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Konsep Homogenitas dan Normalitas dalam Statistik serta Teknik Pengujiannya Al Fatih, Fitrah; Putri Lubis, Nabila; Nisah HSB, Khoirun; Zulpan, Zulpan; Arianto, Arianto
Educational Journal Vol. 1 No. 3 (2026): FEBRUARI-APRIL
Publisher : Indo Publishing

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.63822/b98bqe88

Abstract

The assumptions of homogeneity and normality are fundamental prerequisites in parametric statistical analyses such as the t-test, ANOVA, and linear regression. Without meeting these assumptions, the results of data analysis may become invalid and lead to biased conclusions. This article aims to provide a comprehensive review of the fundamental concepts of homogeneity and normality, their importance in quantitative research, and various methods used to test them. The discussion covers definitions and the roles of homogeneity and normality in statistical tests, testing methods such as Levene’s Test and Bartlett’s Test for homogeneity, as well as Kolmogorov-Smirnov Test and Shapiro-Wilk Test for normality. The analysis also includes the interpretation of test results and an example of their application to research data. The findings indicate that a solid understanding of these basic statistical assumptions is crucial to ensure the validity and reliability of research outcomes. This article provides both theoretical and practical foundations to help researchers select and apply appropriate testing methods prior to conducting data analysis.  
Pemahaman Dampak Game Online pada Anak-Anak Nelayan di Kota Makassar Arianto, Arianto; Bahfiarti, Tuti
Communicatus: Jurnal Ilmu komunikasi Vol. 4 No. 2. December (2020): Communicatus: Jurnal Ilmu Komunikasi
Publisher : Fakultas Dakwah dan Komunikasi UIN Sunan Gunung Djati Bandung Sunan Gunung Djati Bandung

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.15575/cjik.v4i2.7999

Abstract

This study aims to categorize the understanding of fishermen's children on the use of online games and the barriers to understanding the impact of online games on fisher children in Makassar City. This research uses a qualitative approach referring to case studies. Data were collected through non-participant observation and in-depth interviews with children aged 7-12 years selected by purposive sampling. The results showed that the understanding of fishermen's children's impact on online games has three categories: high understanding categories, characteristics of low duration and frequency, and increased interactivity playing with peers. In moderate understanding, children tend to share their time playing online games and learning with minimal time duration and frequency. In the low comprehension category, the characteristics of very intensive children have a very high duration and frequency of playing online games. The level of interactivity with peers is low. Second, the obstacles are the inadequate understanding of online games' impact on fishing communities due to parents' lack of supervision and assistance when using smartphones. Online games have the potential to lead to online game addiction and less focus on school learning, and potentially cost money in internet cafesPenelitian ini bertujuan untuk mengkategorisasi pemahaman anak-anak nelayan pada penggunaan game online dan hambatan-hambatan pemahaman dampak game online pada anak-anak Nelayan di Kota Makassar. Penelitian ini menggunakan pendekatan kualitatif mengacu pada studi kasus. Pengumpulan data dilakukan melalui observasi non partisipan, dan wawancara mendalam. Hasil penelitian menunjukan bahwa, pemahaman anak-anak nelayan terhadap dampak game online memiliki tiga kategori, kategori pemahaman tinggi, karakteristiknya durasi dan frekuensi rendah, interaktifitas tinggi bermain dengan teman sebaya. Kategori pemahaman sedang, anak cenderung membagi waktu bermain game online dan belajar dengan durasi dan frekuensi waktu minim, dan kategori pemahaman rendah, karakteristiknya anak sangat intensif memiliki durasi dan frekuensi bermain game online sangat tinggi, tingkat interaktifitas dengan teman sebaya rendah. Kedua, Hambatan-hambatan rendahnya pemahaman dampak game online di lingkungan masyarakat nelayan, akibat kurangnya pengawasan dan pendampingan orang tua saat menggunakan Smartphone. Game online berpotensi menimbulkan kecanduan game online dan kurang fokus pada pembelajaran sekolah, dan berpotensi menghabiskan biaya di warung internet.
Intragroup Communication Between Parents and Children in Educating Cocoa Generation in South Sulawesi Bahfiarti, Tuti; Arianto, Arianto; Unde, Andi Alimuddin
Communicatus: Jurnal Ilmu komunikasi Vol. 6 No. 1. June (2022): Communicatus: Jurnal Ilmu Komunikasi
Publisher : Fakultas Dakwah dan Komunikasi UIN Sunan Gunung Djati Bandung Sunan Gunung Djati Bandung

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.15575/cjik.v6i1.14149

Abstract

The purpose of the study was to analyze the role of parents through intragroup communication in educating the next generation of children to love cocoa. A qualitative approach, namely a case study of a cocoa farmer family in educating and motivating children. Data collection techniques were non-participant observation, in-depth interviews, and The Focus Group Discussion on nine cocoa farming families with children 7-19 years old by purposive sampling. The findings of the research on the role of parents in intragroup communication first, the dominant activity of parents and their proactively taking part in children directly teaches, involves, and instils motivation. Second, the category of activity and high participation from parents. Third, the dominant child is proactive and participative, playing an independent learning role, and is motivated as a cocoa farmer. This research impacts the urgency of family communication in the regeneration's sustainability of cocoa farmers' children in supporting government programs to increase the productivity of cocoa plants. 
Laporan Observasi: Implementasi Layanan Uji Kendaraan Bermotor pada Dinas Perhubungan Kabupaten Gowa Rahman, Nadia Aprilia; Arianto, Arianto; Muh Akbar
Indonesian Journal of Intellectual Publication Vol. 6 No. 2 (2026): Maret 2026, IJI Publication
Publisher : Perkumpulan Intelektual Madani Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.51577/ijipublication.v6i2.942

Abstract

Layanan Pengujian Kendaraan Bermotor (KIR) merupakan bagian penting dalam menjamin kelayakan teknis kendaraan dan keselamatan lalu lintas di daerah. Namun demikian, masih terdapat kesenjangan antara jumlah kendaraan yang beroperasi dengan kendaraan yang mengikuti pengujian berkala, yang menunjukkan adanya persoalan dalam pengelolaan data serta komunikasi pelayanan publik kepada masyarakat. Dalam konteks ini, efektivitas layanan KIR tidak hanya ditentukan oleh aspek teknis, tetapi juga oleh kualitas pengelolaan informasi dan komunikasi layanan. Penelitian ini bertujuan untuk menganalisis layanan pengujian kendaraan bermotor sebagai bagian dari komunikasi pelayanan publik pada sektor transportasi daerah. Penelitian menggunakan pendekatan kualitatif dengan metode analisis dokumen terhadap dokumen resmi pemerintah daerah, seperti Rencana Strategis (Renstra), Laporan Akuntabilitas Kinerja Instansi Pemerintah (LAKIP), serta laporan kinerja Dinas Perhubungan Kabupaten Gowa. Hasil penelitian menunjukkan bahwa kinerja layanan KIR di Kabupaten Gowa tergolong baik, ditandai dengan peningkatan jumlah kendaraan yang mengikuti pengujian serta kontribusinya terhadap pendapatan daerah. Namun demikian, kesenjangan partisipasi pengujian masih menjadi tantangan. Temuan ini menegaskan pentingnya penguatan pengelolaan data KIR untuk mendukung komunikasi pelayanan publik dan kebijakan transportasi berbasis data.
Laporan Observasi: Implementasi Layanan Uji Kendaraan Bermotor pada Dinas Perhubungan Kabupaten Gowa Rahman, Nadia Aprilia; Arianto, Arianto; Muh Akbar
Indonesian Journal of Intellectual Publication Vol. 6 No. 2 (2026): Maret 2026, IJI Publication
Publisher : Perkumpulan Intelektual Madani Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.51577/ijipublication.v6i2.942

Abstract

Layanan Pengujian Kendaraan Bermotor (KIR) merupakan bagian penting dalam menjamin kelayakan teknis kendaraan dan keselamatan lalu lintas di daerah. Namun demikian, masih terdapat kesenjangan antara jumlah kendaraan yang beroperasi dengan kendaraan yang mengikuti pengujian berkala, yang menunjukkan adanya persoalan dalam pengelolaan data serta komunikasi pelayanan publik kepada masyarakat. Dalam konteks ini, efektivitas layanan KIR tidak hanya ditentukan oleh aspek teknis, tetapi juga oleh kualitas pengelolaan informasi dan komunikasi layanan. Penelitian ini bertujuan untuk menganalisis layanan pengujian kendaraan bermotor sebagai bagian dari komunikasi pelayanan publik pada sektor transportasi daerah. Penelitian menggunakan pendekatan kualitatif dengan metode analisis dokumen terhadap dokumen resmi pemerintah daerah, seperti Rencana Strategis (Renstra), Laporan Akuntabilitas Kinerja Instansi Pemerintah (LAKIP), serta laporan kinerja Dinas Perhubungan Kabupaten Gowa. Hasil penelitian menunjukkan bahwa kinerja layanan KIR di Kabupaten Gowa tergolong baik, ditandai dengan peningkatan jumlah kendaraan yang mengikuti pengujian serta kontribusinya terhadap pendapatan daerah. Namun demikian, kesenjangan partisipasi pengujian masih menjadi tantangan. Temuan ini menegaskan pentingnya penguatan pengelolaan data KIR untuk mendukung komunikasi pelayanan publik dan kebijakan transportasi berbasis data.
Interpersonal Communication Between Parents and Children in Households in Bontomate'ne Village, Maros Regency, South Sulawesi Syam, Azizah Lutfiah; Akbar, Muh.; Arianto, Arianto
International Journal on Advanced Science, Education, and Religion Vol 8 No 1 (2025): IJoASER (International Journal on Advanced Science, Education)
Publisher : Sekolah Tinggi Agama Islam Al-Furqan, Makassar - Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33648/ijoaser.v8i1.770

Abstract

This research focuses on how communication between parents and children occurs in families in Bontomate'ne Village, Maros. The researcher wants to deeply understand the communication process that takes place, as well as what obstacles parents face in communicating with their children. To achieve this goal, researchers used a qualitative approach with observation, interviews, and documentation methods. The data obtained was then analyzed in depth to describe the situation of communication in families in the village. The results showed that communication between parents and children in Bontomate'ne Village generally involves verbal and non-verbal communication. Parents tend to use a non-coercive approach and try to instill religious, social and moral values ​​in their children. This study also identified several barriers that parents often face in communicating with their children. These obstacles include difficulties in understanding children, the influence of a less supportive surrounding environment, and children's emotional immaturity.
Co-Authors A.A. Ketut Agung Cahyawan W Abbas, Muhammad Adnan Anugrah, Iqbal Afifah, Novita Nur Agung Dewantara Agussetiawan, Ledie Agustiana, Agustiana Agustiani, Nurling Ahmad Husein, Ahmad Akbar, A.Ali Akbar, Muh Akbar, Muh. Akhmad Qashlim, Akhmad Al Farizi, Zulham Al Fatih, Fitrah Alfia, Barkatun Nisa Alghi, Anugerah Febryan Alimuddin Unde, Alimuddin Alimuddin Unde, Andi Amal, Andi Ulfaizah Amanda, Audrey Amanda, Yoga Aminah Aminah Aminuyati Amir, Achyar Islami Amir, Muhammad Amiruddin Amiruddin Andi Alimuddin Unde, Andi Alimuddin Andi Tendean Andoyo Sastromiharjo Andriyani, Desi Angriani Lubis, Rina Anhar Salim, Muhammad Annisa Annisa Anugrah, Riswan Ahmad Anwar, Wulandari Aprilia, Amanda Rechita Putri Arif, Arif Prasetya Artiyany, Megawati Assidiq, Muhammad Aulia Rifki, Aulia Ayu Safitri Bantun, Suharsono Basri Basri Boni Saputra Bujaya, Muhammad Cahyadi Saputra Akasse crysantini paays, Vitalona Dadi Riskiono, Sampurna Danindra, Fuad Deliani, Susy Deliany, Susi Dewi Kartikasari Dian Indriani Dyah, Ratnasari Dyah. P, RR. Ratnasari Elina P, Lies Elmania, Putri Fachry Abda El Rahman Fadhilah, Aura FAHARUDIN, FAHARUDIN Fahmi, M. Khairul Faizul Candra, Iqbal Fajrun, Fajrun Fatimah Zahara, Siti Giatman, M Gumilang, Rinaldy Gustianty, Fahra Elvy Haerani, Khuldatul Hafied Cangara, Hafied Hairani Tbn, Reni Hamdani Hamdani Hamid, Fanul Harahap, Andi Syahputra Harahap, Hotni Sari Haris Firmansyah Harmawan, Rizal Harnida Wahyuni Adda Hartati, Ani Hartini, Devi Hasidu, La Ode Abdul Fajar Hasria Hasria, Hasria Hayati, Rini Helmi, Hidayatul Hera Yanti Hermana, BP. Putra Hery Widijanto Hidayah, Tiara Hudaibah, Fadlia Dwi Iis Afrianty Ikram, Ikramullah Mahdi Indra, Agustian Indriani Indriani Irmawati Irmawati Jeanny Maria Fatimah Kamaruddin, Anggi Ashari Karnay, Sudirman Kaseng, Saharuddin Khitam, Muhammad Chusnul Khumairoh, Nur Izzatul Kurnia, Ika Kurniasih, Ninik Kusmana, Endang Kustina, Rika Kusyani, Diah La Aba Lailan Syafira Putri Lubis Lestari, Vina Linasari, Linasari Lubis, M. Ilyas Lubis, M. Syukri Azwar M. Agus Salim Al Fathoni Mahyus, Mahyus Mangurai, Silvia Uthari Nuzaverra Mayang Maratun Janah, Maratun Mardizal, Jonni Marzuki, Nur Rofifah Maswar, Muhammad Azwar Mau, Muliadi Meilendra, Karsal melani putri Misdawati, Misdawati Misra, Isra monica, shinta Muh Akbar Muhamad Tarmizi Muhammad , La Ode Muhammad Akbar MUHAMMAD MANSUR Muhammad Syahdarul Awal Muhazab, Ahmad Muhlizar Muhlizar Muliadi Muliatik, Sri Mursalim Mursalim Nanda, Gustina Tri Nasution, Maulana Oscard Nasution, Pipit Utari Nina Nina Ninik Kurniasih Ninik Kurniasih SE Nisah HSB, Khoirun Nissa, Barkatun Nur Fadila Qomari, Fatia Nur Faika, Nur Faika Nur Hidayah Nur Mawaddah, Nur Nurhalifah, Nurhalifah Nurhaliza, Nurhaliza Prasetiowati, Lies Elina Pratama, Dianita Gadis Priyadi Nugraha P Purnomowati, Ratnasari Dyah Purnomowati, RR Ratnasari Dyah Putri Lubis, Nabila Putri, Rika Ilma Qippiah , Mariatul Rahimah, Siti Rahman, Nadia Aprilia Rangkuti, Sukma Adelina Razak, A Reine Suci Wulandari Rezky Febrianti Riri Trinanda Rismawati Rismawati Risti Rahmaniar Rosmadewi, Rosmadewi RR. Ella Evrita Hestiandari Ryandi, Oscar S, Aziza Saeni, Rahman Safar, Muhammad Saidah, Nur Saidi, Nurhajijah Salam, Adnan Yahya Saleh, Ramlah Sari Zawitri Sarma Siahaan Sawitri, Sari Sembiring, Selfi Yolanda Sety, La Ode Muhamad Shodiq, Ja'far Shofy K.P, Ramadhaniah Sipaami, Sipaami Sitti Murniati Muhtar, Sitti Murniati Siwi, Theresia Solly Aryza Sonni, Alem Febri Soraya Soraya Soraya, Ayu Sri Buwono . Stella Talitha Suganda, Nurdiyanti Suharsono Bantun Supriadi Supriadi Syahirani, Siti Syam, Azizah Lutfiah Syihabuddi, Syihabuddi Syihabuddin Syihabuddin Syukri, Makmur Ta'ali tahir, aswar Tarmizi, Tashadi Tati Baina Gultom Theresia Siwi Kartikawati Toti, Fastion Trisnawati Trisnawati Trisnawati Trisnawati Tuti Bahfiarti Tuti Bahfiarti Wahida, Nur Wahyudi Wahyudi Wahyudi Wahyudi Warman, Syafil Wijayanti, Nanda Ayu Wina Wulandari Yuliana, Elsa Sari Yulianti, Eva Tri Yulianto Yulianto Yuliarma, Yuliarma Yusawinur Barella Yusuf, Andryan Zahroh Shaluhiyah Zainuddin Basri Zawitri, Sari Ziyanti, Nada Warla Zulham Al Farizi SE Zulham AlFarizi Zulpan, Zulpan