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Do Democracy and Investment Promote Regional Economic Performance? Evidance from Panel Data Analysis Isma, Andika; Fitrianti, Retno; Alisyahbana, Andi Naila Quin Azisah; Diarra, Salim
Quantitative Economics and Management Studies Vol. 6 No. 6 (2025)
Publisher : PT Mattawang Mediatama Solution

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35877/454RI.qems4483

Abstract

This study investigates whether democracy and investment promote regional economic performance in Indonesia. It employs panel data for 34 provinces over the period 2021–2023, modelling real GRDP per capita as a function of provincial democracy, investment, central government transfers per capita, and population. The empirical analysis is conducted using EViews 13, comparing pooled OLS, random effects, and fixed effects specifications; Chow, Breusch–Pagan LM, and Hausman tests consistently indicate that the fixed effects model is the most appropriate. The estimation results show that provincial democracy, as measured by the Indonesian Democracy Index, does not exert a statistically significant direct effect on regional economic performance within the short observation window. By contrast, investment displays a positive and robust association with real GRDP per capita across specifications, confirming its role as the main proximate driver of regional growth. Central government transfers per capita and population do not exhibit a stable growth-enhancing effect and, in some cases, are weakly or negatively associated with regional output. The findings of this study indicate that, in the short run, investment is the key channel through which regional economies respond to institutional and fiscal environments, while democracy operates more as a deep institutional background whose economic impokact is not immediately visible in annual growth outcomes.
Macroeconomic Policy Analysis on Labor Absorption in the Manufacturing Industry Sector of South Sulawesi Alisyahbana, Andi Naila Quin Azsisah; Fitrianti, Retno; Isma, Andika; Muflih, Betania Kertika
Daengku: Journal of Humanities and Social Sciences Innovation Vol. 5 No. 6 (2025)
Publisher : PT Mattawang Mediatama Solution

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35877/454RI.daengku4507

Abstract

This study examines the determinants of regional economic performance with a particular focus on the roles of democracy and investment as key drivers of economic development in South Sulawesi. Using panel data from 24 districts and municipalities over the 2021–2023 period, this research analyzes how variations in political governance, investment flows, and structural economic characteristics shape regional growth outcomes. The study employs a panel regression approach comparing Pooled OLS, Fixed Effects, and Random Effects models to obtain consistent estimations and identify the most appropriate specification for explaining regional economic dynamics. The analysis highlights the conceptual significance of democracy as an institutional foundation that influences policy effectiveness, government accountability, and stability, all of which contribute to a conducive environment for economic activity. Investment is also positioned as a critical economic instrument that supports productivity, technological diffusion, and industrial upgrading. The findings indicate that the relationship between democracy, investment, and regional economic performance is not uniform across regions, reflecting differences in institutional capacity, labor quality, and industrial structure. Furthermore, the results emphasize that democratic governance and investment inflows operate as complementary forces: improvements in democratic quality can strengthen investor confidence, while investment outcomes can reinforce governance legitimacy by generating economic benefits. This study provides theoretical and empirical insights into how these variables interact in shaping regional development trajectories. The implications of this research underscore the need for region-specific strategies that integrate institutional strengthening, targeted investment policies, and human capital development to achieve sustainable and equitable economic growth.
Optimizing Academic Information Delivery: A Hybrid AI Chatbot Model Isma, Andika; Fatimah Nur Arifah; Arief Zikry; Muhammad Bitrayoga; Eri Mardiani
Jurnal MediaTIK Volume 7 Issue 1, Januari (2024)
Publisher : Jurusan Teknik Informatika dan Komputer

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59562/mediatik.v7i1.1243

Abstract

This research investigates the implementation of artificial intelligence (AI)-based chatbots in a hybrid model in Computer Science and Computer Engineering departments. The research method used was an online survey of students, providing direct insight from key users of this technology. The findings show significant adoption of AI chatbots in this academic environment, indicating good acceptance from users. The research results provide an in-depth understanding of the extent to which chatbots have been implemented in facilitating the reception of information in the department. AI chatbots have been proven to make a positive contribution in optimizing the process of receiving information, providing fast and accurate answers to students' common questions. The conclusions of this study underscore the potential of chatbots to improve the overall quality of academic services.
Pengaruh Model Blended Learning Terhadap Perkembangan Kognitif Mahasiswa Isma, Andika; Fakhri, M. Miftach; Fardan, Muhammad; Adistia, Ainun Zahra; Fadhilatunisa, Della
Jurnal MediaTIK Volume 6 Issue 1, Januari (2023)
Publisher : Jurusan Teknik Informatika dan Komputer

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59562/mediatik.v6i1.1346

Abstract

Dengan merebaknya virus Covid-19 di dunia, mendatangkan dampak yang fundamental terhadap psikologis manusia, khususnya dibidang pendidikan. Sistem pembelajaran dirombak agar dapat disesuaikan dengan tuntutan yang ada, salah satunya dalam proses pembelajaran. Proses pembelajaran yang sebelumnya dilaksanakan secara tatap muka (synchronous) menjadi dominan dilaksanakan secara daring (asynchronous) atau bahkan dilaksanakan secara campuran (blended learning). Oleh karena itu, penelitian ini bertujuan untuk mengetahui pengaruh blended learning terhadap perkembangan kognitif mahasiswa. Penelitian ini menggunakan pendekatan kuantitatif dengan metode penelitian deskriptif. Populasi yang digunakan pada penelitian ini sebanyak 108 Mahasiswa Universitas Negeri Makassar. Data diperoleh dengan teknik pengumpulan data berupa penyebaran kuesioner melalui platform Google Form. Analisis data dilakukan menggunakan Skala Likert dengan tujuan untuk memberikan skor dalam bentuk skala pada setiap pernyataan dalam kuesioner. Hasil penelitian menunjukkan bahwa metode blended learning memiliki pengaruh yang baik terhadap perkembangan kognitif mahasiswa.
Analisis Tingkat Niat Keberlanjutan Penggunaan MOOCs Pada Mahasiswa UNM: Gabungan Model TAM dan TTF Isma, Andika; Pramudya Asoka Syukur; Asri Ismail; Rosidah; M. Gilang Ramadhan
Jurnal MediaTIK Volume 7 Issue 1, Januari (2024)
Publisher : Jurusan Teknik Informatika dan Komputer

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59562/mediatik.v7i1.2827

Abstract

Perkembangan teknologi dibidang Pendidikan terus mengalami disrupsi setiap tahunnya, salah satu contohnya penggunaan Massive Open Online Course (MOOCs). Namun rendahnya tingkat penyelesaian pengguna menimbulkan tantangan bagi pengembangan pendidikan dan platform MOOCs. Penelitian ini bertujuan untuk mengukur tingkat keberlanjutan mahasiswa Universitas Negeri Makassar untuk menggunakan MOOCs dengan memanfaatkan Teori Penerimaan Model Teknologi (TAM) dan Teori Teknologi Kesesuaian Tugas (TTF). Penelitian ini mengadopsi pendekatan kuantitatif dengan desain longitudinal. Data diperoleh melalui penggunaan lembar kuesioner atau angket, yang diisi oleh 81 responden. Dalam proses analisis data, penelitian ini menggunakan metode deskriptif, termasuk perhitungan rata-rata, median, modus, jumlah, nilai maksimum, dan nilai minimum.. Hasil penelitian menunjukkan bahwa sebagian besar mahasiswa UNM memiliki pandangan positif terhadap MOOCs, mencerminkan tingkat keberlanjutan yang tinggi di kalangan mereka.Dengan begitu, penelitian ini tidak hanya memberi pengetahuan baru tentang bagaimana aspek TAM dan TTF berpengaruh dalam tingkat keberlanjutan mahasiswa dalam menggunakan MOOCs tapi juga memberi perspektif baru bagi penyedia platform MOOCs untuk terus mengembangkan kualitas platform mereka.
Pengaruh Sikap dan Pengetahuan Kewirausahaan Terhadap Kesiapan Berwirausaha Dengan Self-Efficacy Sebagai Variabel Intervening Andika Isma; Muhammad Rakib; Nurul Mufida; Mahmudatus Sholihah
Journal of Economics, Entrepreneurship, Management Business and Accounting Vol 1 No 1 (2023): Volume 1, Issue 1, January 2023
Publisher : CV. Sakura Digital Nusantara

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (347.375 KB) | DOI: 10.61255/jeemba.v1i1.15

Abstract

This study aims to test the entrepreneurial readiness model by presenting self-efficacy as an intervening variable that mediates the relationship between entrepreneurial attitudes and entrepreneurial knowledge. The population in this study was all students of the Entrepreneurship Study Program of Makassar State University which amounted to 300 students with a sample of 43 students. The research method used is the Quantitative method. The propotional random sampling technique was used to select a sample of 43 respondents from the Entrepreneurship Students of Makassar State University. Data collection with questionnaires, data analysis through Path Analysis. Based on the results of research that has been carried out, this can be a source of information or reference for teaching staff or lecturers in order to direct and guide students regarding the development of Entrepreneurship readiness, students are expected to further deepen attitudes and knowledge related to business management. but also able to do business ventures and develop them.
Pengaruh Kreativitas dan Pendidikan Kewirausahaan Terhadap Minat Berwirausaha Melalui Motivasi Berwirausaha Pada Santri dan Santriwati Pondok Pesantren Ad-Daraaen Makassar Andika Isma; Muhammad Rakib; Rusni Andriani; Ina Septiani
Journal of Economics, Entrepreneurship, Management Business and Accounting Vol 1 No 1 (2023): Volume 1, Issue 1, January 2023
Publisher : CV. Sakura Digital Nusantara

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (387.386 KB) | DOI: 10.61255/jeemba.v1i1.17

Abstract

Entrepreneurship is a creative ability, interest, and motivation. keen to see opportunities and always open to any input and positive changes that can keep the business growing. Business should have value and be useful. The purpose of this research is to explore creativity, interest, and motivation in entrepreneurship in Islamic boarding schools, as well as to support Islamic spiritual education in entrepreneurship education. This research is a quantitative research using a data processing approach for Islamic boarding schools in exploring the entrepreneurial process through education at Islamic boarding schools. In this study, data collection used a questionnaire filling technique by sending it to Islamic boarding schools, observing and studying documents. The results of the study show that entrepreneurship is internalized in Islamic boarding schools through religious and entrepreneurial values based on Worship (worship to Allah SWT) and Khidmah (piety to humanity), where all business and economic activities carried out aim to worship Allah SWT. and for the benefit of society.
Coastal Resource-Based Entrepreneurship: A Strategy to Improve the Quality of Life of Coastal Area Communities Yulia Novita; Andika Isma
Journal of Economics, Entrepreneurship, Management Business and Accounting Vol 1 No 3 (2023): Volume 1, Issue 3, September 2023
Publisher : CV. Sakura Digital Nusantara

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.61255/jeemba.v1i3.165

Abstract

This research is a descriptive qualitative research using observation, interview and documentation data collection. The research subject is the community of Untia Fishermen Village in Makassar City, totaling 5 informants who have various incomes ranging from agriculture, fisheries and marine potential in Untia Fishermen Village. The results showed that coastal communities need knowledge and understanding of entrepreneurship and how to process coastal resources. The process of community empowerment through coastal resource-based entrepreneurship training in accordance with the empowerment stage, namely the stages of training implementation, namely planning, counseling, coastal resource-based entrepreneurship training activities, mentoring and evaluation. Supporting factors such as the positive response of the community, adequate natural potential as the main raw material and support from the government, while the inhibiting factors for empowerment through manufacturing training are lack of capital, packaging equipment is still rarely sold, and the community has not been able to optimize the training process and has not been able to manage time. Hopefully, coastal resource-based entrepreneurship is an emerging concept as a potential solution for wise management of coastal natural resources with the aim of maintaining the sustainability of natural resources and the environment, while increasing the income and quality of life of coastal communities.
Dynamics of Entrepreneurial Actors: A Study of Economic Conditions and Psychological Capital Suharto; Soni Suardi; Eliagus Telaumbanua; Andika Isma
Journal of Economics, Entrepreneurship, Management Business and Accounting Vol 2 No 1 (2024): Volume 2, Issue 1, January 2024
Publisher : CV. Sakura Digital Nusantara

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.61255/jeemba.v2i1.286

Abstract

This study aims to determine the dynamics of entrepreneurs through the reasons why people choose entrepreneurship in Anabanua Village, Maniangpajo Subdistrict, Wajo Regency and the economic conditions of the people of Anabanua Village, Maniangpajo Subdistrict, Wajo Regency from the perspective of psychological capital. This research uses a qualitative method taking the research location in Anabanua Village, Maniangpajo District, Wajo Regency. Determination of subjects and informants in this study is by using the snow ball technique. The data collection techniques used were observation, interviews and documentation. The data analysis technique used is qualitative data analysis. The results showed that the economic conditions of entrepreneurial actors in Anabanua Village, Maniangpajo Subdistrict, Wajo Regency have high psychological capital so that economic conditions in the family have the potential to increase. However, there is one informant who has a psychological capital problem, namely low self-efficacy so that economic conditions in the family have the potential to decline. Factors that are the reason for choosing entrepreneurship in addition to encouragement from parents is also one of the factors of low education levels and entrepreneurs are the backbone of the family who want to prosper the family.
Analysis Determinants of Entrepreneurial Interest in the Traditional Cake Industry Jatmiko Wahyu Nugroho; Fajriani Azis; Hajar Dewantara; Andika Isma
Journal of Economics, Entrepreneurship, Management Business and Accounting Vol 2 No 1 (2024): Volume 2, Issue 1, January 2024
Publisher : CV. Sakura Digital Nusantara

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.61255/jeemba.v2i1.289

Abstract

This research aims to determine the factors that influence entrepreneurial interest in the traditional cake industry. Empirical study of traditional apang cake entrepreneurs in Datae, Lawawoi sub-district, Watang Pulu sub-district, Sidenreng Rappang district. This research is categorized as Quantitative Descriptive research with a population of 47 kiosks. Data obtained through distributing questionnaires with a Likert scale. The analysis technique used is quantitative analysis and multiple linear regression analysis. The results of the research show that the variables Internal Factors (X1) and External Factors (X2) have a positive and significant effect on Entrepreneurial Interest (Y) in Datae, Lawawoi Village, Watang Pulu District, Sidenreng Rappang Regency. The results of this research can be used as motivation for the community, especially housewives who have an interest in entrepreneurship, to start entrepreneurship in any field to develop creativity and fulfill family life.
Co-Authors A. Nurul Uswatun Hasanah abu, ilham Achmad Zahruddin Adhelia Dwi Rismawani Risal Adi Isma Adio, Matthew Olufemi Adistia, Ainun Zahra Adit Mohammad Aziz Aditya Alamsyah Syarif Adrie Oktavio Agus Hermawan Agus Syam Ahmad Faris Al Faruq Ahmad Luthfi Ahmad Shofi Mubarok Ahmar, Ansari Saleh Ainun Fadillah Agus Ainun Zahra Adistia Akbar Akbar Akbar, Muh. Akhmad Affandi Akhmad Affandi Akhmad Ramli Akmal Hidayat Akmal Hidayat Alam, Andi Rifqah Purnama Aldy Kurniawan Muhlis Aldy Kurniawan Muhlis Alfira Alisyahbana, Andi Naila Quin Azisah Alisyahbana, Andi Naila Quin Azsisah Alyah Rahayu Aminuyati Amiruddin Ananta Tri Mahardika Andi Ahmad Jalal Syamsir Andi Anggi Kemalasari Andi Anggi Kemalasari Andi Fauziah Yahya Andi Hidayatullah Andi Mulyadi Radjab Andi Naila Quin Azisah Aliasyahbana Andi Naila Quin Azisah Alisyahbana Andi Nailah Quin Azisah Alisyahbana Andi Shelma Putri Azzahra Andri Ardhiyansyah Anhar Januar Malik Annajmi Rauf Annisa D, Nurul Fathiah Annisa Nabilah Hasan Aprilianti Nirmala S Araz, Rezty Amalia Ardiansyah Ardiansyah Ardiansyah Ari Purwanti Arief Zikry Arif Setiawan Syam Arif Setiawan Syam Aris Baharuddin Arnelin Anggraini Arya Putra Abshari Ashabul Kahfi Ashabul Kahfi, Ashabul Asham Bin Jamaluddin Asis Nojeng Aslam, Annisa Paramaswary Asmayanti Asri Ismail Asriadi Asriadi Asriadi Asriadi Asriayani Asriayani Asriayani Aswar , Nurul Fadilah Atirah Awalia, Andi Dio Nurul Awaliah Fitri Nur Ananda Ayu Hasra Nurfaiza Azis, Fajriani Azisah Alisyahbana, Andi Naila Quin Azisah Alisyahbana, Andi Nailah Quin Azizah , Nurul Azzahra, Andi Shelma Putri Bakri, Asri Ady Bakry Bakry Bakry Balo, Maulana Rumi Irwan Baso, Fadhlirrahman Basri Bado, Basri Betania Kartika Muflih Betania Kartika Muflih Dary Mochamad Rifqie Della Fadhilatunisa Devi Miftahul Jannah Dewi Fatmarani Surianto Dian Arishandy Imansyah Dian Arishandy Imansyah Diarra, Salim Dimas Prayoga Dindin Abidin Dito Anurogo Dzakiyyah Alfaaizah Eka Adnan Agung Eliagus Telaumbanua Eliana Eliana Elma Nurjannah Eri Mardiani Ernawati Ab Erwin Erwin Eva Yuniarti Utami Eva Yuniarti Utami Fachry Abda El Rahman Fajriani Azis Fajriani Azis Farah Ivana Fardan, Muhammad Fardhani, Muhammad Faris Faruq, Ahmad Faris Al Fasiha Fasiha Fasiha Faslul Rahman Fathiah Fatimah Nur Arifah Fatimah Zahra Fatma Sarie Fatma Sarie Fatmawati, Fatmawati Fauziah Rahmasari Fiskia Rera Baharuddin Fitra Ramadani Fitrianti, Retno Hajar Dewantara Hajar Dewantara Halek Mu'min Haliana Halim Halim, Nur Hamdan, Muhammad Nurfaizy Hapsari Widayani Hartono Hartono Hartono Hasbiah, Sitti Hasisa Haruna Hasisa Haruna Hasyim, Sitti Hajerah Hermaliah Hasanah Putri Herni Ramayanti Hidayat M., Wahyu Ibrahim Al khalil Ibrani, Juan Veron Ilham Abu ilham abu Ilma Wulansari Hasdiansa Imansyah, Dian Arishandy Ina Septiani Inanna Indah Merakati Indah Wati Indra Kesuma Intan Aulia Intan Novia Astuti Irfan, A. Muh. Irwan Balo, Maulana Rumi Irwan Suryadi Irwandi Irwandi Sihombing Isma, Ardian Isma, Aswan Iwan Harsono Jannah, Devi Miftahul Jasruddin Daud Malago Jatmiko Wahyu Nugroho Joshua Juan Veron Ibrani Juan Veron Ibrani Judijanto, Loso Juharman, Muh. Kemalasari, Andi Anggi Kholiq M, Muh. Yusuf Khusnul Khatimah Kushariyadi Kushariyadi Kushariyadi Kushariyadi Loso Judijanto M. Gilang Ramadhan M. Ilham Nur M. Miftach Fakhri M. Yusri Mahmudatus Sholihah Maizul Rahmizal Marhawati Maryam Salampessy Maulana Rumi Irwan Balo Melati Suci Merung, Arteurt Yoseph Mihrab Afnanda Monika Sutarsa Mu'min, Halek Mubarak, Muh Fadel Mubin, Muh. Ibnu Muflih, Betania Kertika Muh Juharman Muh Taufik Muh Yahya Muh. Abi Faturohman Muh. Ibnu Mubin Muh. Juharman Muh. Yahya Muh. Yahya Muh. Yahya Muh. Yusuf K Muh. Yusuf Kholiq M Muhadjir Suni Muhajir, Muhammad Nur Alam Muhammad Alif Leo Muhammad Bitrayoga Muhammad Fajar B Muhammad Fardan Muhammad Faris Fardhani Muhammad Fikri Aqil Muhammad Ikhwan Rauf Muhammad Jufri Muhammad Jufri Muhammad Jufri Muhammad Muhammad Muhammad Nurfaizy Hamdan Muhammad Nurfaizy Hamdan Muhammad Rahmattullah Muhammad Rakib Muhammad Rakib Muhammad Rakib Muhammad Rakib Muhammad Satrio Mubaraq Muhammad Zuhdi Muhammad Zuhdi Mutmainnah Nasrullah Nasrullah Nasrullah Nirmala S., Aprilianti Novia Fitri Ramadani Novita Sari Novita Sari Nur Andini Sudirman Nur Astaman Putra Nur Farah Fajriaty Muchlis Nur Halim Nur Halim Nur Yahya Akhmad Nurafni Oktaviyah Nurdin Nurdin Nurdin Nurhayani nurhayani Nurhayani Nurhayani Nurikhlas Noerpa Gunawan Nuril Huda Nurlaila Syarfiah Asfo Nurlaila Syarfiah Asfo Nurrahmah Agusnaya Nurul Afiqah Annas Nurul Aulia Mentari Nurul Azizah NURUL AZIZAH NURUL AZIZAH Nurul Fadhilah Nurul Fadilah Aswar Nurul Husna Nurul Husna Nurul Mufida Nurzabrina Anugrani Oky Nur Pratiwi Johansyah Pada, Andi Tenri Paramita, A. Jamiati Pasomba, Alfian Poerwanto, Bobby Prameswari, Gusti Ayu Sri Adinda Pramudya Asoka Syukur Putri Nirmala Putri Nirmala Raden Mohamad Herdian Bhakti Radha Hasda Halfis Raharimalala, Soussou Rahayu, Alyah Rahayu, Widuri Rahman, Faslul Rahmat Hidayat Rahmatullah Ramadani, Fitra Rasbi, Muh. Ratna Dewi Rauf, Annajmi Rauf, Muhammad Ikhwan Regina Rendy. C. E. Pesiwarissa Ririn Mardhani Syakur Riska Aisyah Nurjanna Rizka Aisyah Nurjannah Roinah Roinah Rosidah Rosidah Rosidah Rosidah Rosidah Rudi Kurniawan Rudi Kurniawan Rusni Andriani Ryketeng, Masdar Salim Diarra Salim Diarra Salim Diarra Setialaksana, Wirawan - Sigit Sahalik Rahman Sigit Sahalik Rahman Siryayasa, I Nyoman Sisca Cletus Lamatokan Sisca Mediyanti Siska Yulia Defitri Siti Nuridah Sitti Hajerah Hasyim Sitti Hajerah Hasyim Sitti Hajerah Hasyim Sitti Hasbiah Slamet Riyadi Sofyan, Iradat Rayhan Soni Suardi Soussou Raharimalala Soussou Raharimalala Soussou Raharimalala Soussou Raharimalala Sri Undai Nurbayani Sri Yuniarti Sucipto, Kiki Resky Ramdhani Sudarmanto, Eko Suharto SUHARTO Sulfa Inriani Sumarsih . . Sumiati Tahir Suryadi, Irwan Syafrida Damanik Syam, Agus Syamril, Syamril Syamsul Bahri Syarief, Rahmat Ummul Khaerani Utami, Eva Yuniarti Widuri Rahayu Windarsari, Wiwin Riski Windasari, Wiwin Riski Wiwin Riski Windarsari Yasrul Yayuk Chayatun Machsunah Yulia Novita Yunita Alfira Liadi Zulham Zulham Zulkifli Zulkifli Zulkifli Zulkifli