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All Journal Konselor Publikasi Pendidikan Jurnal Psikologi Pendidikan dan Konseling Journal of Educational Science and Technology Jurnal Terapan Abdimas JOIN (Jurnal Online Informatika) TERAPUTIK: Jurnal Bimbingan dan Konseling MATAPPA: Jurnal Pengabdian Kepada Masyarakat GUIDENA: Jurnal Ilmu Pendidikan, Psikologi, Bimbingan dan Konseling CARADDE: Jurnal Pengabdian Kepada Masyarakat Indonesian Journal of Learning Education and Counseling JURKAM: Jurnal Konseling Andi Matappa Insight: Jurnal Bimbingan dan Konseling KONSELING: Jurnal Ilmiah Penelitian dan Penerapannya Journal of Indonesian Sharia Economics TERAPUTIK: Jurnal Bimbingan dan Konseling International Journal of Multicultural Counseling and Development Jurnal Kajian Bimbingan dan Konseling COUNS-EDU: The International Journal of Counseling and Education
Muhammad Ilham Bakhtiar
STKIP Andi Matappa
Humanities Computer Science & IT Economics, Econometrics & Finance Education Engineering Languange, Linguistic, Communication & Media Social Sciences Other

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Pengaruh Profitabilitas, Ukuran Perusahaan, dan Leverage Terhadap Nilai Perusahaan Manufaktur Fasya, Muhammad Ardian; Bakhtiar, Muhammad Ilham; Amaroh, Siti
JIOSE: Journal of Indonesian Sharia Economics Vol 4 No 1 (2025): Maret 2025
Publisher : Fakultas Syariah dan Ekonomi Islam Institut Pesantren Mathali'ul Falah

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35878/jiose.v4i1.808

Abstract

The purpose of this research is to find out the Value of Companies that have been listed on the Indonesia Stock Exchange (IDX) which are affected by Profitability, Sales Distribution, Leverage during the 2020-2022 period. The population in this study are manufacturing companies listed on the IDX in the period 2020-2022. This study used a sample using purposive sampling method so that out of 15 companies, 13 manufacturing companies were found to be able to fulfill the model used as an exploratory test. The SPSS 26 program was used to perform multiple linear regression analysis for this study. The findings show that Firm Value is not significantly affected by Profitability and Leverage. Meanwhile, company size has a significant effect on the share capital structure of manufacturing companies listed on the IDX for the 2020-2022 period.
Optimizing Machine Learning Models for Graduation on Time Prediction: A Comparative Study with Resampling and Hyperparameter Tuning Bakri, Rizal; Alam, Syamsu; Astuti, Niken Probondani; Bakhtiar, Muhammad Ilham
JOIN (Jurnal Online Informatika) Vol 10 No 2 (2025)
Publisher : Department of Informatics, UIN Sunan Gunung Djati Bandung

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.15575/join.v10i2.1590

Abstract

Timely graduation prediction is a crucial issue in higher education, especially when academic, demographic, and behavioral factors interact in complex ways. However, many previous studies rely on default machine learning (ML) parameters and fail to consider the class imbalance problem, leading to suboptimal predictions. This study aims to build a comprehensive framework to evaluate the effectiveness of seven ML algorithms, which are AdaBoost, K-Nearest Neighbors, Naïve Bayes, Neural Network, Random Forest, SVM-RBF, and XGBoost, for predicting graduation on time by incorporating five resampling techniques and hyperparameter tuning. Resampling methods include Random Undersampling (RUS), Random Oversampling (ROS), SMOTENC, and two hybrid approaches (RUS-ROS and SMOTENC-RUS). Hyperparameter tuning was conducted using Grid Search, and model performance was evaluated through cross-validation and hold-out methods. The results show that Random Forest combined with RUS-ROS achieved the best performance, with an average metric score of 0.948. Statistical analysis using PERMANOVA (p = 0.009) and Bonferroni's post-hoc pairwise tests confirmed significant differences between certain models. This study contributes to the educational data mining literature by demonstrating that combining resampling and hyperparameter tuning improves classification performance in imbalanced educational datasets.
Decolonizing Counseling Practice: Multicultural Innovations and Social Justice in a Systematic Review of Scopus Database Study Bakhtiar, Muhammad Ilham; Hasbahuddin; Edil Wijaya Nur; Ida Zahara Adibah; I Ketut Wisarja; Salim Korompot
International Journal of Multicultural Counseling and Development Vol. 2 No. 1 (2025): March
Publisher : ILIN Education Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31960/ijomcd.v2i1.3156

Abstract

This study aims to (1) identify research trends in multicultural counseling innovations based on Scopus data from 2019–2025, and (2) explore the decolonization of counseling practices through a systematic analysis of the development of multicultural competence and social justice in counseling psychology. This inquiry is particularly relevant as universal counseling models rooted in Western norms are increasingly regarded as insufficient to address the diverse needs of global societies. The focus is directed toward understanding how decolonization challenges the dominance of Western perspectives, incorporates local wisdom, and promotes the role of counselors as agents of social advocacy. A systematic literature review was conducted on 173 Scopus-indexed articles published between 2019 and 2025, with screening procedures guided by the PRISMA framework. The findings demonstrate that multicultural counseling innovations have advanced through multiple approaches, including culturally responsive cognitive behavioral therapy (CBT), systematic adaptation models such as the Southampton Adaptation Framework, and the integration of traditional practices rooted in indigenous communities. The study further reveals that the effectiveness of psychological interventions is largely determined by the extent of cultural adaptation, while inadequate adaptation risks reproducing bias and reinforcing social inequities. In conclusion, decolonizing counseling emerges as a transformative paradigm that emphasizes the integration of indigenous knowledge, critical awareness of systemic injustice, and the counselor’s role as a catalyst for social change. These insights carry significant implications for advancing inclusive counseling theories and developing contextually grounded practices that respond effectively to multicultural societies in the era of globalization.
Sipakatau, Sipakainge, Sipakalebbi, Siri Na Pace: A Multicultural Counseling Model in Terminating Moral Degradation Izramadhani, Nur Suci; Bakhtiar, Muhammad Ilham; Ahmad Yusuf; Syaifullah Nur; Sutra Awaliyah; Sabil Husin
International Journal of Multicultural Counseling and Development Vol. 1 No. 2 (2024): September
Publisher : ILIN Education Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31960/ijomcd.v1i2.2537

Abstract

This study discusses the development of a multicultural counseling model based on 4S cultural values to terminate moral degradation among adolescents which is one of the factors that cause various social problems. This study generally aims to present a multicultural counseling service guide for guidance and counseling teachers. The specific objectives of this study are: 1) To describe students' needs for a multicultural counseling model based on 4S cultural values "(sipakatau, sipakainge, sipakalebbi, siri na pacce)" in terminating moral degradation among them. 2) To describe the ideal multicultural counseling model based on 4S cultural values "(sipakatau, sipakainge, sipakalebbi, siri na pacce)" through a feasibility test, usability test, and accuracy test so that it can be applied to terminate moral degradation among students 3) To identify if there are differences before and after the implementation of multicultural counseling services based on 4S cultural values "(sipakatau, sipakainge, sipakalebbi, siri na pacce)". The study was carried out through a Research and Development approach from Borg & Gold. Data were analyzed qualitatively and quantitatively. Quantitative data from paired observations were analyzed using the Wilcoxon test to identify whether they were different or not. The Wilcoxon test using SPSS version 22 for Pre-Test and Post-Test data showed that students' moral awareness increased after participating in multicultural counseling activities based on 4S culture. The study is authentically reported by authors and has not been published in any journal.
Efektivitas Media Booklet Melalui Layanan Bimbingan Klasikal Untuk Menurunkan Prokrastinasi Akademik Sufirah, Sri; Muhammad Ilham Bakhtiar; A. Aztri Fithrayani Alam
KONSELING: Jurnal Ilmiah Penelitian dan Penerapannya Vol. 5 No. 1 (2023): Oktober
Publisher : ILIN Institute

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31960/konseling.v5i1.1628

Abstract

Tujuan penelitian ini yaitu untuk mengetahui: (1) gambaran pelaksanaan penggunaan media booklet melalui layanan bimbingan klasikal untuk menurunkan prokrastinasi akademik mahasiswa STKIP Andi Matappa, (2) penggunaan media booklet melalui layanan bimbingan klasikal efektif untuk menurunkan prokrastinasi akademik mahasiswa STKIP Andi Matappa. Jenis penelitian ini adalah penelitian eksperimen dengan bentuk one grup pre-test dan post-test terhadap 18 sampel penelitian yang merupakan mahasiswa bimbingan dan konseling angkatan 2017 STKIP Andi Matappa. Teknik pengumpulan data yang digunakan yaitu angket dan observasi. Adapun teknik analisis data yang digunakan untuk membuktikan hipotesis adalah Uji Wilcoxon’s Signed Rank Test. Hasil penelitian menunjukkan bahwa: (1) pelaksanaan penggunaan media booklet melalui layanan bimbingan klasikal memberikan pengaruh yang positif dalam menurunkan prokrastinasi akademik mahasiswa STKIP Andi Matappa, yang terlihat dari aspek-aspek yang diobservasi pada saat penggunaan media booklet melalui layanan bimbingan klasikal yang mengalami peningkatan pada setiap pertemuan. Peningkatan keaktifan tersebut mengindikasikan bahwa mahasiswa menerima penggunaan media booklet melalui layanan bimbingan klasikal, (2) penggunaan media booklet melalui layanan bimbingan klasikal efektif untuk menurunkan prokrastinasi akademik mahasiswa STKIP Andi Matappa.
Pengembangan Media Konseling Berbasis Booklet Digital dalam Mengurangi Perilaku Menyontek Anwar, Dewi Ariani; Muhammad Ilham Bakhtiar; Yusuf, Ahmad
KONSELING: Jurnal Ilmiah Penelitian dan Penerapannya Vol. 5 No. 1 (2023): Oktober
Publisher : ILIN Institute

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31960/konseling.v5i1.1999

Abstract

Tujuan penelitian ini yaitu untuk mengetahui: (1) model media konseling berbasis booklet digital dapat diterima melalui uji kegunaan, kelayakan, dan ketepatan dalam mengurangi perilaku menyontek mahasiswa di STKIP Andi Matappa, (2) gambaran pelaksanaan pengembangan media konseling berbasis booklet digital dalam mengurangi perilaku menyontek mahasiswa di STKIP Andi Matappa, (3) Pengembangan media konseling berbasis booklet digital efektif dalam mengurangi perilaku menyontek mahasiswa di STKIP Andi Matappa. Jenis penelitian ini adalah penelitian pengembangan (Research and Development) yang berdasarkan tahapan-tahapan penelitian oleh Borg and Gall. Teknik pengumpulan data yang digunakan yaitu wawancara, angket dan observasi. Adapun teknik analisis data yang digunakan untuk membuktikan hipotesis adalah uji Wilcoxon’s Signed Rank Test. Hasil penelitian menunjukkan bahwa: (1) Model media konseling berbasis booklet digital yang diterima dalam penelitian ini yaitu booklet digital dengan judul “Menghapus Budaya Menyontek, Menyelematkan Generasi Muda” beserta panduan penggunaannya, (2) Gambaran pelaksanaan konseling kelompok menggunakan media konseling berbasis booklet digital memberikan pengaruh yang postif dalam mengurangi perilaku menyontek mahasiswa STKIP Andi Matappa, yang terlihat dari aspek-aspek yang diobservasi pada saat pemberian treatment (perlakuan) yang mengalami peningkatan pada setiap pertemuan. Peningkatan keaktifan pada setiap pertemuan mengindikasikan bahwa mahasiswa menerima pengembangan media konseling berbasis booklet digital dalam mengurangi perilaku menyontek mahasiswa, (3) Pengembangan media konseling berbasis booklet digital efektif dalam mengurangi perilaku menyontek mahasiswa di STKIP Andi Matappa.
Gangguan Pengendalian Emosi Pada Siswa dan Upaya Penangannya Melalui Teknik Art Therapy, Self Talk dan Teknik Relaksasi Indawahyuni Said; Muhammad Ilham Bakhtiar
KONSELING: Jurnal Ilmiah Penelitian dan Penerapannya Vol. 6 No. 3 (2025): April
Publisher : ILIN Institute

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31960/konseling.v6i3.2789

Abstract

Penelitian ini bertujuan untuk mengetahui faktor penyebab dan dampak dari ganguan pengendalian emosi di SMAN 9 Makassar. Pendekatan yang digunakan dalam penelitian ini adalah kualitatif dengan menggunakan metode deskriptif. Bentuk penelitian yang digunakan adalah studi kasus. Teknik pengumpulan data meliputi observasi langsung, wawancara dan dokumentasi. Berdasarkan hasil wawancara dan observasi yang dilakukan ciri siswa yang mempunyai sifat gangguan dalam mengendalikan emosi yang dimiliki adalah karena pola asuh orang tua dan karakteristik yang dimiliki oleh subyek. Alternatif Solusi yang diberikan terdiri 3 yaitu Teknik relaksasi, Pendekatan Cognitive Behaviour Therapy (CBT) yaitu menggunakan teknik Art Therapy dan Self talk dan solusi yang diberikan adalah dengan menggunakan teknik relaksasi.
Integrasi Project-Based Learning (PjBL) dan Adversity Quotient dalam Meningkatkan Kesiapan Berwirausaha: Analisis Bibliometrik dan Systematic Literature Review Bakhtiar, Muhammad Ilham; Rosida, Vivi; Haruna, Hasisa; Satriadi, Satriadi; Syam, Suehartono; Verdian, Aldi Huda
Publikasi Pendidikan Vol 15, No 3 (2025)
Publisher : Universitas Negeri Makassar

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.26858/publikan.v15i3.76928

Abstract

Penelitian bertujuan untuk menganalisis tren dan arah penelitian terkait Project-Based Learning (PjBL) dalam pendidikan kewirausahaan yang terindeks di Scopus. Secara khusus, tujuan penelitian meliputi: (1) mengidentifikasi tren publikasi PjBL dalam pendidikan kewirausahaan sepuluh tahun terakhir, (2) menelusuri perkembangan tren penelitian periode 2003–2025, (3) memetakan topik dominan dalam kajian PjBL dan kewirausahaan, (4) mengeksplorasi keterbatasan serta peluang riset masa depan, dan (5) merumuskan kerangka konseptual integrasi PjBL dan Adversity Quotient (AQ) dalam membentuk kompetensi kewirausahaan yang tangguh dan adaptif. Metode penelitian menggunakan pendekatan Systematic Literature Review (SLR) dengan pedoman PRISMA berbasis data Scopus yang menghasilkan 221 terbitan 2003-2025 sebagai artikel awal. Setelah penyaringan dengan kriteria inklusi–eksklusi, kemudian Analisis bibliometris menggunakan aplikasi RStudi , OpenRefine dan Biblioshny. Hasil penelitian menunjukkan tren publikasi meningkat signifikan sejak 2015 dan mencapai puncak pada 2024. Tema penelitian berevolusi dari fokus manajemen proyek ke integrasi pengalaman nyata, keterampilan abad ke-21, digitalisasi, Ethno-STEM, hingga self-efficacy sebagai landasan teoritis. Tantangan masih terlihat pada minimnya integrasi social enterprise, startup, dan kolaborasi global, terutama di negara berkembang. Namun, peluang riset terbuka pada inovasi digital, kurikulum berbasis proyek, serta perluasan jejaring internasional. Secara konseptual, integrasi PjBL dan AQ berpotensi membentuk kompetensi kewirausahaan kreatif, resilien, dan adaptif, relevan dengan tantangan pendidikan abad ke-21. 
Tracer Study Alumni: Upaya Pengembangan Prodi Bimbingan Konseling Universitas Negeri Makassar Bakhtiar, Muhammad Ilham; Latif, Suciani
Jurnal Kajian Bimbingan dan Konseling
Publisher : citeus

Show Abstract | Download Original | Original Source | Check in Google Scholar

Abstract

The aim of research to determine: (1) the profile of alumni student guidance and counseling; (2) a waiting period of alumni guidance and counseling; (3) the relevance of courses to the needs of the labor market; (4) the alumni users. This study is a qualitative research using descriptive survey method. The analysis conducted by the percentage and using three stages of data reduction, data presentation and conclusions. The results of this study through the instrument tracer study provides an overview achievement graduate GPA average of 78% or between 2.75 to 3.50 and there are 22% or 3.50 to 4.00 cum laude. The study period of Prodi Guidance and Counseling alumni is fairly fast 3.5-year study period, there were 13% and 68% of alumni completed the study precisely in the time period in 4 years. Similarly, waiting period to get their first job is very quick, the longest is 5 months with a percentage of 88%. The job mostly occupied by the alumni is as a Guidance and Counseling Teacher (66%). Users suggest competence enhancement of graduates in the field of foreign languages, especially English, skills or personal development skills, and mastery of technology needs to be developed.
The effect of behavioral rehearsal technique through group counseling for overcoming social anxiety of students Saman, Abdul; Bakhtiar, Muhammad Ilham
COUNS-EDU: The International Journal of Counseling and Education Vol. 5 No. 1 (2020)
Publisher : Indonesian Institute for Counseling, Education, and Therapy & Indonesian Counselor Association

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.23916/0020200525110

Abstract

This research examined the influence of group counseling using behavioral rehearsal techniques to overcome students’ social anxiety. This research used the quantitative method with a quasi-experimental design namely Matching-Only Design. The study involved 30 students for the control group and 30 students for the experimental group selected through purposive sampling.  Data were collected using a questionnaire that had been validated. They were then analyzed using normality testing, homogeneity, data nominality testing, gain score and hypothesis testing. The findings of this research indicated that group counseling through behavioral rehearsal techniques could overcome the problem of social anxiety experienced by students. In the pretest, the research showed that the social anxiety level of students in the experimental group was in the high category, and the control group was in the medium category. While the posttests of both experimental and control groups were in the very low category. Behavioral rehearsal techniques should be informational and practical in the development of knowledge, especially in dealing with the problems of social anxiety.
Co-Authors A. Aztri Fithrayani Alam A.A. Ketut Agung Cahyawan W Abdul Saman Abdul Wahid Abdullah Sinring Ahmad Yusuf Ahmad Yusuf Akhmad Harum, Akhmad Andini Andini Anwar, Dewi Ariani AR, Nur Halim Asriani Asriani, Asriani Astuti, Niken Probondani Aulia Baina Zahra Aztri Fithrayani Aztrid Fithrayani Edil Wijaya Nur Erwan Farida Aryani Fasya, Muhammad Ardian Firdha Razak Gunawan, A. Muhammad Fadhil Hadi Pranoto Hasbahuddin, Hasbahuddin Hasisa Haruna I Ketut Wisarja Ida Zahara Adibah Iin Fadli Ikhsan Ikhsan Indawahyuni Said Izramadhani, Nur Suci Jamhari Jamhari Khairunnisa`a Tayyibu Korompot, Salim Latif, Suciani M. Amirullah Mahmud, Ramlan Muh. Iswal Burhan Muhammad Anas Muhammad Anas Muhammad Arifin Ahmad Muhammad Idris Muhammad Jufri Nur Fadillah Umar Nur Halima, St Nurhidayatullah Nurhidayatullah Dahlan Nurhidayatullah Nurhidayatullah Nurwahdania Bakhtiar Bakhtiar Putri Putri, Putri Rahmah Kumullah Ramlan Mahmud Rivai, Andi Muhammad Rizal Bakri Sabil Husin Salmiati Salmiati Salmiati Salmiati, Salmiati Salmiti Salmiati Samad, Sulaiman Satriadi, Satriadi Sinring, Abdullah Siti Amaroh Suciani Latif Suehartono Syam Sufirah, Sri Suparman, Djaja Sutra Awaliyah Syaifullah Nur Syam, Suehartono SYAMSU ALAM Syayidatul Zuhrah Al-Munawarah Umar, Nur Fadhilah Verdian, Aldi Huda Vivi Rosida