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                                                                                                                                            SELECTION OF THE MOST EFFECTIVEE
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                                                                                                                             T       E        A         C         H         I       N         G              M             E       T        H         O          D              F       O          R             K         I       N         D         E        R         G         A         R         T        E
                                                                                                                             TEACHING METHOD FOR KINDERGARTENN
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                                                                                                                                                          STUDENTS USING FUZZY TOPSISS
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                                                                                                                                                                      BY: NADIATUL NAJWA BINTI MAT MELI (2023977015)
                                                                                                                                                                SUPERVISED BY: MADAM SUZIANA AIDA BINTI OTHMAN
                                                  ABSTRACT                                                                                                                                                                                                                                                                                                              METHODOLOGY
                                                  This study applies the fuzzy TOPSIS method to determine the most effective teaching method for
                                                  kindergarten students. Four alternatives like play-based learning, group learning or collaborative
                                                  method, interactive multimedia tools, and role-playing method were evaluated based on students’
                                 1                engagement, adaptability, time of preparation, and cost. Data were obtained through face-to-face



                                                  discussions with key decision makers. Findings indicate that play-based learning is the most

                                                  effective, offering both high engagement and practical flexibility. The study provides valuable


                                                  guidance for educators and curriculum planners in selecting developmentally appropriate and


                                                  efficient teaching methods for early childhood education.














                                                 PROBLEM STATEMENT



                                                 Despite the increasing awareness of early childhood education in Kelantan, many kindergarten

                                                 teachers struggle to choose effective teaching methods suited to different types of institutions like

                                2                government, private, religious, and special needs. Existing studies often lack context and specific



                                                 evaluations, especially within the Malaysian setting. This gap limits informed decision-making.


                                                 Therefore, a structured, data-driven approach is needed to identify the most effective teaching

                                                 methods tailored to each kindergarten type. This study addresses that need using the fuzzy TOPSIS


                                                 method.










                                                 OBJECTIVES






                                                        To apply the Triangular Fuzzy Number (TFN) in the multi-criteria decision making (MCDM) process.

                                                        To apply the fuzzy TOPSIS method in identifying the most effective teaching method for                                                                                                                                                                                                        4

                                3                       kindergarten students in Kelantan.

















                                                           IMPLEMENTATION                                                                                                                                                                                                                                                                             Step 6 and step 7: Find distance  from FPIS





                                                           Step 1: Collect data from decision makers                                                                                     Step 3:                                                                                                                                                      and FNIS and the closeness of coefficient


                                                                                                                                                                                         Aggregated alternatives decision matrix:

                                                           Step 2: Convert data to Triangular Fuzzy


                                                           Number

































                                                                                                                                                                                        Aggregated criteria weightage  decision matrix:























                                                                                                                                                                                        Step 4: Calculate the normalized decision matrix:
                                                                                                                                                                                                                                                                                                                                                                                                     ;

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    5






































                                                                                                                                                                                                                                                                                                                                                         Step 8: Rank the alternatives





                                                                                                                                                                                         Step 5: Weighted normalized decision matrix:




                                                                                                                                                                                                                                                          ;







































                                                                                                                                                                                                                                                                      CONCLUSION


                                                               RESULT AND DISCUSSION


                                                                                                                                                                                                                                                                              This study applied Fuzzy TOPSIS to evaluate four teaching methods for


                                                                                                                                                                                                                                                                              kindergarten based on engagement, adaptability, preparation time,
                                     6                                                                                                                                                                                                                7                       and cost.




                                                                                                                                                                                                                                                                              Play-based learning ranked highest (0.482) for its ability to engage


                                                                                                                                                                                                                                                                              students and use low-cost, reusable materials.


                                                                                                                                                                                                                                                                              Multimedia tools followed, but cost and adaptability were concerns.


                                                                                                                                                                                                                                                                              Group learning and role-playing ranked lower due to time and practical


                                                                                                                                                                                                                                                                              limitations.







                                                           Play-based learning ranked highest (0.482) based on students’


                                                           engagement, adaptability, time of preparation, and cost.                                                                                                                                                   RECOMMENDATIONS

                                                           aligning with Schwartz (2021) and Parker et al. (2022).

                                                           Multimedia tools ranked second due to high cost. Group learning                                                                                                                                                    Include more teaching methods and criteria to reduce bias.                                                                                                                                                           8


                                                           lacked motivation, while role-playing required too much                                                                                                                                                            Apply other MCDM techniques in future research for comparison.

                                                           preparation.
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