Implementation of SAW and AHP in Decision-Making Models for Credit Provision in Cooperatives

The research aims to overcome the difficulties in selecting the best members of the Al-Amin Independent Corporation, focusing on the challenges faced in determining the best members in the process of giving credit and payments on time. However, many members fail to meet their obligations or fail to pay their contributions smoothly, leading to credit freezes and decreased cooperative income. The cause of a member's failure to pay quotas has not been identified by the current candidate admission selection system. The methods used are Simple Additive Weighting (SAW) and Analytical Hierarchy Process (AHP) applied in the Decision Support System (DSS) model. The results of the research showed the effectiveness of the SAW method in identifying the best and optimal alternative with the highest value on V2 of 4. The AHP method has successfully determined the priority weight and the level of importance for member selection criteria including Activity (0.50), Savings (0.13), Guarantee (0.09), Loan (0.10), Disbursement (0.10), Time Period (0.07). The research provides insight to decision-makers in cooperatives makes important contributions, especially in the granting of credit, and affirms the importance of objective methods in the selection of members.

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Publication Details

Journal
CogITo Smart Journal
Published
2024-12-31
DOI
https://doi.org/10.31154/cogito.v10i2.662.418-432
Primary Topic
Technology Adoption and User Behaviour
Type
article
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article

Implementation of SAW and AHP in Decision-Making Models for Credit Provision in Cooperatives

Gandung Triyono, Rojakul Rojakul, Sumardianto Sumardianto
CogITo Smart Journal
Technology Adoption and User Behaviour
article

Implementation of SAW and AHP in Decision-Making Models for Credit Provision in Cooperatives

Gandung Triyono, Rojakul Rojakul, Sumardianto Sumardianto
article en

Abstract

The research aims to overcome the difficulties in selecting the best members of the Al-Amin Independent Corporation, focusing on the challenges faced in determining the best members in the process of giving credit and payments on time. However, many members fail to meet their obligations or fail to pay their contributions smoothly, leading to credit freezes and decreased cooperative income. The cause of a member's failure to pay quotas has not been identified by the current candidate admission selection system. The methods used are Simple Additive Weighting (SAW) and Analytical Hierarchy Process (AHP) applied in the Decision Support System (DSS) model. The results of the research showed the effectiveness of the SAW method in identifying the best and optimal alternative with the highest value on V2 of 4. The AHP method has successfully determined the priority weight and the level of importance for member selection criteria including Activity (0.50), Savings (0.13), Guarantee (0.09), Loan (0.10), Disbursement (0.10), Time Period (0.07). The research provides insight to decision-makers in cooperatives makes important contributions, especially in the granting of credit, and affirms the importance of objective methods in the selection of members.

CogITo Smart JournalVol. 10(2)
Universitas Budi Luhur (ID)
Openalex Percentile: Top 68%
Technology Adoption and User Behaviour
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Implementation of SAW and AHP in Decision-Making Models for Credit Provision in Cooperatives — Gandung Triyono, Rojakul Rojakul, et al. · CogITo Smart Journal (2024) | TGRS Research Map | TGRS