{"product_id":"using-statistics-in-small-scale-language-education-research","title":"Using Statistics in Small-Scale Language Education Research","description":"\u003cp\u003eIn this review of Using Statistics in Small-Scale Language Education Research, the bottom line is clear: it is a practical, classroom-focused guide for language teachers and applied linguistics students who need to do statistical research with small groups. Jean L. Turner writes assuming no prior statistics background, so the book's greatest strength is its step-by-step focus on research design and interpretation using methods that work when participant numbers are limited. This review highlights why the emphasis on \u003cstrong\u003enon-parametric statistics\u003c\/strong\u003e makes it especially useful for real classroom projects.\u003c\/p\u003e\n\u003ch2\u003eKey Features\u003c\/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cstrong\u003eIntroductory approach:\u003c\/strong\u003e Assumes no familiarity with statistical methods and walks readers through basics so educators new to statistics can follow.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eDesign-focused guidance:\u003c\/strong\u003e Offers detailed instruction on designing and conducting classroom-based research, helping readers plan feasible studies with small samples.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eInterpretation support:\u003c\/strong\u003e Emphasizes how to interpret and evaluate results so teachers can draw practical conclusions from limited data.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eThree-statistics coverage:\u003c\/strong\u003e Explains descriptive, parametric, and non-parametric methods while prioritizing those appropriate for small-N studies.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eClassroom relevance:\u003c\/strong\u003e Tailors examples and advice to second and foreign language educators aiming to carry out research in their own teaching contexts.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003ch2\u003eWho It's For\u003c\/h2\u003e\n\u003cp\u003eThe book is best for language educators, graduate students in applied linguistics, and teacher-researchers who want a clear, accessible introduction to statistical methods that work in classroom settings and with limited participants. It suits coursework in language education research methods and statistics where hands-on classroom projects are expected.\u003c\/p\u003e\n\u003cp\u003eThose who should look elsewhere include readers seeking exhaustive mathematical derivations or large-sample survey techniques; specialists who need advanced parametric modeling or extensive statistical software tutorials will find the scope intentionally focused on practical, small-scale approaches.\u003c\/p\u003e\n\u003ch2\u003ePros \u0026amp; Cons\u003c\/h2\u003e\n\u003cp\u003e\u003cstrong\u003ePros\u003c\/strong\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eTeaches \u003cstrong\u003enon-parametric statistics\u003c\/strong\u003e with classroom-appropriate examples, making it easier to analyze small participant sets.\u003c\/li\u003e\n\u003cli\u003eClear, stepwise explanations support readers with little or no prior statistics experience.\u003c\/li\u003e\n\u003cli\u003ePractical advice on designing and evaluating small-scale studies helps translate methods into classroom action.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cstrong\u003eCons\u003c\/strong\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eNot aimed at readers who need advanced parametric techniques or deep mathematical proofs, so it may be too introductory for some researchers.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003ch2\u003eSpecifications\u003c\/h2\u003e\n\u003ctable\u003e\n\u003ctr\u003e\n\u003ctd\u003eTitle\u003c\/td\u003e\n\u003ctd\u003eUsing Statistics in Small-Scale Language Education Research\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eAuthor\u003c\/td\u003e\n\u003ctd\u003eJean L. Turner\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eSeries\u003c\/td\u003e\n\u003ctd\u003eESL \u0026amp; Applied Linguistics Professional Series\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eAudience\u003c\/td\u003e\n\u003ctd\u003eLanguage educators and applied linguistics students\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eStatistical focus\u003c\/td\u003e\n\u003ctd\u003eDescriptive, parametric, and non-parametric (emphasis on non-parametric)\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eApplication\u003c\/td\u003e\n\u003ctd\u003eClassroom settings and small participant studies\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003c\/table\u003e\n\u003ch2\u003eOur Verdict\u003c\/h2\u003e\n\u003cp\u003eUsing Statistics in Small-Scale Language Education Research is a practical, well-targeted resource for teachers and students who must design and interpret classroom research with few participants. Its emphasis on \u003cstrong\u003enon-parametric methods\u003c\/strong\u003e and clear instructional tone make it good value for educators wanting usable statistical guidance rather than abstract theory.\u003c\/p\u003e\n\u003ch2\u003eFrequently Asked Questions\u003c\/h2\u003e\n\u003cp\u003e\u003cstrong\u003eDoes this book require prior statistics experience?\u003c\/strong\u003e\u003cbr\u003eNo. The text assumes no familiarity with statistics and provides step-by-step instruction suitable for beginners.\u003c\/p\u003e\n\u003cp\u003e\u003cstrong\u003eIs the book useful for actual classroom research projects?\u003c\/strong\u003e\u003cbr\u003eYes. It focuses on designing, conducting, and interpreting studies in classroom settings, especially when sample sizes are small.\u003c\/p\u003e\n\u003cp\u003e\u003cstrong\u003eAre advanced parametric methods covered in depth?\u003c\/strong\u003e\u003cbr\u003eParametric methods are addressed, but the emphasis is on non-parametric techniques appropriate for small-N situations rather than exhaustive advanced modeling.\u003c\/p\u003e","brand":"Jean L. Turner","offers":[{"title":"Default Title","offer_id":48152114364635,"sku":"0415819938","price":210.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0724\/1043\/1707\/files\/51DYUtdLFCL._SL1360.jpg?v=1768486405","url":"https:\/\/gearmusthave.com\/products\/using-statistics-in-small-scale-language-education-research","provider":"GearMustHave","version":"1.0","type":"link"}