PENGARUH PENERAPAN SISTEM PRESENSI SMART MANDABA TERHADAP PENGELOLAAN DATA KEHADIRAN DI MADRASAH ALIYAH NEGERI 2 BANTULNIM.: 22104090038Fathun Ni’amauthorThis study was motivated by the implementation of a digital attendance system as part of the educational administrative transformation at Madrasah Aliyah Negeri 2 Bantul. Attendance data management, which was previously conducted manually, posed risks of recording errors and delays in data compilation, resulting in less efficient administrative processes. These conditions prompted the implementation of the SMART MANDABA system as the madrasah's attendance information system. However, based on a review of previous research, studies on attendance systems have largely focused on system development and their impact on student discipline, while the influence of attendance system implementation on attendance data management in the context of madrasahs has been empirically studied only to a limited extent. This study aims to analyze the level of implementation of the SMART MANDABA attendance system and to examine its impact on student attendance data management at Madrasah Aliyah Negeri 2 Bantul. This correlational quantitative study was conducted at Madrasah Aliyah Negeri 2 Bantul. Using total sampling, the entire population of 55 teachers was included as the study sample. Primary data were collected using a 4-point Likertscale questionnaire developed based on DeLone and McLean’s Information Systems Success Model. The instrument has been validated for both validity and reliability. The data analysis stages included the use of descriptive and inferential statistics, such as Chi-Square cross-tabulation, Pearson Product-Moment correlation, hypothesis significance testing, and simple linear regression. The research results show that the level of implementation of the SMART MANDABA attendance system falls into the high category, with a percentage of 78.2%. The results of the Pearson correlation test indicate a strong positive relationship between the implementation of the attendance system and attendance data management, with a correlation coefficient of 0.699 and a significance level of < 0.001. The results of the hypothesis test indicate that the implementation of the SMART MANDABA attendance system has a positive and significant effect on attendance data management. Simple linear regression analysis yielded the equation Y = 15.143 + 0.228X, while the coefficient of determination of 0.489 indicates that the implementation of the attendance system explains 48.9% of the variation in attendance data management within the research model.371.2 Pendidikan - Manajemen2026-08-18UIN SUNAN KALIJAGA YOGYAKARTA;FAKULTAS ILMU TARBIYAH DAN KEGURUANThesis