generates is not assured. Information Quality (InfoQ) is a tool developed by the authors to assess the potential of a dataset to achieve a goal of interest, using data analysis. Whether the information quality of a dataset is sufficient is of practical importance at many stages of the data analytics journey, from the pre-data collection stage to the post-data collection and post-analysis stages. It is also critical to various stakeholders: data collection agencies, analysts, data scientists, and management.\u003c\/p\u003e \u003cp\u003e\u003ci\u003eThis book:\u003c\/i\u003e\u003c\/p\u003e \u003cul\u003e \u003cli\u003eExplains how to integrate the notions of goal, dat\u003cbr\u003e\u003cbr\u003e\u003cb\u003eTable of Contents\u003c\/b\u003e\u003cbr\u003e\u003cp\u003eForeword ix\u003c\/p\u003e \u003cp\u003eAbout the authors xi\u003c\/p\u003e \u003cp\u003ePreface xii\u003c\/p\u003e \u003cp\u003eQuotes about the book xv\u003c\/p\u003e \u003cp\u003eAbout the companion website xviii\u003c\/p\u003e \u003cp\u003e\u003cb\u003ePART I THE INFORMATION QUALITY FRAMEWORK 1\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003e1 Introduction to information quality 3\u003c\/p\u003e \u003cp\u003e2 Quality of goal, data quality, and analysis quality 18\u003c\/p\u003e \u003cp\u003e3 Dimensions of information quality and InfoQ assessment 31\u003c\/p\u003e \u003cp\u003e4 InfoQ at the study design stage 53\u003c\/p\u003e \u003cp\u003e5 InfoQ at the postdata collection stage 67\u003c\/p\u003e \u003cp\u003e\u003cb\u003ePART II APPLICATIONS OF InfoQ 79\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003e6 Education 81\u003c\/p\u003e \u003cp\u003e7 Customer surveys 109\u003c\/p\u003e \u003cp\u003e8 Healthcare 134\u003c\/p\u003e \u003cp\u003e9 Risk management 160\u003c\/p\u003e \u003cp\u003e10 Official statistics 181\u003c\/p\u003e \u003cp\u003e\u003cb\u003ePART III IMPLEMENTING InfoQ 219\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003e11 InfoQ and reproducible research 221\u003c\/p\u003e \u003cp\u003e12 InfoQ in review processes of scientific publications 234\u003c\/p\u003e \u003cp\u003e13 Integrating InfoQ into data science analytics programs, research methods courses, and more 252\u003c\/p\u003e \u003cp\u003e14 InfoQ support with R 265\u003c\/p\u003e \u003cp\u003e15 InfoQ support with Minitab 295\u003c\/p\u003e \u003cp\u003e16 InfoQ support with JMP 324\u003c\/p\u003e \u003cp\u003eIndex 351\u003c\/p\u003e\n\u003c\/li\u003e\n\u003c\/ul\u003e","brand":"John Wiley \u0026 Sons Inc","offers":[{"title":"Default Title","offer_id":49528839471447,"sku":"9781118874448","price":73.1,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0817\/1739\/5799\/files\/9781118874448.jpg?v=1731873224","url":"https:\/\/bookcurl.com\/products\/information-quality-9781118874448","provider":"Book Curl","version":"1.0","type":"link"}