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Journal : Infolitika Journal of Data Science

Maternal and Child Healthcare Services in Aceh Province, Indonesia: A Correlation and Clustering Analysis in Statistics Sasmita, Novi Reandy; Ramadeska, Siti; Utami, Reksi; Adha, Zuhra; Putri, Ulayya; Syarafina, Risky Haezah; Reskiaddin, La Ode; Kamal, Saiful; Yarmaliza, Yarmaliza; Muliadi, Muliadi; Saputra, Arif
Infolitika Journal of Data Science Vol. 1 No. 1 (2023): September 2023
Publisher : Heca Sentra Analitika

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.60084/ijds.v1i1.88

Abstract

Infant mortality remains a public health problem in Aceh Province, Indonesia. Health services during pregnancy are an essential factor in reducing infant mortality. Studies examining factors such as maternal and child health services that have implications for infant mortality in Aceh province are still scarce. Therefore, this study aims to examine the correlation between maternal and child health services variables such as Blood-Supplementing Tablets (TTD), Coverage of the First Visit of Pregnant Women (K1), Coverage of the First Visit of Pregnant Women (K4), and management of Obstetric Complications to live births and to map the maternal and child health services obtained during pregnancy. A cross-sectional study was used as the research study. This study used descriptive statistics, such as measures of data centering and data dispersion. In this work, inferential statistical analysis was conducted using the Shapiro-Wilk test, Spearman test, and fuzzy c-means. The result of the Shapiro Wilk test stated that the live birth rate variable and all Maternal and Child Healthcare Services variables were not normally distributed (p-value < 0.05), all Maternal and Child Healthcare Services variables were positively correlated to live birth rate based on the Spearman test (p-value < 0.05). Based on the Silhouette Index with 0.555, the formation of 3 clusters is the optimal cluster. The clustering is based on the Maternal and Child Healthcare Services that have been provided, where the first, second, and third clusters consist of five districts/city, eight districts/city, and ten districts/city, respectively, as a result of Fuzzy C-Means Clustering.
A Statistical Clustering Approach: Mapping Population Indicators Through Probabilistic Analysis in Aceh Province, Indonesia Sasmita, Novi Reandy; Khairul, Moh; Sofyan, Hizir; Kruba, Rumaisa; Mardalena, Selvi; Dahlawy, Arriz; Apriliansyah, Feby; Muliadi, Muliadi; Saputra, Dimas Chaerul Ekty; Noviandy, Teuku Rizky; Watsiq Maula, Ahmad
Infolitika Journal of Data Science Vol. 1 No. 2 (2023): December 2023
Publisher : Heca Sentra Analitika

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.60084/ijds.v1i2.130

Abstract

The clustering, one of statistical analysis, can be used for understanding population patterns and as a basis for more targeted policy making. In this ecological study, we explored the population dynamics across 23 districts/cities in Aceh Province. The study used the Aceh Population Development Profile Year 2022 data, focusing on the total population, in-migrants, out-migrants, fertility, and maternal mortality as variables. The study employed descriptive statistics to ascertain the data distribution, followed by the Shapiro-Wilk test to evaluate normality, which is crucial for selecting the appropriate statistical methods. The Spearman test was used to determine correlations between the total population and the variable as indicators. Probabilistic Fuzzy C-Means (PFCM) method is used for clustering. To optimize clustering, the silhouette coefficient was calculated using the Euclidean Distance and the elbow method, with the results analyzed using R-4.3.2 software. This study's design and methods aim to provide a nuanced understanding of demographic patterns for targeted policy-making and regional development in Aceh, Indonesia. Based on the data normality test results, only fertility (p-value = 0.45), while the other variables are not normally distributed. Spearman test was used, and the results showed that only in-migrants (p-value = 1.78 x 10-6) and out-migrants (p-value = 2.30 x 10-6) correlated to the Aceh Province population. Using the population variable and the two variables associated with it, it was found that 4 is the best optimum number of clusters, where clusters 1, 2, 3, and 4 consist of three districts/city, nine districts/city, four districts/city and seven districts/city respectively.
Co-Authors . Apriansyah .B, Sunarti A, Abd Kadir A. Kushadiwijayanto, Arie A.Nurrahman, Yusuf Abbas Baco Miro Abd, Misswar Abd. Kadir Abdal, Nurul Mukhlisah Abdilah, Muhammad Fariz Fata Abdul Aziz Abdul Hafid Abdul Majid Abdurahman Abdurrahman Abdurahman, Uray Muchlis Ade Irawan, Muhammad Adelia Liemansyaputri , Maudy Adha, Zuhra Adiba, Fhatiah affrian, reno Afrin, Rezuana Agus Fardesi Agus Perdana Windarto Agus Salim Agus Wahyudi Agustina, Sella Ahdan, Ahdan Ahmad Ahmad Ahmad Muchsin Jayali Ahmad Srinaldi Ahmad Watsiq Maula Ahmed, Ahmed Aida Silfia Aiman Abu Khair Ainun Mardiah Al Ghifari, Faishal Alamudin, Muhammad Faiq Alfany, Chalida Alfiati, Helmi Alkhairi, Putrama Almas, Almas Alyah, Nurul Amelia, Rezi Amin, Kasma F. Amin, Nurtaqwa Amir Machmud, Amir Amna, Nurlaila Amran, Muhammad Amrina Yusra Andi Farmadi Andi Ihwan Andriani, Cut Yessi Annisa Annisa Annisa, Dira Ayu Anshari, Muhammad Ridha Anton Widyanto Aprilia, Nuraqila Apriliansyah, Feby Arafat, Pratitou Arianto Arianto Arief Setya Budi Arif Saputra, Arif Arista, Alfina Dian Arpandi, Arpandi Ashari, Hilda Asio Asio, Asio Asni Asni Asyadi, Teuku Murisal Athavale, Vijay Anant Athavale, Vijay Annant Aulia Nanda, Hafidz Aulia, Ivan Awalia , Reski Awaluddin Muin, Awaluddin Ayuni, Nurul Alifa Azkar, Nurul Azmi, Pendi Nurul Badarudin Bahaking Rama Bara, Unsi Andal Basimin, Mudzuna Quraisyah Baturante, Nur Jannah Bayu Rangga Julian Berlin, Wisnu Sanjaya Bukhari Bukhari Busro, B. Caesary MP , Nurfadillah Cahya Wulandari Cecep Edi Hidayat Cendana, Adji Saputra Choiriyah Widyasari Cut Daili Dahlawy, Arriz Daili, Cut Dede Puspa Pujia Dedi Iskandar DH, Satriani Dimas Chaerul Ekty Saputra Djalal Fuadi Dwi Kartini, Dwi Dwi Wulan Sari Dyah. P, RR. Ratnasari Ediwan, Ediwan Edy Sofyan, Edy Eka Prasetia Hati Baculu, Eka Prasetia Erwina Erwina, Erwina Eva, Theresia F. Amin, Kasma Fadillah, M. Surya Fahrezy, Irgy Ahmad Fahrul Rozi Farid Husni Husni Fatiha , Nurul Fatma Indriani Fauzi Fauzi Febrianti, Sri Fiansi, Fiansi Firdaus Firdaus Firdayanti, Firdayanti Firmansyah, Aidil Firwan Moesnadi Fitri S Kasim Fitriani S.B Friska Abadi Fuad Ansyari*, Ahmad Gazi, Sydur Rahman Gunawan, Khairol Guntara, Erda Hadawiah, Hadawiah Hadi, Rizal Hafid, Abd Hafsyaridewi, Hafsyaridewi Hakkun Elmunsyah Halimah Halimah Hanapi, Hariani Haritani, Hartini Haritani - Harun Joko Prayitno Hearnisa, Hearnisa Helena, Shifa Herteno, Rudy Hidayah, M. Fariq Hizir Sofyan Husaini Ibrahim, Muh. Rayes Idawati, Nora Idham Halid Idul Adnan Ikha Safitri Irfana Diah Faryuni Irfandi Irfandi, Irfandi Irwan Budiman Irwan Nurdiansyah, Sy. ISLAMIYAH, NUR Isnandar Isrori, Indah Nahdiat Jamal Aswijar Joko Sampurno Jumadi Mabe Parenreng Jumarang, Muh Ishak Junaidi Kamal, Saiful Kasmawan Khairul, Moh Kholik Prasojo Khotimah, Yulia Azmi Khulaikah, Asnah Zul Komara, Osfir Candikia Rara Kruba, Rumaisa Kurniawan, Moh Rizky Kushadiwijayanto, Arie Antasari Kushadiwiojayanto, Arie Antasari La Ode Reskiaddin Landu, Anti Latifa, Latifa Lestari, Putri Riya Lia, Resky Amalia Liestianty, Deasy Linasari, Linasari M. Khairul Rezki Mahalla, Mahalla Mahalla, Mahalla Mahmuddin Marbun Maimun Maimun Maisa Maisa, Maisa Majid , Abd Majid, Abd. Mardalena, Selvi Mardiana Mardiana Marlinda Marlinda Martunis - Marwan, T Masdar Djamaluddin Masrukhi Masrukhi MAULA, PUTRINDA INAYATUL Maulana, Agung Lan Maulana, Riyan Mawaddah, Siti Afifah Md. Hossain Khan, Abu Abdulla Al-Mamun Miharja, Muhammad Hidayat Jaya Minsas, Sukal Mirna Mirna Mislaini Mislaini Mohammad Irfan Farraz Haecal Muh. Ishak Jumarang Muhammad Amin Muhammad Arif Muhammad Fauzi Muhammad Idris Muhammad Ilham Muhammad Itqan Mazdadi Muhammad Mursyidan Amini Muhammad Raudhi Azmi Muhammad Reza Faisal, Muhammad Reza Muhammad Riza Pahlevi Muhammad Zuhdi Muhardi Muhardi Muhardi Mujahidah Mujahidah Mujibul Ikhsan Mulkan, Andi Mulyadi Mulyadi Munandar, Tri Imam Musldalifah, Andi Muslimin, Abdul Azis Mustafa, Linda Kurnia Muttaqin Mustari , Andi Muzdalifa, Eccy Sitti N. Nazaruddin Nasruddin Nasruddin Nazaruddin, Nazaruddin Nur Afnih, Dwi Nuraini - - nuramalia, Tri Nurcahyati, Ica Nurdiansyah Nurdiansyah Nurdiansyah, Syarif Irwan Nurfadillah Nurfadillah Nurfatimah Sugrah Nurhalizah, Siti Nurinsan , Muh. Rifky NURLIANA NURLIANA Nurmawaddah , Nurmawaddah Nurmiani, Nurmiani Nurul Fuadi Nurul Islam Nuzulul, Ririn Chintia Padlurrahman, Padlurrahman Perdana, Radhitya Perdhana, Radhitya Pratama, Farhan Pratiwi, Elok Surya Pratiwi, Nabella Dwi Prayitno, Dwi Imam prayoga, Akbar Pristi, Eka Destriyanto Purnomowati, RR Ratnasari Dyah Putra, Andi Asril Mandala Putri, Adelia Kurnia Putri, Andini Aurelia Putri, Ulayya Radityo Adi Nugroho Rahim, Rahim Rahman , Abdul Rahmat Rahmat Rahmi Dewanti Palangkey Rajai, Afdhalul Ramadansyah, Agung Ramadeska, Siti Ramadhan, Aldy Ramadhan, Maidy Ramadhan, Rafsanjani Rasmi Rasmi, Rasmi Reca Reca Reskika, Sari Rezki Pratama Putra , Andi Riana Nurmalasari Ribuan, Ribuan Ridwan Arifin Ridwan, M. Arif Rifai, Riski Thamrin G. Riska, Muhammad Risko, Risko Risnayanti, Risnayanti Riza Adriat Rizal, Agus Rizki Afriadi Rohmah, Nanda Dwi Rohman Rohman Rohman, Hizqil Fadl Rosmalah Rosmalah, Rosmalah Rozaq, Hasri Akbar Awal Rukayah Rukayah Rukhayati, Rukhayati Ruslan Ruslan Rusliana, Iu S.J Sofiana, Mega Sabir, Achmad Safa, Nur Safitri, Desti Suci Sahdan, Putri Said, Rusli Saleh, Ramlah Salsabila Nurul Imam, Jahira Salsabila, Anisa Samsuria, Samsuria Saputra, Irka Saragih, Triando Hamonangan Sasmita, Novi Reandy Satriani Dh, Satriani Dh Satriani Satriani Sel, Selvi Shamim Al Mamun, Shamim Al Siti Suwadah Rimang, Siti Suwadah Sitti Jauhar Sitti Jauhar, Sitti Solikhun Solikhun, Solikhun Suara, M. Teguh Jaka Satya Samudra Jati Subhan Subhan Sudarto Sudarto Sudirman Sudirman Sudirman Sudirman, Sudriman Suhartono Sujarwan, Fahrul Sukarsih Sukarsih, Sukarsih Sulistina, Sulistina surayah, surayah Syaadah, Himatus Syahrial Ayub, Syahrial syamsidar syamsidar Syamsuddin Syamsuddin Syamsul Hadi Syarafina, Risky Haezah Syukri Syukri Syukri Syukri Syukri Syukri Syukri Tasya Putri Nurhayat Taufiq, Wildan Taufiq, Wildan Tazkiyatunnafs Elhawwa Teuku Mahmuda Rahmat Rezki Teuku Multazam Teuku Rizky Noviandy Teuku Sufriadi Ramadhani Teuku Zulfadli Thaha, Abd Rahim Tonengan, Margaretha Trisnadi, Yogi Septia Ulpa, Mirnawati Ulya, Azizatul Usman, Harlina Utami, Reksi Wahyuni , Maya Sari Warsidah, Warsidah Widiantoro, Aldy Wiguna , Anggri Sartika Windiahsari, Windiahsari Wulandari, elysa Yahya Yahya Yanny, Yanny Yarmaliza YILDIZ, Oktay Yoga Satria Putra Yuris Sutanto Yusuf Arief Nurrahman Zahirah, Putri Zahriah, Zahriah Zelfia Zulfian Zulfian Zulfikri Zulfikri, Zulfikri `B Aritonang, Anthoni