Call for Papers:Vol.11 Issue.3

Submission
Last date		 28-Jun-2025
Acceptance Status In One Day
Paper Publish In Two Days
Submit ManuScript

News & Updates

Submit Article

Dear Authors, Article publish in our journal for Volume-11,Issue-3. For article submission on below link: Submit Manuscript


Join As Board

Dear Reviewer, You can join our Reviewer team without given any charges in our journal. Submit Details on below link: Join As Board


Paper Publication Charges

IJARIIE APP
Download Android App

For Authors

Archives

IJARIIE Board

Downloads

Android App

Download IJARIIE APP

Authors

Title: :  SEMINAR WORKSHOP: AN INTERVENTION FOR STATISTICAL ANALYSIS FOR RESEARCH
PaperId: :  26762
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 11 Issue 3 2025
DUI:    16.0415/IJARIIE-26762
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
RICHARD G. GRAFILDepEd Sorsogon, Philippines
RITZELDA A. DERISorsogon State University

Abstract

Education
data analysis, quantitative research, seminar workshop, statistical analysis
The study, “Seminar Workshop: An Intervention for Statistical Analysis for Research”, aimed to develop a seminar workshop to enhance the statistical proficiency of senior high school students in a coastal school. Using a mixed-method research design, the study involved 38 Grade 12 students and employed a pretest-posttest approach to assess changes in their skills. Instruments included are researcher-made survey questionnaire, pre- and post-tests, proposal evaluation rubrics, and a Focus Group Discussion Interview Guide. Results showed a significant improvement in statistical analysis after the seminar. The mean scores rose from 9.37 in the pretest to 15.13 in the posttest, with a mean gain 5.76. A paired t-test yielded a t-value of 8.20, confirming statistically significant improvement. The Cohen's d value of 1.45 indicated a large effect size, emphasizing the seminar’s impact. Students notably improved in hypothesis testing, sampling techniques, and statistical analysis using both manual methods and software tools like JAMOVI. Qualitative data from focus group discussions revealed that participants found the seminar engaging and practical, with strengths in delivery and interactive sessions. Observers highlighted its role in addressing gaps in textbooks and existing resources. Suggestions for improvement included extending the seminar’s duration and incorporating more individual activities. The study concluded that the seminar effectively enhanced statistical skills, combining theoretical and practical learning. Educators and administrators are encouraged to adopt a similar workshop to prepare students for research projects and deepen their understanding of statistical concepts.

Citations

Copy and paste a formatted citation or use one of the links to import into a bibliography manager and reference.

IJARIIE RICHARD G. GRAFIL, and RITZELDA A. DERI. "SEMINAR WORKSHOP: AN INTERVENTION FOR STATISTICAL ANALYSIS FOR RESEARCH" International Journal Of Advance Research And Innovative Ideas In Education Volume 11 Issue 3 2025 Page 2462-2477
MLA RICHARD G. GRAFIL, and RITZELDA A. DERI. "SEMINAR WORKSHOP: AN INTERVENTION FOR STATISTICAL ANALYSIS FOR RESEARCH." International Journal Of Advance Research And Innovative Ideas In Education 11.3(2025) : 2462-2477.
APA RICHARD G. GRAFIL, & RITZELDA A. DERI. (2025). SEMINAR WORKSHOP: AN INTERVENTION FOR STATISTICAL ANALYSIS FOR RESEARCH. International Journal Of Advance Research And Innovative Ideas In Education, 11(3), 2462-2477.
Chicago RICHARD G. GRAFIL, and RITZELDA A. DERI. "SEMINAR WORKSHOP: AN INTERVENTION FOR STATISTICAL ANALYSIS FOR RESEARCH." International Journal Of Advance Research And Innovative Ideas In Education 11, no. 3 (2025) : 2462-2477.
Oxford RICHARD G. GRAFIL, and RITZELDA A. DERI. 'SEMINAR WORKSHOP: AN INTERVENTION FOR STATISTICAL ANALYSIS FOR RESEARCH', International Journal Of Advance Research And Innovative Ideas In Education, vol. 11, no. 3, 2025, p. 2462-2477. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/SEMINAR_WORKSHOP__AN_INTERVENTION_FOR_STATISTICAL_ANALYSIS_FOR_RESEARCH_ijariie26762.pdf (Accessed : ).
Harvard RICHARD G. GRAFIL, and RITZELDA A. DERI. (2025) 'SEMINAR WORKSHOP: AN INTERVENTION FOR STATISTICAL ANALYSIS FOR RESEARCH', International Journal Of Advance Research And Innovative Ideas In Education, 11(3), pp. 2462-2477IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/SEMINAR_WORKSHOP__AN_INTERVENTION_FOR_STATISTICAL_ANALYSIS_FOR_RESEARCH_ijariie26762.pdf (Accessed : )
IEEE RICHARD G. GRAFIL, and RITZELDA A. DERI, "SEMINAR WORKSHOP: AN INTERVENTION FOR STATISTICAL ANALYSIS FOR RESEARCH," International Journal Of Advance Research And Innovative Ideas In Education, vol. 11, no. 3, pp. 2462-2477, May-Jun 2025. [Online]. Available: https://ijariie.com/AdminUploadPdf/SEMINAR_WORKSHOP__AN_INTERVENTION_FOR_STATISTICAL_ANALYSIS_FOR_RESEARCH_ijariie26762.pdf [Accessed : ].
Turabian RICHARD G. GRAFIL, and RITZELDA A. DERI. "SEMINAR WORKSHOP: AN INTERVENTION FOR STATISTICAL ANALYSIS FOR RESEARCH." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 11 number 3 ().
Vancouver RICHARD G. GRAFIL, and RITZELDA A. DERI. SEMINAR WORKSHOP: AN INTERVENTION FOR STATISTICAL ANALYSIS FOR RESEARCH. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2025 [Cited : ]; 11(3) : 2462-2477. Available from: https://ijariie.com/AdminUploadPdf/SEMINAR_WORKSHOP__AN_INTERVENTION_FOR_STATISTICAL_ANALYSIS_FOR_RESEARCH_ijariie26762.pdf
BibTex EndNote RefMan RefWorks

Number Of Downloads



Save in Google Drive

Similar-Paper

TitleArea of ResearchAuther NameAction
SEMINAR WORKSHOP: AN INTERVENTION FOR STATISTICAL ANALYSIS FOR RESEARCHEducationRICHARD G. GRAFIL Download
GAMIFICATION: ITS EFFECT ON THE ACADEMIC ACHIEVEMENT AND ATTITUDE IN MATHEMATICSEducation - MathematicsJovelyn P. Ewayan Download
CATCH-UP E-LEARNING: AN EXPERIMENTAL STUDY ON CONTEXTUALIZED VIDEO LESSONS IN GRADE 7 MATHEMATICSEducation - MathematicsGwen O. Pole Download
Application of Permutation and Combination in Transportation and Logistics Optimizationoperation ResearchEdoma Patrick Moses Download
NUMERICAL SOLOTION OF UNSTEADY MHD COUETTE FLOW IN A VERTICAL PLATE IN THE PRESENCE OF THERMAL RADIATIONMathematicsGambo Musa Download
Future of mathematics education an survey before and during the pandemicAppled MathematicesProf Pathare Dipak Vijay Download
Observations on Integral solutions of Quartic Equation with Four Unknowns x^3+y^3+z^3=3xyz+2(x+y)w^3MathematicsDr. N.Thiruniraiselvi Download
HEAT SOURCE-INDUCED DYNAMIC THERMOELASTIC RESPONSE IN A SEMI-INFINITE CYLINDERmathematicsJ. J. Tripathi Download
GROWTH OF MATHEMATICS IN EARLY INDIA AND ITS IMPACT ON SOCIETAL DEVELOPMENTHistory of MathematicsDr Govind Singh Download
Advancement of Patterns of Remarkable forms of Polygonal Numbers with Amicable ConditionsMathematicsR. Vanaja Download
Picture Fuzzy BG-Subalgebra in BG-algebraComputer Engineering(Picture fuzzy logic)Potla Naga Sriveni Download
Revolutionizing Mathematics Education: An Experimental Study On the Impact of Technology IntegrationMathematicsJAPETH D. SEBUALA Download
REVIEW OF BLEACHING IN PULP WASHINGMathematicsHappy Kumar Download
THE ROLE OF NEAR-RINGS IN THE STUDY OF ALGEBRAIC STRUCTURESMATHEMATICSE.THAMBIRAJA Download
A Study of Mathematics Anxiety among Upper Primary Students in Purba Bardhaman District.ScienceJhantu Halder Download
12