{"product_id":"more-statistical-and-methodological-myths-and-urban-legends-guide","title":"More Statistical and Methodological Myths and Urban Legends - Guide","description":"\u003cp\u003eIn this review of More Statistical and Methodological Myths and Urban Legends the bottom line is clear: this book is for researchers, graduate students, and applied statisticians who want a rigorous debunking of common methodological criticisms and a practical guide to better practices. Charles E. Lance takes a scholarly but readable approach to cataloging persistent myths such as claims about common method bias, low item-to-subject ratios, limited generalizability, and small effect sizes, and explains their historical basis and correct interpretation.\u003c\/p\u003e\n\n\u003ch2\u003eKey Features\u003c\/h2\u003e\n\u003cul\u003e\n \u003cli\u003e\n\u003cstrong\u003eMyth analysis:\u003c\/strong\u003e Each chapter examines a widely cited methodological critique and explains what the critique actually implies for study design and interpretation.\u003c\/li\u003e\n \u003cli\u003e\n\u003cstrong\u003eHistorical context:\u003c\/strong\u003e Readers gain insight into how certain critiques became part of research lore and how that history affects current practice.\u003c\/li\u003e\n \u003cli\u003e\n\u003cstrong\u003ePractical guidance:\u003c\/strong\u003e The book outlines proper research techniques that help avoid common mistakes and misinterpretations when designing studies and reporting results.\u003c\/li\u003e\n \u003cli\u003e\n\u003cstrong\u003eFocused topics:\u003c\/strong\u003e Coverage includes sample size requirements, missing data bias in correlation matrices, and item-to-subject ratio concerns to aid applied decision making.\u003c\/li\u003e\n \u003cli\u003e\n\u003cstrong\u003eAccessible tone:\u003c\/strong\u003e The writing balances technical explanation with criticism that is approachable for advanced students and practicing researchers.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch2\u003eWho It's For\u003c\/h2\u003e\n\u003cp\u003eThis book is best suited to graduate students in psychology, education, and social sciences, as well as applied statisticians and researchers who regularly face reviewer critiques about methodology. It is particularly useful for those who need to defend or improve their study design and reporting against familiar but sometimes-misapplied standards.\u003c\/p\u003e\n\u003cp\u003eThose looking for a beginner's introduction to statistics or a comprehensive textbook on statistical methods should look elsewhere; this title assumes some prior familiarity with research design and statistical concepts and is oriented toward correcting misconceptions rather than teaching fundamentals.\u003c\/p\u003e\n\n\u003ch2\u003ePros \u0026amp; Cons\u003c\/h2\u003e\n\u003cp\u003e\u003cstrong\u003ePros\u003c\/strong\u003e\u003c\/p\u003e\n\u003cul\u003e\n \u003cli\u003eClear explanations of why certain critiques like \u003cstrong\u003ecommon method bias\u003c\/strong\u003e or \u003cstrong\u003elow item-to-subject ratios\u003c\/strong\u003e are misapplied in many reviews.\u003c\/li\u003e\n \u003cli\u003eProvides historical perspective that helps readers understand the origin of methodological lore.\u003c\/li\u003e\n \u003cli\u003eOffers concrete guidance on \u003cstrong\u003eproper research techniques\u003c\/strong\u003e that improve study design and reporting.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cstrong\u003eCons\u003c\/strong\u003e\u003c\/p\u003e\n\u003cul\u003e\n \u003cli\u003eNot a primer: readers without basic statistical background may find some chapters assume prior knowledge.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch2\u003eSpecifications\u003c\/h2\u003e\n\u003ctable\u003e\n \u003ctr\u003e\n\u003ctd\u003eTitle\u003c\/td\u003e\n\u003ctd\u003eMore Statistical and Methodological Myths and Urban Legends\u003c\/td\u003e\n\u003c\/tr\u003e\n \u003ctr\u003e\n\u003ctd\u003eAuthor\u003c\/td\u003e\n\u003ctd\u003eCharles E. Lance\u003c\/td\u003e\n\u003c\/tr\u003e\n \u003ctr\u003e\n\u003ctd\u003eSubject area\u003c\/td\u003e\n\u003ctd\u003eStatistics and Research Methodology\u003c\/td\u003e\n\u003c\/tr\u003e\n \u003ctr\u003e\n\u003ctd\u003eTopics covered\u003c\/td\u003e\n\u003ctd\u003eSample size, missing data bias in correlation matrices, item-to-subject ratios, generalizability, effect size interpretation\u003c\/td\u003e\n\u003c\/tr\u003e\n \u003ctr\u003e\n\u003ctd\u003eIntended audience\u003c\/td\u003e\n\u003ctd\u003eResearchers, graduate students, applied statisticians\u003c\/td\u003e\n\u003c\/tr\u003e\n \u003ctr\u003e\n\u003ctd\u003eFocus\u003c\/td\u003e\n\u003ctd\u003eDebunking methodological myths and outlining proper techniques\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003c\/table\u003e\n\n\u003ch2\u003eOur Verdict\u003c\/h2\u003e\n\u003cp\u003eMore Statistical and Methodological Myths and Urban Legends is a valuable corrective for anyone who faces routine methodological critiques in peer review or grant work; it provides useful context and actionable advice without pretending to be a basic statistics textbook. For researchers who already know the fundamentals, this book is good value because it helps sharpen defenses and improve study design where misconceptions otherwise persist.\u003c\/p\u003e\n\n\u003ch2\u003eFrequently Asked Questions\u003c\/h2\u003e\n\u003cp\u003e\u003cstrong\u003eDoes this book explain how to handle missing data?\u003c\/strong\u003e\u003cbr\u003eYes. The book addresses missing data bias specifically in correlation matrices and discusses implications for analysis and interpretation.\u003c\/p\u003e\n\u003cp\u003e\u003cstrong\u003eIs this suitable for beginners in statistics?\u003c\/strong\u003e\u003cbr\u003eNot really; the text assumes a working knowledge of research design and statistical concepts and is aimed at correcting misconceptions rather than teaching basics.\u003c\/p\u003e\n\u003cp\u003e\u003cstrong\u003eWill it help with responding to peer review critiques?\u003c\/strong\u003e\u003cbr\u003eYes. A central purpose is to catalog common methodological critiques and provide historical and practical responses useful in reviewer rebuttals and methodological revisions.\u003c\/p\u003e","brand":"Charles E. Lance","offers":[{"title":"Default Title","offer_id":48149394522331,"sku":"0415838991","price":55.19,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0724\/1043\/1707\/files\/7192DaJ_zKL._SL1360.jpg?v=1768466189","url":"https:\/\/gearmusthave.com\/products\/more-statistical-and-methodological-myths-and-urban-legends-guide","provider":"GearMustHave","version":"1.0","type":"link"}