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Journal : Journal of Information Systems Engineering and Business Intelligence

System Dynamics Simulation Model to Increase Paddy Production for Food Security Mala Rosa Aprillya; Erma Suryani; Anisa Dzulkarnain
Journal of Information Systems Engineering and Business Intelligence Vol. 5 No. 1 (2019): April
Publisher : Universitas Airlangga

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (271.937 KB) | DOI: 10.20473/jisebi.5.1.67-75

Abstract

Background: Food security is a world problem that often affects developing countries, one of them in Indonesia. Along with the increasing population growth population in Indonesia, this will affect the level of demand for rice for food needs. The problem of rice consumption and its fulfillment is an important agenda. If Indonesia does not want to depend on rice imports, then paddy production must continue to be increased. Therefore, food availability in each region is maintained to realize food security. Objective: The purpose of this study is to analyze the factors that influence the increase paddy production in terms of cultivation and postharvest using a system dynamics model approach as the basis for policy strategy preparation.Methods: System Dynamics (SD) approach with the consideration that this framework offers the ability to study and manage complex feedback systems and the ability to model non-linear behavior. Then do a series of decision scenarios to get the best results using computer assistance.Results: Scenario results indicate that increasing paddy production to meet demand in Indonesia can be done by increasing the adoption of postharvest harvesting mechanisms coupled with the application of appropriate GAP (Good Agricultural Practice). It will increase paddy production in East Java so that it will make a large contribution to rice production in East Java.Conclusion: This research can be used to improve paddy production to food security by improving harvesting mechanisms. For further research, we can consider increasing rendement paddy in supporting increased rice production.
The Effect of Service Quality on T-Cash Customer Satisfaction using System Dynamics Framework Dhyna Octabriyantiningtyas; Erma Suryani
Journal of Information Systems Engineering and Business Intelligence Vol. 5 No. 1 (2019): April
Publisher : Universitas Airlangga

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (408.428 KB) | DOI: 10.20473/jisebi.5.1.76-84

Abstract

Background: Every year, the number of T-Cash users is increasing significantly. However, the increase is not in sync with the number of T-Cash transactions. In this year, it was noted that active T-Cash users were only 35%. Some clinical studies have established an assessment of the quality of services, there are several dimensions assessed according to the topic of research. The dimensions of service quality used in this study are dimensions of efficiency, reliability, responsiveness, privacy, and security.Objective: This study aims to build general models and simulations in increasing customer satisfaction with the quality of T-Cash services and produce the best scenarios that can be used by policymakers in increasing customer satisfaction.Methods: System dynamics framework is utilized for the development of the model and scenarios. Because by using a system dynamics framework can predict service quality sometime in the future so that it can produce policies for the company.Results: The simulation results are considered valid because they produce E1 values of 3% (E1 valid when E1 ≤ 5%) and E2 of 7% (E2 valid when E2 ≤ 30%). E1 is mean comparison and E2 is error variance. Based on these 2 scenarios, a policy can be taken that scenario 1 significantly increases customer satisfaction compared to scenario 2.Conclusion: Based on the simulation that has been done, it can be concluded that the dimensions of responsiveness, privacy, reliability, security, and efficiency have an effect on improving service quality. On the scenario 1, it can be concluded that with the addition of the user friendliness dimension, the service quality will experience a significant increase over the next 5 years. 
Scenario Model to Mitigate Traffic Congestion and Improve Commuting Time Efficiency Shabrina Luthfiani Khanza; Erma Suryani; Rully Agus Hendrawan
Journal of Information Systems Engineering and Business Intelligence Vol. 7 No. 2 (2021): October
Publisher : Universitas Airlangga

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.20473/jisebi.7.2.112-118

Abstract

Background: Commuting time is highly influenced by traffic congestion. System dynamics simulation can help identify the cause of traffic problems to improve travel time efficiency.Objective: This study aims to reduce traffic congestion and minimise commuting time efficiency using system dynamics simulation and scenarios. The developed scenarios implement the Bus Rapid Transit (BRT) and trams projects in the model.Methods: System dynamics simulation is used to analyse the transport system in Surabaya and the impact of BRT and trams project implementation in the model in order to improve commuting time and to reduce congestion.Results: From the simulation results, with the implementation of BRT and tram projects along with highway expansion, traffic congestion is predicted to decline by 24-44%.  With the reduction of traffic congestion, travel time efficiency is predicted to improve by 11-28%. On the contrary, implementation of BRT and tram project without highway expansion is predicted to increase the traffic congestion by 5% in the initial year of implementation, then traffic congestion is predicted to decline by 2% in 2035.Conclusion: Based on the scenarios, transport project implementation such as BRT and trams should be accompanied with improvement of infrastructure. Further research is needed to develop a more comprehensive transportation system to capture a broader view of the problem. Keywords: Model, Simulation, System Dynamics, Traffic Congestion, Travel Time 
The Impact of Social Media Engagement on Market Share: A System Dynamics Model Erma Suryani; Rully Agus Hendrawan; Benyamin Limanto; Fatharani Wafda; Inayah Auliyah
Journal of Information Systems Engineering and Business Intelligence Vol. 8 No. 1 (2022): April
Publisher : Universitas Airlangga

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.20473/jisebi.8.1.71-79

Abstract

Background: Some studies have shown that Return on Total Assets is a strategy to increase market share. Other studies have also shown that social media like WeChat can increase market share. However, no studies have considered Instagram engagement in increasing market share. Objective: This study aims to identify variable linkage that increases market share through a dynamic system approach in small and medium-sized enterprises (SMEs). Methods: Using a System Dynamics approach, this study presents a model simulation with a proposed increase in market share by considering Instagram features. This approach creates a Causal Loop Diagram converted into a simulated Stock Flow Diagram. The value generated from the simulation is validated with the mean comparison and % error variance formulas. Results: Instagram engagement increases market share from 0.009 to 0.018. Such engagement can be increased by posting regularly and doing more activities, such as increasing post frequency, holding contests, and maximizing all features. Conclusion: This study has successfully modeled information technology, i.e., a promotion module on social media. However, this work has not yet demonstrated how the features can gain more market share, so future research is needed.  Keywords: Causal Loop Diagram, Engagement, Market Share, Stock Flow Diagram, System Dynamics
Simulation of System Dynamics for Improving The Quality of Paddy Production in Supporting Food Security Mala Rosa Aprillya; Erma Suryani
Journal of Information Systems Engineering and Business Intelligence Vol. 9 No. 1 (2023): April
Publisher : Universitas Airlangga

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.20473/jisebi.9.1.38-46

Abstract

Background: The food security policy is an effort to ensure stable food availability and stable access of the community to food. As the population increases, this will affect the fulfillment of food needs in the future. Therefore, increase in rice production is needed to support food security. Objective: Conduct an analysis of the factors affecting the quality of rice production by using a dynamic system simulation that can be used as a basis for formulating policy strategies. Method: Simulation using System Dynamics (SD) is a method used to study and analyze complex systems by modeling non-linear behavior. Then several scenarios were carried out for the best decision-making using a computer. Result: The results of the scenario show that increasing the quality of paddy production in order to meet food needs in the future is doable by boosting the rendement of paddy as it will upgrade rice production which  will contribute greatly to rice production. Conclusion: From the simulation results, the  study can be used to increase the quality of rice production to maintain food security by improving the harvesting mechanism to increase yields. For further research, the use of Smart Agriculture can be considered to increase production of rice.   Keywords: Food security, Rice production, Rice production, System dynamics
Co-Authors Achmad Mufliq Addin Aditya Adi, Trijoko Wahyu Ahmad Mukhlason Algracevian Andrea Gibran Syahrial Alifiansyah Arrizqi Hidayat Alvisi Aura Chandra Amalina, Debbie Amna Shifia Nisafani Amrina Friska Apriliana Ananda Riyandwyana Andhika Prasandy Rachman Andi Inayah Auliyah Andre Firmansyah Andre Parvian Aristio Anggi Yhurinda Perdana Putri Anisa Dzulkarnain Anwar Romadhon Ari Santoso Arif Wibisono Arishinta, Ayasophia Ashma Hanifah Bangun Muljo Sukojo, Bangun Muljo Benyamin Limanto Benyamin Limanto Cahyono, Dwi Dhika Wahyu Octaviani Dhyna Octabriyantiningtyas Donaya Pasha Enrico Samuel Djimesha Eryuni Ramdhayani Fadhil, Muhammad Faiq Najib Al-Aziz Faizal Mahananto Faradibah, Amaliah Fatharani Wafda Fatharani Wafda Ferlyna Kusuma Wardhani Gustin Ayu Cahyandini Gustin Ayu Cahyandini Gustin Ayu Cahyandini HANDEWI P.S. RACHMAN Handewi Purwati Saliem Hanifan Muhayat Haris Rafi Heri Supriyanto Hermansyah Hermansyah Herry Purwanti Heru Yunianta I Made Candra Girinata I Putu Artama Wiguna Ika Nurkasanah Indah Dwi Lestari Indroprasto Indroprasto Iqbal Grady Favian Jadid Pratama Yuga Nugraha Jennis Tonapa Jessica Patricia Halim Jojok Widodo Soetjipto Kamarudin Hasan Basri Kartini Aprilia Pratiwi Nuzry Kurnia Sari Darma Siswi Lidra Trifidya Lilia Trisyathia Quentara Litafira Syahadiyanti Litafira Syahadiyanti M. Yusuf Sulaiman Mahendrawathi ER Mahendrawati ER Makarius Bajari Makarius Bajari Mala Rosa Aprillya Mas’odi Mas’odi Maya Puspita Mochammad Althof Ibtisaam Shiddekh Muhammad Afzal Muhammad Alam Pasirulloh Muhammad Andika S M Muhammad Andika Satrugna Mahardhika Muhammad Septama Prasetya Muhammad Syamil Fadlillah Nanok Adi Saputra nFN Supriyati Ni Luh Septiana Dharmayanti Nilasari Mukti Widyaningsih Novia Paramita Shandra Nugroho, Cahyo Aji Nurmansyah Nurmansyah Octavia Olga Citra Dewi Ony Ichsandrya Pandu Satrio Priangga, Prima Purnama Anaking Putri, Anggi Yhurinda Perdana Putu Aditya Dharmawan Rachman Arief Radityo Prasetianto Radityo Prasetianto Wibowo Raffly Andico Devara Rahmad Hidayat Rahmawati, Ulfa Emi Randy Pradana Kushatmaja Raras Tyasnurita Raulia Riski Regina Verra Santiara Retno Aulia Vinarti Rindu Puspita Wibawa Rini Qurratul Aini Risma Petrus Risma Petrus Rizka Wakhiddatus Sholikah Rully Agus Hendrawan Sarwosri Sarwosri Satria Nur Alam Septama, Muhammad Serra Charisma Viontita Shabrina Luthfiani Khanza Shoffi Izza Sabilla Surya, Agung Bagus Syaiful Hidayat Syauqi Saswatata Nawal Abadi Tata Aransta Imas Puspita Tita Ayu Rospricilia Tony Dwi Susanto Ulfa Emi Rahmawati Ulfa Emi Rahmawati Ummi Ainun Nadhiroh Wahyuningtyas, Nunuk Wiandana, I Gede Wibawa, Rindu Puspita Wibisono, Arif Wibisono, Arif Wisnu Broto, Y. Suponco