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Enregistrement W73724950

Selecting a Quantitative or Qualitative Research Methodology: An Experience

2002· article· en· W73724950 sur OpenAlex

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Notice bibliographique

RevueEducational research quarterly · 2002
Typearticle
Langueen
DomaineDecision Sciences
ThématiqueBusiness Strategies and Management Research
Établissements canadiensnon disponible
Organismes subventionnairesnon disponible
Mots-clésDilemmaSubconsciousQualitative researchIdeologySociologyEpistemologyQuantitative researchEducational researchPoliticsPsychologyManagement scienceSocial sciencePolitical scienceLaw
DOInon disponible

Résumé

récupéré en direct d'OpenAlex

Olusegun A. Sogunro, Central Connecticut State University The selection of appropriate research method has always been a dilemma for many researchers and evaluators. While quantitative-- qualitative research debate ravages, what is obvious is that there is no one best research method for all research and evaluations. Different research purposes require use of different research methods, separately or in concert with each other. For all practical purposes, both quantitative and qualitative methods have different, but complementary roles to play in a research process and outcome. This paper explains experience of author in using a mixture of two research approaches to evaluate a leadership training program. The fray between champions of these two distinguishable research approaches is essentially ideological and political. Basically, two approaches differ in their ways of conducting research, and each tends to claim superiority over other. Ironically, each tradition overtly discredits other as if it is infallible. The stage is always charged so that, given chance, these champions would fight at any to defend their research philosophies. Fueling this charged situation is subconscious luring of graduate students into these dichotomous camps of research methodologies and paradigms, especially from standpoint of research orientations of professors - instructing or advising. This paper presents my experience as a researcher, using both quantitative and qualitative research methods. Definitions Creswell (1994) defined a quantitative research as an inquiry into a social or human problem, based on testing a theory composed of variables, measured with numbers, and analyzed with statistical procedures, in order to determine whether predictive generalizations of theory hold true and a qualitative research as an inquiry process of understanding a social or human problem, based on building a complex, holistic picture, formed with words, reporting detailed views of informants, and conducted in a natural setting (pp. 1-2). In a very simplistic form, Punch (1998) defined quantitative research as empirical research where data are in form of and qualitative research as empirical research where data are not in form of (p. 4). Gay and Airasian (2000) defined quantitative research as the collection of numerical data in order to explain, predict and/or control phenomena of and qualitative research as the collection of extensive data on many variables over extended period of time, in a naturalistic setting, in order to gain insights not possible using other types of research (p. 627). While both research approaches are equally recognized and used in conducting research, major differences between them are in areas of data collection and analyses. According to Gall, Gall & Borg (1999), quantitative research heavily on numerical data and statistical analysis. In contrast, qualitative research make little use of numbers or statistics but instead rely heavily on verbal data and subjective analysis (p. 13). My Experience in Using a Mixture of Quantitative and Qualitative Research Approaches In course of undertaking evaluation study toward my dissertation, it became apparent that suggestions given to me by my advisors were largely based on their professional preparations, interest or orientations. For instance, one professor suggested use of questionnaire for data collection while other suggested that use of interviews alone would suffice. However, based on my curiosity to explore two research approaches, I adopted mixed methodology approach. Between January 1994 and December 1995, I conducted evaluation study of impact of a leadership training program on participants. The program was organized by Rural Education Development Association (REDA) of Alberta, Canada. …

Récupéré en direct depuis OpenAlex et désinversé. Les résumés ne sont pas conservés dans cette base de données : les index inversés représentent 8,6 Go des 9,3 Go de texte de la base, et le serveur dispose de 13 Go libres.

Prédiction distillée sur la base complète

Imitation des enseignants

Ni prévalence calibrée, ni vérité terrain. Validation humaine à venir. Apprise à partir de 10 348 étiquettes directes de Codex et de 10 348 étiquettes directes de Gemma. Le mode candidate est l'union des têtes enseignantes seuillées; le consensus est leur intersection. Ces sorties portent le statut machine_predicted_unvalidated et ne sont ni des étiquettes humaines ni des étiquettes directes de modèles de pointe.

score de la tête « metaresearch » (Codex)0,069
score de la tête « metaresearch » (Gemma)0,064
Version: codex-gemma-dda1882f352aStatut de validation: machine_predicted_unvalidated
Catégories candidatesMétarecherche, Études des sciences et des technologies, Communication savante, Charge utile insuffisante (le modèle a refusé de juger)
Catégories consensuellesMétarecherche, Charge utile insuffisante (le modèle a refusé de juger)
DomaineSignal candidat: aucune · Signal consensuel: aucune
Devis d'étudeSignal candidat: Qualitatif · Signal consensuel: Qualitatif
GenreSignal candidat: Empirique · Signal consensuel: Empirique
Score de désaccord entre enseignants0,272
Score d'incertitude au seuil0,999

Scores Codex et Gemma par catégorie

CatégorieCodexGemma
Métarecherche0,0690,064
Méta-épidémiologie (sens strict)0,0000,000
Méta-épidémiologie (sens large)0,0000,000
Bibliométrie0,0020,009
Études des sciences et des technologies0,0020,002
Communication savante0,0020,002
Science ouverte0,0030,000
Intégrité de la recherche0,0000,001
Charge utile insuffisante (le modèle a refusé de juger)0,0230,004

Scores machine (provisoires)

Les deux têtes enseignantes du modèle étudiant, lues sur ce travail. Un score ordonne la base pour la relecture; il n'affirme jamais une catégorie, et le statut de validation accompagne chaque rangée tel quel.

Scores de référence d'un modèle non mature (critères de maturité non atteints, 7 itérations). Un score ordonne; il n'affirme jamais une catégorie.

Tête enseignante Opus0,952
Tête enseignante GPT0,749
Écart entre enseignants0,203 · la distance entre les deux têtes enseignantes sur ce seul travail
Statut de validationscore_only:v0-immature-baseline · tel quel depuis la passe de notation : score_only signifie que le nombre peut ordonner les travaux, et qu'aucune étiquette de catégorie n'en découle