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Journal : Indonesian Journal of Global Health research

Forecasting Cardiovascular Drug Demand Using Triple Exponential Smoothing Additive Wiedyaningsih, Chairun; Yuniarti, Endang; Fadilla, Andi
Indonesian Journal of Global Health Research Vol 7 No 2 (2025): 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.v7i2.5010

Abstract

Drug management and pharmaceutical services in hospitals often face two main problems: stockouts and overstocking. This research aims to apply the Triple Exponential Smoothing (TES) additive method to forcast cardiovascular drug needs for the period of January–March 2024 at RSUD Dr. Kanujoso Djatiwibowo. This research employs a retrospective method using cardiovascular drugs data collected between January 2021 and December 2023. The forecasting results were interpreted using Mean Absolute Percentage Error (MAPE). The forecasting conducted in the range of January - March 2024, there four drug items distribute in highly accurate forecasts (MAPE<10%), while four drugs exhibited good forecasting performance (MAPE 10%-20%). Additionally, two drug items showed fair forecast results (MAPE 20%-50). This study concluded that RSUD Dr. Kanujoso Djatiwibowo could use TES Additive forecasting method.
Co-Authors A.A. Ketut Agung Cahyawan W Abdillah Mursyid Akuba, Jusnita Amna, Shily Rahmatika Anna Wahyuni Widayanti Ardiningtyas, Bondan Ardiyatul I. Kelana Ari Dwidayati As'hari, Yanuar Azni, Meicella Bai Athur Ridwan Bella Anggelina Dewa Ayu Putu Satrya Dewi Dewi, Mahmud Carica Ekasari, Marlita Putri Endang Yuniarti Fadilla, Andi Fakhriya, Dina Faluti, Dimas Rizki Ferina Septiani Damanik Fita Rahmawati Fita Rahmawati Fivy Kurniawati Ginanti Putri, Ni Putu Vyra Gunawan Pamudji Widodo Haris, Restu Nur Hasanah Harnita Harnita Hasina, Raisya Heni Lutfiyati Heni Lutfiyati, Heni I Dewa Putu Pramantara Indriastuti Cahyaningsih, Indriastuti Iwan Yuwindry Khrisna Heryanti Febti Kurniasar Kiki Yuli Handayani Kristanti, Nugraheni Dwiari Kukihi, Farha Elein Kurniawati, Fivy Lubis, Muammar Mahdiyani, Ulfah Malina, Rachma Marhenta, Yogi Bhakti Meicella Azni Melia Eka Rosita Muh Irham Bakhtiar Mulyagustina Mulyagustina Mulyagustina, Mulyagustina Mursyid, Abdillah Mursyida Ulfa Nanang Munif Yasin Nanang Munif Yasin Nanang Munif Yasin Nananng Munif Yasin Nia Primayani Niken Nur Widyakusuma Nita Trinovitasari Nugraheni Dwiari Kristanti Nur Aini Budiyanti Nur Hamida Nurul Mardiati Nurul Mardiati Nurul Mardiati Oetari . Pramuji Eko Wardani Pratama, I Dewa Putu Probosuseno Probosuseno Probosuseno Probosuseno, Probosuseno Putra, Juniawan Akbar Karisma Rachma Malina Rahmadani . Raisya Hasina Renni Simorangkir Restu Nur Hasanah Haris Ria Widyaswari Rina Mutiara Rina Mutiara, Rina Ruspandi, Sugeng Ryshang Bathari, Anggraini Citra Sampurno Sampurno Sampurno Sampurno Sampurno Sampurno Saskiya, Pingki Arum Satibi Satibi Satibi Satibi Satibi Satibi Setiabudi, I Dewa Putu Pramantara Simanullang, Raymon Siregar, Mardiana Sri Suryawati Sumarni Sumarni Sumarni Sumarni Susi Ari Kristina Susi Ari Kristina Susi Ari Kristina Susi Ari Kristina Susi Ari Kristina Susi Ari Kristina Susi Ari Kristina Taufiqurohman Titami, Arina Tri Murti Andayani Tri Murti Andayani Ulfah Mahdiyani Wa Ode Masrida Wahidah, Pujiastuti Wahyudi, Aiffian Farhan Wanggol, Agata Christi Febriani Warastuti . Widayanti, MPH., Apt., Ph.D., Anna Wahyuni Widyasari, Leiren Garda Wijaya, Syifa Indi Yatminto, Eko Yogi Bhakti Marhenta Yulia Citra Yuwindry, Iwan Zhaqila, Qhifani