Dynamic Panel Data Analysis of the Human Development Index in Indonesia
DOI:
https://doi.org/10.24269/ekuilibrium.v20i2.2025.pp229-245Keywords:
Dynamic Panel Data, Human Development Index, Macroeconomics, Indonesia, GMMAbstract
The human Development Index is an important indicator for measuring people’s welfare. This study aims to determine the influence of household consumption, Gross Regional Domestic Product, investment, and government expenditure on the human development index (HDI) in 35 provinces in Indonesia for the period 2014-2023. Secondary data was sourced from the Central Statistics Agency and used to estimate the model, a dynamic panel approach was utilized, based on the Generalized Method of Moments. The results showed that Gross Regional Domestic Product (GRDP) has a significant influence on increasing the human development index (HDI), especially through increased consumption for education and health. In addition, achieving economic development in a country requires individual and collective human efforts in improving the quality of life. Important factors that must be built are the quality of human resources, facilities and infrastructure. Government spending focused on sectors that directly affect people's welfare can accelerate the improvement of the quality of human resources. This finding shows the importance of macroeconomic stability and fiscal policy effectiveness in supporting sustainable human development.
References
Apriska, Lita, M. Irwan, Ida Ayu Putri Suprapti, and Jaka Anggara. 2024. “Pengaruh Pengeluaran Pemerintah Sektor Kesehatan, Pertumbuhan Ekonomi, Dan Kemiskinan Terhadap Indeks Pembangunan Manusia (Kabupaten/Kota Di Provinsi NTB).” Jurnal Sosial Ekonomi Dan Humaniora 10(1): 1–11. doi:10.29303/jseh.v10i1.451.
Arba, Muhammad Rasyid, Supriyanto, and Nunung Nurhayati. 2021. “Aplikasi Model Persamaan Simultan Data Panel Dinamis Untuk Pemodelan Pertumbuhan Ekonomi Dan Indeks Pembangunan Manusia Di Jawa Tengah.” Jurnal Ilmiah Matematika dan Pendidikan 1(1): 33–43. https://jurnal.unupurwokerto.ac.id/index.php/fusioma/article/view/26.
Ayaviri-Nina, Víctor Dante, Gabith Miriam Quispe-Fernández, Jorge Leonardo Vanegas, Verónica Ortega-Mejía, and Otilia Vanessa Cordero-Ahiman. 2022. “Importance of Purchasing Power and Education in the Food Security of Families in Rural Areas—Case Study: Chambo, Ecuador.” Sustainability (Switzerland) 14(10). doi:10.3390/su14106068.
Azfirmawarman, Dony, Lince Magriasti, and Yulhendri. 2023. “Indeks Pembangunan Manusia Di Indonesia (Kajian Perubahan Metodologi Penghitungan) Universitas Pahlawan Tuanku Tambusai.” Jurnal Pendidikan dan Konseling 5(5): 117–25.
Bakar, Abu. 2020. “Analisis Pengaruh Pengeluaran Konsumsi Rumah Tangga Dan Pengeluaran Pemerintah Terhadap Indeks Pembangunan Manusia Kabupaten Mimika.” Jurnal Kritis 4(2): 16–39. https://ejournal.stiejb.ac.id/index.php/jurnal-kritis/article/view/111/75.
Biltagy, Marwa, and Manar Hamdi. 2024. “Public Health Expenditure and Household Poverty: Case Study of Egypt.” Future Business Journal 10(1): 1–12. doi:10.1186/s43093-023-00295-0.
Bjarnason, Thoroddur, and Tialda Haartsen. 2024. “Closest Family in the Household or in the Community? The Role of Family in Residential Satisfaction among Intended Stayers in Iceland.” Population, Space and Place 30(3). doi:10.1002/psp.2714.
BPS. 2024. “Indeks Pembangunan Manusia Menurut Provinsi.” Badan Pusat Statistik.
Dira, Aldy Friyatna, Kurniawan Prambudi Utomo, Mic Finanto Ario Bangun, Eigis Yani Pramularso, and Faroman Syarief. 2023. “Pengaruh Investasi Dan IPM Terhadap Pertumbuhan Ekonomi Hijau Di Provinsi Kalimantan Timur.” EKOMBIS REVIEW: Jurnal Ilmiah Ekonomi dan Bisnis 11(2): 1437–46. doi:10.37676/ekombis.v11i2.4181.
Efendi, Zakaria, Lorentino Togar Laut, and Panji Kusuma Prasetyanto. 2020. “Pengaruh Jumlah Penduduk, Inflasi Dan Pertumbuhan Ekonomi Terhadap Konsumsi Masyarakat Di Kota Magelang Effect of Population, Inflation and Economic Growth on Public Consumption in the City of Magelang.” DINAMIC: Directory Journal of Economic 2(3): 810–20.
Endaryono, Bakti Toni, and Tjipto Djuhartono. 2024. “Faktor Faktor Yang Menentukan Tingkat Investasi Dalam Pertumbuhan Ekonomi.” JABE (Journal of Applied Business and Economic) 10(4): 399. doi:10.30998/jabe.v10i4.22456.
Hanggarany, Pramodya. 2022. “Hubungan Pengeluaran Konsumsi Rumah Tangga, Pengeluaran Konsumsi Pemerintah Dan Pajak Daerah Terhadap Indeks Pembangunan Manusia (Ipm) Di Kabupaten Tulungagung Tahun 2011-2020.” Juornal of Economics and Policy Studies 3(2): 1–18. doi:10.21274/jeps.v3i2.7115.
Hannyfah, Miftahul, Evi Susanti Tasri, Cintia Darma Yenti, and Yophi Kristiani Zai. 2023. “Analisis Pengaruh Inflasi, Kemiskinan Dan Pengangguran Terhadap Produk Domestik Regional Bruto (PDRB) Di Indonesia Era Pandemi Covid-19.” Jurnal Economic Development 1(1): 34–45. https://www.ecodev.bunghatta.ac.id/index.php/ecodev/article/view/14/24.
Hanun, Nurlaila. 2018. “Pengaruh Pendapatan, Jumlah Tanggungan Keluarga Dan Pendidikan Terhadap Pola Konsumsi Rumah Tangga Nelayan Di Desa Seuneubok Rambong Aceh Timur.” Jurnal Samudra Ekonomika 2(1): 75–84.
Humiati, Humiati, and Dwi Budiarti. 2020. “Peran Perguruan Tinggi Dalam Meningkatkan Sumber Daya Manusia.” JMM - Jurnal Masyarakat Merdeka 3(1): 1–7. doi:10.51213/jmm.v3i1.46.
Husni, Alya Hafizhatul, and Syamsul Amar. 2024. “Pengaruh Konsumsi Rumah Tangga, Investasi, Dan Net Ekspor Terhadap Indeks Pembangunan Manusia Di Indonesia Periode Tahun 2018-2022.” Media Riset Ekonomi Pembangunan (MedREP) 1(4). https://medrep.ppj.unp.ac.id/index.php/MedREP/article/view/131.
Jawak, Anastasia Yolanda Putri br, Feronika Zendrato, Dede Ruslan, and Raina Linda Sari. 2024. “Pengaruh Konsumsi Rumah Tangga, Investasi Dan Pengeluaran Pemerintah Terhadap Index Pembangunan Manusia Di Provinsi Sumatera Utara.” Jurnal Ekuilnomi 6(1): 46–52. doi:10.36985/82v80466.
Juardi, Mu. Arief Ariyanto Ahmad, and Baso Iwang. 2023. “Analisis Jumlah Penduduk, Tingkat Pendidikan, PDRB, Dan Inflasi Terhadap Kemiskinan Di Provinsi Sulawesi Selatan Analysis of Population, Education Level, GRDP and Inflation on Poverty in South Sulawesi Province.” Bulletin of Economic Studies (BEST) 3(1): 14–24.
Lestari, Dwi, and Nur Azlia Arumi. 2024. “Factors That Influence the Islamic Perspective Human Development Index as Evidence of the Development of the Muslim Community.” Journal of lslamic Economics and Bussines Ethics 1(2): 75–93. doi:10.24235/jiesbi.v1i2.133.
Mashita, Juni, and Vella Anggresta. 2022. “Dampak Inflasi, Ihk, Ipm, Nilai Produksi, Tenaga Kerja Terhadap Produk Domestik Regional Bruto Umkm Di Kota Semarang.” Jurnal Cakrawala Ilmiah 2(3): 933–42.
Maulana, Ihsan, Zahrani Salsabila, and Deris Dermawan. 2022. “Pengaruh Penduduk Miskin, Tingkat Pengangguran Dan PDRB Terhadap IPM Di Wilayah Provinsi Banten Pada Tahun 2019 – 2021.” Jurnal Ekuilnomi 4(2): 164–70. doi:10.36985/ekuilnomi.v4i2.452.
Mongan, Jehuda Jean Sanny. 2019. “Pengaruh Pengeluaran Pemerintah Bidang Pendidikan Dan Kesehatan Terhadap Indeks Pembangunan Manusia Di Indonesia.” Indonesian Treasury Review Jurnal Perbendaharaan Keuangan Negara dan Kebijakan Publik 4(2): 163–76. doi:10.33105/itrev.v4i2.122.
Morse, Stephen. 2003. “Greening The United Nations’ Human Development Index?” Sustainable Development 11(4): 183–98. doi:10.1002/sd.219.
Mukarramah, and Muhammad Zulkarnain. 2024. “Indeks Pembangunan Manusia Terhadap Produk Domestik Regional Bruto Di Provinsi Aceh.” Jurnal Cakrawala Akademika 1(4): 1238–48. doi:10.70182/jca.v1i4.17.
Nabilah, Dessy, and Setiawan. 2016. “Pemodelan Pertumbuhan Ekonomi Indonesia Menggunakan Data Panel Dinamis Dengan Pendekatan Generalized Method of Moment Arellano-Bond.” Jurnal Sains Dan Seni Its 5(2): 2337–3520.
Naila, Putri, Tarmizi Abbas, and Jariah Abubakar. 2024. “Pengaruh Ekspor, Investasi, Dan Indeks Pembangunan Manusia (Ipm) Terhadap Produk Domestik Bruto (Pdb) Di Indonesia.” Jurnal Ekonomi Regional Unimal 6(2): 50. doi:10.29103/jeru.v6i2.14586.
Nabilah, Dessy, and Setiawan. 2016. “Pemodelan Pertumbuhan Ekonomi Indonesia Menggunakan Data Panel Dinamis Dengan Pendekatan Generalized Method of Moment Arellano-Bond.” Jurnal Sains Dan Seni Its 5(2): 2337–3520.
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