Analysis of Medicine Delays for Acute Respiratory Infections in Hospitals in the Jakarta Regional

Hendri Pujianto; Dana Nasihardani; Tri Ngudi Wiyatno; Jacky Cahaya Saputra; Renno Satrio

doi:10.24853/jurtek.17.1.41-52

Analysis of Medicine Delays for Acute Respiratory Infections in Hospitals in the Jakarta Regional

Hendri Pujianto, Dana Nasihardani, Tri Ngudi Wiyatno, Jacky Cahaya Saputra, Renno Satrio

Abstract

This study examines the causes of delays in providing medication to Acute Respiratory Infection (ARI) patients in hospitals within the Jakarta region and develops strategies to address this issue. The research findings, based on the Analytic Hierarchy Process (AHP) method reveal that empty stock at the distributors have the most significant impact on medication distribution delays, followed by wrong branch selection. The SWOT analysis results show that the Empty Stock at the Distributor is in quadrant III position which requires minimizing weaknesses to seize opportunities. Meanwhile, the alternative of wrong branch selection is in quadrant I which requires utilizing strengths to seize opportunities. It can be concluded that this indicates the company must utilize strengths to reduce weaknesses and seize opportunities. Strategies to enhance the efficiency of pharmaceutical distribution is using an integrated stock monitoring system and use of real-time stock monitoring system and strategically collaborating with distributors. The system helps companies manage stock more effectively, efficiently, and organized, while increasing competitiveness in the market.Collaboration with distributors become a key step to speed up the distribution process, reduce the risk of shortages or overstocks, and improve customer satisfaction through more timely and efficient deliverie. This research contributes theoretically to the integration AHP-SWOT approach focused on optimizing supply chain management can suggest strategy improving hospital procurement processes, and reducing ISPA medication distribution delays to enhance service level agreement which is necessary to enhance the quality of medical services in Jakarta.

Keywords

Analytic Hierarchy Process (AHP), SWOT, Supply Chain Management, Risk Management, Medicine Delays.

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References

R. Sauriasari, A. Azka Hikmawati Aulia, and A. Swastika, “Evaluasi kesesuaian penulisan resep pada kasus ISPA non pneumonia di poli MTBS The evaluation of prescription conformity on non-pneumonia upper respiratory tract infection cases in Integrated Management of Childhood Illness (IMCI) division at Cengkareng District Community Health Centre, Jakarta,” Depok, 2017. doi: https://doi.org/10.7454/PSR.V4I2.3770.

N. Nurwahidah, S. Syaiful, A. Aniharyati, F. Abubakar, and M. Masruroh, “Effectiveness of Education Using Videos and VCO Application Modules in Reducing ISPA Symptoms in Children,” International Journal of Social Service and Research, vol. 3, no. 10, pp. 2503–2512, Oct. 2023, doi: 10.46799/ijssr.v3i10.562.

R. Windi, F. Efendi, A. Qona’ah, Q. E. S. Adnani, K. Ramadhan, and W. M. Almutairi, “Determinants of Acute Respiratory Infection Among Children Under-Five Years in Indonesia,” J Pediatr Nurs, vol. 60, pp. e54–e59, Sep. 2021, doi: 10.1016/j.pedn.2021.03.010.

F. Qonitan, F. Haidar, and N. Zahra, “Overview of the Air Pollution Standard Index and Associated Health Risk in DKI Jakarta during the 2019 Dry Season,” European Alliance for Innovation n.o., Sep. 2022. doi: 10.4108/eai.31-3-2022.2321002.

B. Stuart et al., “Delayed antibiotic prescribing for respiratory tract infections: Individual patient data meta-analysis,” The BMJ, vol. 373, Apr. 2021, doi: 10.1136/bmj.n808.

J. K. Aronson, C. Heneghan, and R. E. Ferner, “Drug shortages. Part 2: Trends, causes and solutions,” Oct. 01, 2023, John Wiley and Sons Inc. doi: 10.1111/bcp.15853.

T. Schneider, K. Kuussaari, and P. Virtanen, “Drug treatment service procurement: A systematic review of models, goals, and outcomes,” Oct. 01, 2023, SAGE Publications Ltd. doi: 10.1177/14550725231157503.

Y. Anggriani, H. U. Ramadaniati, P. Sarnianto, J. Pontoan, and S. Suryawati, “The Impact of Pharmaceutical Policies on Medicine Procurement Pricing in Indonesia Under the Implementation of Indonesia’s Social Health Insurance System,” Value Health Reg Issues, vol. 21, pp. 1–8, May 2020, doi: 10.1016/j.vhri.2019.05.005.

Y. Liu, C. M. Eckert, and C. Earl, “A review of fuzzy AHP methods for decision-making with subjective judgements,” Dec. 15, 2020, Elsevier Ltd. doi: 10.1016/j.eswa.2020.113738.

M. Ghram and H. Moalla Frikhahela, “ARAS-H: A ranking-based decision aiding method for hierarchically structured criteria,” RAIRO - Operations Research, vol. 55, no. 3, pp. 2035–2054, May 2021, doi: 10.1051/ro/2021083.

P. Karczmarek, W. Pedrycz, and A. Kiersztyn, “Fuzzy Analytic Hierarchy Process in a Graphical Approach,” Group Decis Negot, vol. 30, no. 2, pp. 463–481, Apr. 2021, doi: 10.1007/s10726-020-09719-6.

S. Pant, A. Kumar, M. Ram, Y. Klochkov, and H. K. Sharma, “Consistency Indices in Analytic Hierarchy Process: A Review,” Apr. 01, 2022, MDPI. doi: 10.3390/math10081206.

M. A. Benzaghta, A. Elwalda, M. Mousa, I. Erkan, and M. Rahman, “SWOT analysis applications: An integrative literature review,” Journal of Global Business Insights, vol. 6, no. 1, pp. 55–73, Mar. 2021, doi: 10.5038/2640-6489.6.1.1148.

L. QINGSEN and L. ARTEMENKO, “Aproaches to Forming the Company’s Strategic Goals,” Scientific Bulletin of the National Academy of Statistics, Accounting and Audit, no. 1–2, pp. 29–35, Jan. 2022, doi: 10.31767/nasoa.1-2-2021.04.

S. Shiwakoti and S. Regmi, “Strategic Analysis Of The Nepal Electricity Authority: A Swot-Ahp Analysis Based On Stakeholders’ Perceptions,” International Journal of the Analytic Hierarchy Process, vol. 14, no. 1, pp. 1–31, 2022, doi: 10.13033/ijahp.v14i1.944.

W. Sanchia Grafita Ryana Devi, D. Rara Pringgandinie, H. Yulina, and D. Hadiansah, “SWOT Analysis As A Competitive Strategy At Primkop Kartika Ardagusema Cimahi City, West Java, Indonesia.” [Online]. Available: http://ijstm.inarah.co.id

M. Plaček, F. Ochrana, M. Schmidt, J. Nemec, and M. Půček, “The factors causing delays in public procurement: the Czech Republic versus the UK,” Public Money and Management, vol. 40, no. 2, pp. 131–139, Feb. 2020, doi: 10.1080/09540962.2019.1651034.

T. Krenicky, L. Hrebenyk, and V. Chernobrovchenko, “Application of Concepts of the Analytic Hierarchy Process in Decision-Making,” Management Systems in Production Engineering, vol. 30, no. 4, pp. 304–310, Dec. 2022, doi: 10.2478/mspe-2022-0039.

Edi Kalsid and Henri Septanto, “Rancang Bangun Aplikasi E-Document Sebagai Media Pendistribusian Purchase Order Dan Berbasis Web Pada Pt. Irc Inoacpenyimpanan Data Digital,” Jurnal Informatika Dan Tekonologi Komputer (JITEK), vol. 3, no. 2, pp. 146–154, Jul. 2023, doi: 10.55606/jitek.v3i2.1844.

X. Zhou, Y. Hu, Y. Deng, F. T. S. Chan, and A. Ishizaka, “A DEMATEL-based completion method for incomplete pairwise comparison matrix in AHP,” Ann Oper Res, vol. 271, no. 2, pp. 1045–1066, Dec. 2018, doi: 10.1007/s10479-018-2769-3.

H. Zhang, X. Chen, Y. Dong, W. Xu, and S. Wang, “Analyzing Saaty’s consistency test in pairwise comparison method: a perspective based on linguistic and numerical scale,” Soft comput, vol. 22, no. 6, pp. 1933–1943, Mar. 2018, doi: 10.1007/s00500-016-2454-x.

P. Biasetti and B. de Mori, “The Ethical Matrix as a Tool for Decision-Making Process in Conservation,” Front Environ Sci, vol. 9, Apr. 2021, doi: 10.3389/fenvs.2021.584636.

Y. He and H. Jung, “A voting TOPSIS approach for determining the priorities of areas damaged in disasters,” Sustainability (Switzerland), vol. 10, no. 5, May 2018, doi: 10.3390/su10051607.

E. Canhasi-Kasemi and L. Vardari, “Comparison Of Two Different Judgment Scales With The Ahp: Gsm Operator Preference Of University Students,” International Journal of the Analytic Hierarchy Process, vol. 14, no. 3, 2022, doi: 10.13033/ijahp.v14i3.970.

Thomas L Saaty, Decision Making For Leaders. 1980.

T. W. Wisjhnuadji and A. Narendro, Pemanfaatan Super Decisions Dalam Pengambilan Keputusan Dalam Memilih Pemasok Terbaik Generator Listrik.

Amir Ma’ruf, Analisis Strategi Panduan Praktis SWOT,GE-MCKINESY,SPACE,FFA,QSPM, AHP Menggunakan Microsoft Excel, 1st ed., vol. 1. Yogyakarta: CV ANDI OFFSET, 2022.

S. Binder-Tietz, C. P. Hoffmann, and J. Reinholz, “Integrated financial communication: Insights on the coordination and integration among investor relations and public relations departments of listed corporations in Germany, Austria and Switzerland,” Public Relat Rev, vol. 47, no. 4, Nov. 2021, doi: 10.1016/j.pubrev.2021.102075.

J. W. Edbert and A. Kristian Pakpahan, “Pengaruh Kepercayaan, Komitmen dan Integrasi Rantai Pasokan terhadap Kinerja Operasional pada Perusahaan Makanan di Jakarta,” Jurnal Pendidikan Tambusai , 2023.

M. Nanda, P. Fahrezi, and T. Dewayanto, “Peningkatan Kinerja Perusahaan Melalui Implementasi Sistem Enterprise Resource Planning Dan Supply Chain Management-A Systematic Literature Review,” Diponegoro Journal Of Accounting, vol. 13, no. 1, pp. 1–14, 2024, [Online]. Available: http://ejournal-s1.undip.ac.id/index.php/accounting

DOI: https://doi.org/10.24853/jurtek.17.1.41-52