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The Role of Big Data and Analytics in Managerial Decision Making: a Global Cross Sector Bibliometric Analysis Study Kartika, Kartika; Syamsiah, Syamsiah
International Journal Of Education, Social Studies, And Management (IJESSM) Vol. 5 No. 3 (2025): The International Journal of Education, Social Studies, and Management (IJESSM)
Publisher : LPPPIPublishing

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.52121/ijessm.v5i3.899

Abstract

This study presents a bibliometric analysis of research on the role of Big Data and analytics in managerial decision making across various industrial sectors. Using data retrieved from Google Scholar and CrossRef databases between 2019 and 2025, the study aims to identify research trends, influential authors, institutions, and thematic clusters shaping this emerging field. Bibliometric mapping and visualization techniques were conducted using VOSviewer to uncover the structure of scientific production and collaboration networks. The findings reveal a significant increase in publications after 2019, highlighting the growing relevance of data-driven management and analytics-based decision-making in strategic, operational, and financial contexts. The analysis identified four dominant research clusters: data-driven decision frameworks, predictive analytics and business intelligence, digital transformation and performance optimization, and ethical implications of data usage. Furthermore, keyword evolution indicates a paradigm shift from descriptive analytics toward artificial intelligence, machine learning, and cognitive analytics applications. The study contributes to advancing theoretical and practical understanding of how Big Data and analytics enhance managerial decisions, organizational performance, and competitive advantage in the digital economy.his study conducts a bibliometric analysis to explore the global research landscape on Big Data and analytics in managerial decision-making from 2019 to 2025. Using data extracted from Google Scholar and CrossRef databases, a total of 943 publications were analyzed through VOSviewer and CiteSpace to identify publication trends, influential authors, key journals, and emerging research themes. The analysis reveals three distinct phases of research evolution: the exploratory phase (2019-2020), the consolidation phase (2021-2022), and the expansion phase (2023-2025). The findings indicate a clear transition from technological and operational perspectives toward strategic, ethical, and interdisciplinary applications of Big Data analytics.Network, overlay, and density visualizations demonstrate a robust global research network with increasing collaboration among scholars, institutions, and regions. The most dominant themes identified include “data-driven decision-making,” “organizational performance,” and “digital transformation,” while emerging topics such as “ethical artificial intelligence,” “data governance,” and “sustainability analytics” are gaining prominence. This study highlights how Big Data analytics has evolved into a strategic capability that enhances managerial decision-making, innovation, and resilience in the digital era.The results contribute to the theoretical and practical understanding of analytics-based management and provide valuable insights for future research directions. By mapping research trends and intellectual structures, this bibliometric study serves as a foundation for developing responsible, evidence-based, and sustainable data-driven management practices across industries.
Optimization of the Thickness, Water Vapour Transmission Rate and Morphology of Protein-Based Films Incorporating Glycerol and Polyethylene Glycol Plasticizers Fahrullah, Fahrullah; Kisworo, Djoko; Bulkaini, Bulkaini; Yulianto, Wahid; Wulandani, Baiq Rani Dewi; Haryanto, Haryanto; Azhary Noersidiq; Maslami, Vebera; Ulkiyah, Kalisom; Kartika, Kartika; Rahmawati, Lilik
Jurnal Ilmu-Ilmu Peternakan Vol. 34 No. 1 (2024): April 2024
Publisher : Faculty of Animal Science, Universitas Brawijaya

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21776/ub.jiip.2024.034.01.02

Abstract

Edible film is a thin layer that can coat food products and protect them from physical, chemical, and microbiological disturbances. This study aimed to determine the effect of the concentration ratio and different plasticizers on the thickness, water vapour transmission rate, and morphology of protein-based edible films. The study used a completely randomized design with a factorial pattern. The experiment involved two factors: Factor A, which was the whey-gelatine concentration ratio, at three levels (A1 = 1:0.5; A2 = 1:0.75; A3 = 1:1); and Factor B, which was the plasticizer, at two levels (B1 = glycerol; B2 = polyethylene glycol (PEG)). The study revealed that the water vapour transmission rate was significantly affected (P<0.01) by the interaction between whey-gelatin and different types of plasticizers. Additionally, the film thickness was significantly affected (P<0.01) by the whey-gelatine ratio, and the water vapour transmission rate was significantly affected (P<0.01) by the different types of plasticizers used. The film made from protein had a thickness of 0.282-0.357 mm, a water vapour transmission rate of 4.27-5.55 g/mm2.h, and a homogeneous surface structure resulting from the good mixing of whey and gelatin. The concentration of whey-gelatine and the use of different plasticizers can affect the thickness, WVTR, and morphology of the film. The use of glycerol as a plasticizer resulted in a greater thickness, water vapour transmission rate (WVTR), and morphology compared to those of the PEG plasticizer when the whey-gelatin concentration was 1:1.
Analisis Penentuan Pusat Pelayanan Perkotaan Di Wilayah Provinsi Sumatera Utara Pratama, Lucky Satria; Wahyuni, Sri; Sapahira, Prety; Yani, Cindy Indah; Kartika, Kartika; Faiz, Muhammad; Suta, Roffi Rivaldo Arya; Wardhana, Wahyu Habib
AL-MIKRAJ Jurnal Studi Islam dan Humaniora Vol. 4 No. 02 (2024): Al-Mikraj, Jurnal Studi Islam dan Humaniora
Publisher : Pascasarjana Institut Agama Islam Sunan Giri Ponorogo

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37680/almikraj.v4i02.4893

Abstract

This analysis was carried out to identify districts/cities that could be grouped into candidate service centers based on educational, economic, health and social facilities. The type of data used in this research is secondary data. The data collection method used was a literature review taken from the Central Statistics Agency (BPS). Next, the data was analyzed using scalogram analysis and centralization index analysis. The results of this research show that the areas that are urban service centers are located in Hierarchy I, namely the Regency/City of Tapanuli Utara, Toba, Dairi, Nias Selatan, Pakpak Barat, Samosir, Serdang Bedagai, Nias Utara, Nias Barat, Sibolga, Pematangsiantar, Tebing Tinggi, Medan, and Binjai. This district/city can be used as an urban service center in the North Sumatra Province region.
The Effect of Warm Compress Therapy in Reducing Headache Intensity and Stabilizing Blood Pressure in Hypertension Patients Rohmawati, Dhian Luluh; Nisak, Raudhotun; Lukitaningtyas, Dika; Kartika, Kartika
Indonesian Journal of Global Health Research Vol 6 No S5 (2024): Indonesian Journal of Global Health Research
Publisher : GLOBAL HEALTH SCIENCE GROUP

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37287/ijghr.v6iS5.4546

Abstract

Hypertension is a global health concern, increasing annually. Headaches in hypertensive patients indicate high blood pressure levels, affecting brain blood vessels. These headaches should be promptly evaluated and treated for significant health risks. Objective: This study investigates the impact of warm compresses on headache and blood pressure reduction in hypertensive patients. Method: The study, conducted at a community health center in Ngawi Regency, focused on hypertension patients with headaches. The researchers used a one-group pretest posttest design and measured headache pain using the NRS scale before applying a warm compress. Data analysis for this study was conducted using the Wilcoxon Signed-Rank Test. Results: The research results show that the average pain level decreased by 1.18, indicating a significant difference before and after the application of a warm compress. This study also shows that the average systolic blood pressure decreased by 15.87, indicating a significant difference (p-value <0.05) before and after the application of a warm compress. Additionally, the average diastolic blood pressure decreased by 13.27, indicating a significant difference (p-value <0.05) before and after the intervention. Conclusions: there is a significant effect of warm compresses on headache pain and on lowering blood pressure in patients with hypertension.
Germination pattern and quality resilience of West Bangka local rice seeds during storage in various media Marini, Marini; Mustikarini, Eries Dyah; Kartika, Kartika
Agrovigor Vol 18, No 1 (2025)
Publisher : Universitas Trunojoyo Madura

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21107/agrovigor.v18i1.29040

Abstract

Local rice seeds from Bangka have great potential for food security. Seeds stored in the wrong place can experience a decrease in quality. This study aims to assess the germination pattern and quality resilience of local Bangka rice seeds under different storage methods. The research was conducted from February to September 2024 at the Seed Laboratory and Plant Breeding, Bangka Belitung University. The study used a completely randomized design (CRD) with a split plot pattern. The first factor consists of six accessions of local rice from Bangka (Mukot, Jawa, Ungu, Pulut Hitam, Balok Merah, and Mayang Hutan). The second factor comprises seven storage methods (cans, 40-micron plastic, 120-micron plastic, plastic bags, plastic containers, nursery trays, and panicles). This study shows significant differences in the germination patterns of local Bangka rice seeds stored in various media for 0, 2, 4, and 6 months. The Jawa access had the highest germination rate (78.8%) with an optimal storage time of 4 months, while storing seeds using panicles gave the best results (82.3%) compared to other media. The Balok Merah access excelled in maintaining seed quality. The local Bangka rice access, namely Jawa and Balok Merah, stored using the panicle storage method, can be applied by farmers and the community to maintain seed quality.
Design of Midi Drum Controller Using Piezoelectric and Arduino-Based TCRT5000 Sensor to Facilitate Sound Engineer Performance in the Music Industry Maulana, Mirza; Kartika, Kartika; Asran, Asran; Jannah, Misbahul; Hasibuan, Arnawan; Mursalin, M; Ahmed Al-Ani, Waleed Khalid; Isa, Muzamir
Journal of Renewable Energy, Electrical, and Computer Engineering Vol. 3 No. 2 (2023): September 2023
Publisher : Institute for Research and Community Service (LPPM), Universitas Malikussaleh, Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29103/jreece.v3i2.11743

Abstract

This study discusses the Midi Drum Controller using the Arduino Mega which has many analog pins making it suitable for producing complete drum pads as well as piezoelectricity which is used to detect vibrations when the drum pad is beaten, as well as the Tcrt5000 sensor which is used to control the hi-hat so that it can move. from the sound of an open hi-hat to a closed hi-hat. The results of this study indicate that piezoelectricity can detect vibrations and dynamics of strong and weak drum beats and send the game to midi-based virtual drum applications. The Tcrt5000 sensor used can also work well, judging by the sound it produces and the data sent when the Tcrt5000 sensor is on and off.
Integrasi Nilai-Nilai Islam Dalam Pembelajaran Matematika Pada Materi Trigonometri Kartika, Kartika; Sari, Juleka; Amirullah, Amirullah
Jurnal Inovasi Global Vol. 2 No. 3 (2024): Jurnal Inovasi Global
Publisher : Riviera Publishing

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.58344/jig.v2i3.81

Abstract

Tujuan dari penerapan nilai-nilai Islam adalah untuk meningkatkan iman, pemahaman, dan pengalaman siswa dalam agama Islam sehingga mereka menjadi muslim yang beriman dan bertaqwa kepada Allah SWT dan dapat mengamalkan ajaran Islam yang baik dan benar. Karena siswa adalah generasi penerus bangsa, guru harus mengajar mereka dengan menggunakan Al-Quran dan hadist. Penelitian ini bertujuan untuk menunjukkan bagaimana nilai-nilai Islam berkontribusi pada pembelajaran trigonometri matematika. Studi pustaka, atau studi buku, adalah jenis penelitian yang melakukan kegiatan penelitian dengan menggunakan sumber pustaka. Dalam penelitian ini, metode pengumpulan data digunakan untuk mendapatkan informasi tentang variabel dari buku, jurnal, makalah, skripsi, dan ayat-ayat Al-Quran. Setelah itu, konten dievaluasi untuk sampai pada kesimpulan yang tepat. Hasil penelitian menunjukkan bahwa ada hubungan antara trigonometri dan nilai Islam yakni menentuan arah kiblat dan gerakan sholat.
GAS ELECTRIC VALVE DESIGN Kartika, Kartika; Rezki Setiawan, Ahmad
International Journal of Social Science, Educational, Economics, Agriculture Research and Technology (IJSET) Vol. 1 No. 8 (2022): JULY
Publisher : RADJA PUBLIKA

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.54443/ijset.v1i8.46

Abstract

In this era of globalization, science and technology has developed rapidly, especially in the industrial world. As for science and technology that is beneficial to industry, namely for components of the production process, one of which is Valve control. This technology is used to modify the fluid flow or pressure rate in a process system by using power for its operation. The application of this control valve is used to control a pressure rate or quantity, such as the amount of oxygen gas content (O₂) and carbon dioxide (CO₂) in fruit and vegetable plants. In the research that has been carried out on the carbon dioxide (CO₂) process using a porous fiber membrane contactor, the gas model is absorbed in a pure state at cold room temperature. In this study, it is still an obstacle when applied in the field because there are many factors that have not been taken into account, so in an effort to control the wasted gas, an electric gas valve control system device is needed which is designed to determine the value of wasted gas. This system is designed with valve components, servo motors, solenoid valves, Arduino uno, and relays, where all these components are built and programmed with Arduino uno microcontroller. The results of the test are carried out to determine the level of accuracy of each input to the control valve and to determine the value of the gas wasted at the degree of opening of the valve. The test results on the ten forms of angular movement are when the valve works and opens at a movement angle of 0° to the movement, the valve opens at 0%. When the valve works and opens at an angle of movement of 10° to rotation, the valve opens by 11.1%, and when the valve works and opens at an angle of movement of 20° to 80° to the movement, the valve opens by 22.2% to by 88.8%, then when the valve works and opens at an angle of movement of 90° to the movement, the valve opens by 100% or fully opens. The benefits of this research in the performance process of production technology in industry are to meet consumer demand by producing safe, minimally processed, additive-free, and stable quality food.
IMPLEMENTATION OF THE YOLOV4 ALGORITHM IN MOBILE COMPUTING DEVICES FOR TOMATO MURABILITY SELECTION Kartika, Kartika; Tari Utami, Elsa; Asran, Asran
International Journal of Social Science, Educational, Economics, Agriculture Research and Technology (IJSET) Vol. 1 No. 11 (2022): OCTOBER
Publisher : RADJA PUBLIKA

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.54443/ijset.v1i11.64

Abstract

Tomato fruit yields have a variety, not only ripe fruit but also the condition of tomatoes that are still raw or half-ripe. By naked eye, tomato ripeness can be seen by the difference in three colors, namely red, yellow and green. Each color difference describes the level of maturity. However, human decisions in distinguishing the color of ripe tomatoes can vary and are more subjective. With the help of an image processing system, the selection of tomato ripeness can be faster and more objective. This study uses the YOLOv4 algorithm which is implemented into a mobile computing device, namely the Raspberry Pi 3, to select the tomato image captured by a camera. The results of the YOLOv4 image process will be output to the actuator in the form of a conveyor equipped with a wiper that will sort tomatoes automatically. The result of this research is a prototype with the YOLOv4 algorithm that has been trained with the tomato dataset.
PHOTOVOLTAIC CHARGING CONTROLLERUSING MAXIMUM POWER POINT TRACKING WITH INCREMENTAL CONDUCTANCE METHOD Asran, Asran; Kartika, Kartika; Jannah, Misbahul; Anni Ritonga, Raisah; Dani, Firwan
International Journal of Social Science, Educational, Economics, Agriculture Research and Technology (IJSET) Vol. 1 No. 11 (2022): OCTOBER
Publisher : RADJA PUBLIKA

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.54443/ijset.v1i11.65

Abstract

Photovoltaic functions to convert solar energy into electrical energy. The use of photovoltaic requires a charging controller to improve the performance of PV to be more optimal. The parts of the charging controller consist of a DC-DC converter and maximum power point tracking (MPPT). DC DC converter is used to change the value of the output voltage of the photovoltaic to reach the peak power of the photovoltaic. To determine the peak power value of photovoltaic, MPPT is needed with incremental conductance algorithm. The DC-DC converter uses a buck converter type with a switching frequency of 150kHz and an inductor of 35µH. The incremental conductance algorithm embedded in the microcontroller works by comparing changes in current and voltage to get the peak power value. The result of this microcontroller is a pulse wave whose duty cycle varies based on the results of the algorithm. This pulse wave will control the buck converter. From the results of this study the charging controller is able to work by changing the value of the duty cycle according to the PV conditions when absorbing power.
Co-Authors AA Sudharmawan, AA ABDUL MUNIF Abilowo, Ashar Ade Dwi Utami Adhin Al Kasanah Adi Pratama, Adi Afriani, Novita Agustina, Silva Nasriati Ahmed Al-Ani, Waleed Khalid Amirullah -, Amirullah ANDI WIJAYA Andika Andika Andini, Indri Arifianisa Andriani, Wulan Suci Anjrah H, Anjrah Anni Ritonga, Raisah Ardiansyah, Moh. Iqbal Arfian Suryasuciramdhan Argadinata, Hasan Arianto, Aris Armada, Rio Dwi Arnawan Hasibuan Asmara Sari Nasution Asran, Asran Asri asri ASRI WIJIASTUTI Astriani, Linda Astuti Kurnianingsih Atiek Winarti atiyatul hasanah, shifa Aulia, Erend Meiva Azhary Noersidiq Bambang Irawan Bayu Aprillianto Benyamin Lakitan BIMA BIMA, BIMA Bulkaini (Bulkaini) chaerani, erni CHAERANI, ERNI CHAERANI Choirudin, Muhamat Christiana, Belinda Cipta, Subhan Panji Dameza, Afdilliyah Suci Sukma Dani, Firwan Daniel Happy Putra Daru Tri Nugroho Darus Altin Deassy Siska Deeng, Antonio Brian Dessy Artina Dewi Yana, Dewi Dewiyana, Dewiyana Dheo Rimbano Dien, Cahaya Amalia Djoko Kisworo Djum Djum Noor Benty DK, Sari Dwi Ari WIbowo, Wahyu Dwiwijaya, Kadek Agus Eko Hidayat Emilia Emilia Endah Retno Palupi Eries Dyah Mustikarini Erna Siaga, Erna Fahrullah Fahrullah Feranza, Flarines Yena Fernando, Frengki Fia Nurmaya, Elyya Putri Franchitika, Rizky Ginting, Natael Habib Shulton Asnawi Harahap, Husni Fadillah Haryanto Haryanto Hasan, Abdul Kadir Hasibuan, Mhd Perdiansyah Hasrizart, Iwan Hasruddin Hasyimi, Diah Mukminatul Helma Maraliza herdiyana, Herdiyana Ibrahim, Maulana Farhan Imron Arifin Indah Nursanti Irmayanti Irmayanti, Irmayanti Isa, Muzamir Iskandar Iskandar Isma, Aldi Fadilah Ismuntania, Ismuntania Isnaini, Anggun Jannah Juliana Juliana Juliani, Nekka Junaidi Junaidi Kadir Hasani, Abdul Kadir, Sabaruddin karmila karmila Kasanah, Adhin Al Kautsar Khairunnisa Batubara Khoiri, Fahrul Krisnaldy, Krisnaldy Kristanti, Lucia Ani Kurrohman, Taufiq Kusmiadi, Riswan Laily Ilman Widuri, Laily Ilman Latief, Fitriani Lestari, Agustin Dwi Lestari, Citra Olivia Lestari, Heni Eka Puji Lucky Satria Pratama Lukitaningtyas, Dika Lusiana, Winda Melani M. Umar Harun Maemonah, Maemonah Maera Zasari Marini . Marsheila Jiofani Martinouva, Rissa Afni Masitah Mathar, Irmawati Maulana, Mirza Mega Arianti Putri Meiby Zulfikar Meihana, Mei Mirza Pramudia Misbahul Jannah Misriana Misriana, Misriana Mohamad Ichwan Mohamad Rahmad Suhartanto Mu'in, Fathul Muflihah, Lilih Muhammad Zulfadhilah Mulki Indana Zulfa, Mulki Indana Mulyati, Sesaria Betty Mursalin, M Muslimin Muslimin Naqi, M. Fathan Nas'ah, Nas'ah Nasution, Ramadhani Syafitri Ningsih, Andi Wahda Nining Ika Wahyuni Nisa, Zulfa Khairun Nisak, Raudhotun Nugrahardi R, Nugrahardi Nuraeni, Riani Nurfaizah, Falihatul Nurmaidah Nurmaidah Nursanti, Siti Nurwijayanti Octarina Sandy, Riri Pamuji Pamuji, Pamuji Pangesti, Resha Dwi Ayu Prabowo, Budhi Pramono Pramono Prastya, Septyan Eka Pratama, Danu Tirta Pratiwi, Heni Prihantini, Campina Illa Puji Hastuti Puspita, Anggita Puspita, Dewi Ayu Putra Suyani, Fa’is Alvian Rabendra Y, Rabendra Rafiuddin, Rafiuddin Rahmanda, Ersa Rahmawati, Lilik Rakhman, Fakhryan Ratmawati, Ratmawati Rauf, Sugirah Hidayah Rezki Setiawan, Ahmad Rita Yunus Riwan Kusmiadi, Riwan Riyaldi, M. Aldi Riza Alfita Rohmawati, Dhian Luluh Roid, Fahrian ROSIDA VIVIN NAHARI Rossita, Taufianie Rostiar Sitorus Rudi Erwandi Rudini, Moh Safitri, Dewi Ira Salam, Jaenal Gopur Asmanul Sanjaya, Nanda Sapahira, Prety Sari, Juleka Sari, Mira Yulia Sari, Rahayu Widia Sari, Siska Purnama Sasongko, Mochamad Agung Sayatman Sayatman Sebtalesy, Cintika Yorinda Septiana, Aning Sholihah, Fithriyatus Sitepu, Meriahta Sri Wahyuni Sudarno Sudarno Sujarwanto Sujarwanto, Sujarwanto Sujarwo, Sawi Sundi, Venni Herli Suryati Suryati Susilawati, Susilawati Suta, Roffi Rivaldo Arya Suyidno Suyidno Suyitno Suyitno Swarjana, I Kadek Dwi Syafrina Arbaani Djuria Syahrinullah, Syahrinullah Syamsiah, Syamsiah Syamsuddin Syamsuddin Tari Utami, Elsa Tri Lestari Ulfa Zakaria Ulisan, Pasih Ulkiyah, Kalisom Ummah BK, Muh. Khaerul Uswatun Hasanah Vebera Maslami Vera Sri Endah Cicilia Vido Iskandar Villasari, Asasih Wahidin Wahyuni, Annisa wahyuni, Winda wahyuni Wardhana, Wahyu Habib Wardhaningrum , Oktaviani Ari Whedy Prasetyo Widya Budhiharti, Tri widyaastuti, eny erlinda Widyawati, Arista Winda Wahyuni Wulandani, Baiq Rani Dewi Yani, Cindy Indah Yasin, Alifh Ahmad Yudi Firmanul Arifin Yulianto, Wahid Yunus, Santi Zainuddin, Fatlina Zainudin Hasan