Linganisha mbinu

	Uchambuzi wa Maudhui	Matched-Guise Technique	Variationist Sociolinguistics
Nyanja	Mbinu za Kimaelezo	Isimu	Isimu
Familia	Process / pipeline	Process / pipeline	Process / pipeline
Mwaka wa asili	Systematised through Krippendorff's methodology work; 4th edition 2018	1960	1972
Mwanzilishi	Klaus Krippendorff (systematic formulation); roots in early 20th-century communications research	Wallace Lambert and colleagues	William Labov
Aina	Qualitative / mixed-method research technique	Indirect experimental measure of language attitudes	Quantitative field study of socially conditioned linguistic variation
Chanzo asilia	Krippendorff, K. (2018). Content Analysis: An Introduction to Its Methodology (4th ed.). Sage. ISBN: 978-1506395661	Lambert, W. E., Hodgson, R. C., Gardner, R. C., & Fillenbaum, S. (1960). Evaluational reactions to spoken languages. Journal of Abnormal and Social Psychology, 60(1), 44–51.	Labov, W. (1972). Sociolinguistic Patterns. University of Pennsylvania Press. ISBN: 9780812210521
Majina mbadala	İçerik Analizi, systematic content coding, quantitative content analysis	Matched Guise Test, Matched-Guise Experiment, Language Attitude Matched Guise	Variationist Analysis, Labovian Sociolinguistics, Quantitative Sociolinguistics
Zinazohusiana	5	2	4
Muhtasari	Content analysis is a systematic research technique for reducing text, visual, or media material into coded categories so that patterns can be counted, compared, and interpreted. Formalised by Klaus Krippendorff in his widely cited methodology textbook (latest edition 2018), the method sits at the boundary of qualitative and quantitative inquiry: it imposes structured, replicable coding on inherently meaning-laden material.	The matched-guise technique is an indirect experimental method for measuring attitudes toward languages, dialects, and accents. Developed by Wallace Lambert and colleagues in 1960, it has the same bilingual or bidialectal speaker record the same passage in two or more language varieties ('guises'); listeners, believing they are hearing different speakers, rate each recording on personality and status traits. Because the voice, content, and delivery are held constant, any differences in the ratings can be attributed to listeners' attitudes toward the variety itself.	Variationist sociolinguistics is the quantitative study of how linguistic variation is structured by social and linguistic factors. Pioneered by William Labov in the 1960s and 1970s, it treats alternative ways of saying the same thing — the 'linguistic variable' — as systematically conditioned by speaker characteristics (class, age, sex, ethnicity), stylistic context, and the surrounding linguistic environment, and it uses statistical modeling of natural speech to reveal the orderly heterogeneity beneath apparent randomness.