Pub Date : 2021-05-19DOI: 10.13033/IJAHP.V13I1.802
C. Garuti
This paper has two main objectives. The first objective is to provide a mathematically grounded technique to construct local and global thresholds using the well-known rate of change method. The next objective, which is secondary, is to show the relevance and possibilities of applying the AHP/ANP in absolute measurement (AM) compared to the relative measurement (RM) mode, which is currently widely used in the AHP/ANP community. The ability to construct a global threshold would help increase the use of AHP/ANP in the AM mode (rating mode) in the AHP/ANP community. Therefore, if the first specific objective is achieved, it would facilitate reaching the second, more general objective. For this purpose, a real-life example based on the construction of a multi-criteria index and threshold will be described. The index measures the degree of lag of a neighborhood through the Urban and Social Deterioration Index (USDI) based on an AHP risks model. The global threshold represents the tolerable lag value for the specific neighborhood. The difference or gap between the neighborhood’s current status (actual USDI value) and this threshold represents the level of neighborhood deterioration that must be addressed to close the gap from a social and urban standpoint. The global threshold value is a composition of 45 terminal criteria with their own local threshold that must be evaluated for the specific neighborhood. This example is the most recent in a large list of AHP applications in AM mode in vastly different decision making fields, such as risk disaster assessment, environmental assessment, the problem of medical diagnoses, social responsibility problems, BOCR analysis for the evolution of nuclear energy in Chile in the next 20 years and many others. (See list of projects in Appendix).
{"title":"HOW TO OBTAIN A GLOBAL REFERENCE THRESHOLD IN AHP/ANP","authors":"C. Garuti","doi":"10.13033/IJAHP.V13I1.802","DOIUrl":"https://doi.org/10.13033/IJAHP.V13I1.802","url":null,"abstract":"This paper has two main objectives. The first objective is to provide a mathematically grounded technique to construct local and global thresholds using the well-known rate of change method. The next objective, which is secondary, is to show the relevance and possibilities of applying the AHP/ANP in absolute measurement (AM) compared to the relative measurement (RM) mode, which is currently widely used in the AHP/ANP community. The ability to construct a global threshold would help increase the use of AHP/ANP in the AM mode (rating mode) in the AHP/ANP community. Therefore, if the first specific objective is achieved, it would facilitate reaching the second, more general objective.\u0000 \u0000For this purpose, a real-life example based on the construction of a multi-criteria index and threshold will be described. The index measures the degree of lag of a neighborhood through the Urban and Social Deterioration Index (USDI) based on an AHP risks model. The global threshold represents the tolerable lag value for the specific neighborhood. The difference or gap between the neighborhood’s current status (actual USDI value) and this threshold represents the level of neighborhood deterioration that must be addressed to close the gap from a social and urban standpoint. The global threshold value is a composition of 45 terminal criteria with their own local threshold that must be evaluated for the specific neighborhood. This example is the most recent in a large list of AHP applications in AM mode in vastly different decision making fields, such as risk disaster assessment, environmental assessment, the problem of medical diagnoses, social responsibility problems, BOCR analysis for the evolution of nuclear energy in Chile in the next 20 years and many others. (See list of projects in Appendix).","PeriodicalId":37297,"journal":{"name":"International Journal of the Analytic Hierarchy Process","volume":"122 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-05-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"67068826","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2021-05-19DOI: 10.13033/IJAHP.V13I1.869
Enrique Mu
Welcome to the first IJAHP issue of 2021! Needless to say, this past year has been particularly challenging for everybody all over the world due to the pandemic...
{"title":"AHP/ANP and World Connections","authors":"Enrique Mu","doi":"10.13033/IJAHP.V13I1.869","DOIUrl":"https://doi.org/10.13033/IJAHP.V13I1.869","url":null,"abstract":"Welcome to the first IJAHP issue of 2021! Needless to say, this past year has been particularly challenging for everybody all over the world due to the pandemic...","PeriodicalId":37297,"journal":{"name":"International Journal of the Analytic Hierarchy Process","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-05-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49387604","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2021-05-19DOI: 10.13033/IJAHP.V13I1.825
Mustika Sari, W. Mohamed, Siti Ayu Jalil
T This research aims to develop a model for the implementation of electric ground support equipment (E-GSE) in Indonesia. It employed the qualitative and quantitative method. Data were collected through interviews with airport stakeholders including ground handling, airline and airport experts. The data analysis used the Analytical Network Process (ANP) with Super Decisions software tools. The ANP is a mathematical theory that can be used to analyze the influence of approaches and assumptions used to solve related problems. The key stakeholders from the airlines, ground handling, and airport authority agreed that the critical criteria to implement electric ground support equipment (E-GSE) are emissions standards, pollution sources, limit value, employee exposure, and stationary measurements. The alternative solutions are regulation, company finance, and infrastructure. Those criteria and alternative solutions are in line with the Indonesian government’s regulation, supported by provision of the governor, concerning vehicle tax incentives for electric battery vehicles to support ground handling companies investment in electric ground support equipment (E-GSE) to reduce emissions in airports.
{"title":"CONCEPTUAL MODEL FOR THE IMPLEMENTATION OF ELECTRIC GROUND SUPPORT EQUIPMENT IN GROUND HANDLING ACTIVITY IN INDONESIA","authors":"Mustika Sari, W. Mohamed, Siti Ayu Jalil","doi":"10.13033/IJAHP.V13I1.825","DOIUrl":"https://doi.org/10.13033/IJAHP.V13I1.825","url":null,"abstract":"T This research aims to develop a model for the implementation of electric ground support equipment (E-GSE) in Indonesia. It employed the qualitative and quantitative method. Data were collected through interviews with airport stakeholders including ground handling, airline and airport experts. The data analysis used the Analytical Network Process (ANP) with Super Decisions software tools. The ANP is a mathematical theory that can be used to analyze the influence of approaches and assumptions used to solve related problems. The key stakeholders from the airlines, ground handling, and airport authority agreed that the critical criteria to implement electric ground support equipment (E-GSE) are emissions standards, pollution sources, limit value, employee exposure, and stationary measurements. The alternative solutions are regulation, company finance, and infrastructure. Those criteria and alternative solutions are in line with the Indonesian government’s regulation, supported by provision of the governor, concerning vehicle tax incentives for electric battery vehicles to support ground handling companies investment in electric ground support equipment (E-GSE) to reduce emissions in airports.","PeriodicalId":37297,"journal":{"name":"International Journal of the Analytic Hierarchy Process","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-05-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"44140805","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2021-05-19DOI: 10.13033/IJAHP.V13I1.766
R. Jassemi-Zargani, Caelum Kamps
The purpose of this work is to propose a method of algorithmic decision making that builds on the Analytical Hierarchy Process by applying reinforcement learning. Decision making in dynamic environments requires adaptability as new information becomes available. The Analytical Hierarchy Process (AHP) provides a method for comparative decision making but is insufficient to handle information that becomes available over time. Using the opinions of one or many subject matter experts and the AHP, the relative importance of evidence can be quantified. However, the ability to explicitly measure the interdependencies is more challenging. The interdependency between the different evidence can be exploited to improve the model accuracy, particularly when information is missing or uncertain. To establish this ability within a decision-making tool, the AHP method can be optimized through a stochastic gradient descent algorithm. To illustrate the effectiveness of the proposed method, an experiment was conducted on air target threat classification in time series developing scenarios.
{"title":"DECISION MAKING IN DYNAMIC ENVIRONMENTS AN APPLICATION OF MACHINE LEARNING TO THE ANALYTICAL HIERARCHY PROCESS","authors":"R. Jassemi-Zargani, Caelum Kamps","doi":"10.13033/IJAHP.V13I1.766","DOIUrl":"https://doi.org/10.13033/IJAHP.V13I1.766","url":null,"abstract":"The purpose of this work is to propose a method of algorithmic decision making that builds on the Analytical Hierarchy Process by applying reinforcement learning. Decision making in dynamic environments requires adaptability as new information becomes available. The Analytical Hierarchy Process (AHP) provides a method for comparative decision making but is insufficient to handle information that becomes available over time. Using the opinions of one or many subject matter experts and the AHP, the relative importance of evidence can be quantified. However, the ability to explicitly measure the interdependencies is more challenging. The interdependency between the different evidence can be exploited to improve the model accuracy, particularly when information is missing or uncertain. To establish this ability within a decision-making tool, the AHP method can be optimized through a stochastic gradient descent algorithm. To illustrate the effectiveness of the proposed method, an experiment was conducted on air target threat classification in time series developing scenarios.","PeriodicalId":37297,"journal":{"name":"International Journal of the Analytic Hierarchy Process","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-05-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"48546986","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2021-05-19DOI: 10.13033/IJAHP.V13I1.833
M. Santos, Igor Pinheiro de Araújo Costa, C. F. Gomes
The budgetary constraints for the Brazilian Navy (BN) have caused several negative effects, resulting in an undersized fleet, decreasing the capacity to protect marine oil and natural gas fields, combat marine pollution from ships, and monitor other illegal activities at sea and inland waters. This paper aims to choose a medium-sized warship to be built by the BN, through the application of the Analytic Hierarchy Process (AHP) method. After a bibliometric study on Multiple-Criteria Decision-Making (MCDM), the AHP was chosen as the most appropriate method for the proposed case study. We analyzed three ship projects with regard to nine operational and economic criteria, taking into account the evaluations of BN officers with recognized experience and knowledge in military operations. We also introduced a sensitivity analysis based on the relationship between standard deviation and mean scores in order to verify and increase the reliability of the ranking. As a result, the methodology suggested that the best option is to build a brand-new ship with more significant modernizations to provide for the operational needs of the BN.
{"title":"MULTICRITERIA DECISION-MAKING IN THE SELECTION OF WARSHIPS: A NEW APPROACH TO THE AHP METHOD","authors":"M. Santos, Igor Pinheiro de Araújo Costa, C. F. Gomes","doi":"10.13033/IJAHP.V13I1.833","DOIUrl":"https://doi.org/10.13033/IJAHP.V13I1.833","url":null,"abstract":"The budgetary constraints for the Brazilian Navy (BN) have caused several negative effects, resulting in an undersized fleet, decreasing the capacity to protect marine oil and natural gas fields, combat marine pollution from ships, and monitor other illegal activities at sea and inland waters. This paper aims to choose a medium-sized warship to be built by the BN, through the application of the Analytic Hierarchy Process (AHP) method. After a bibliometric study on Multiple-Criteria Decision-Making (MCDM), the AHP was chosen as the most appropriate method for the proposed case study. We analyzed three ship projects with regard to nine operational and economic criteria, taking into account the evaluations of BN officers with recognized experience and knowledge in military operations. We also introduced a sensitivity analysis based on the relationship between standard deviation and mean scores in order to verify and increase the reliability of the ranking. As a result, the methodology suggested that the best option is to build a brand-new ship with more significant modernizations to provide for the operational needs of the BN.","PeriodicalId":37297,"journal":{"name":"International Journal of the Analytic Hierarchy Process","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-05-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"45650572","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2021-05-19DOI: 10.13033/IJAHP.V13I1.851
Periaiah Nagendran
The mining industry plays an important role in the economic development of Malaysia. However, uncontrolled mining activities have caused serious environmental impacts. Recently, bauxite mining in Kuantan, in the state of Pahang, stained fifteen kilometers of Pahang’s coastline with red arsenic particles and heavy metal pollution washed from open-pit bauxite mines into the nearby sea. This has caused potentially catastrophic damages to the ecosystem off the coast of Pahang. This triggered the Government of Malaysia to issue a temporary ban on bauxite mining while the state government engaged in expensive clean-up. Mining activities require an Environmental Impact Assessment (EIA). Environmental decisions are complex and multidisciplinary including knowledge bases which incorporate natural, physical, and social sciences, politics, and ethics. This research proposes a decision support framework that uses the Analytic Network Process (ANP) to help decision makers in EIA pertaining to the bauxite mining industry.
{"title":"DECISION SUPPORT FOR ENVIRONMENTAL IMPACT ASSESSMENT FOR MALAYSIAN BAUXITE MINING INDUSTRY USING ANALYTIC NETWORK PROCESS","authors":"Periaiah Nagendran","doi":"10.13033/IJAHP.V13I1.851","DOIUrl":"https://doi.org/10.13033/IJAHP.V13I1.851","url":null,"abstract":"The mining industry plays an important role in the economic development of Malaysia. However, uncontrolled mining activities have caused serious environmental impacts. Recently, bauxite mining in Kuantan, in the state of Pahang, stained fifteen kilometers of Pahang’s coastline with red arsenic particles and heavy metal pollution washed from open-pit bauxite mines into the nearby sea. This has caused potentially catastrophic damages to the ecosystem off the coast of Pahang. This triggered the Government of Malaysia to issue a temporary ban on bauxite mining while the state government engaged in expensive clean-up. Mining activities require an Environmental Impact Assessment (EIA). Environmental decisions are complex and multidisciplinary including knowledge bases which incorporate natural, physical, and social sciences, politics, and ethics. This research proposes a decision support framework that uses the Analytic Network Process (ANP) to help decision makers in EIA pertaining to the bauxite mining industry.","PeriodicalId":37297,"journal":{"name":"International Journal of the Analytic Hierarchy Process","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-05-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"43728819","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2021-05-19DOI: 10.13033/IJAHP.V13I1.824
M. Jihadi, Elok Vilantika, Fatmawati Sholichah, Z. Arifin
This study aims to determine the performance of Islamic commercial banks in Indonesia using the following assessment criteria: capital, asset quality, efficiency, liquidity, Sharia Conformity & Profitability (SCnP), and the Maqasid Index. The sample includes the five best Sharia banks in Indonesia. All the data are obtained based on the annual reports of each bank taken from the bank's websites in 2019. Data were analyzed using the Analytical Hierarchy Process (AHP) method. This tool helps make decisions from several alternative choices of sharia bank institutions. The results show that Bank Muamalat Indonesia, Bank Syariah Mandiri, and BRI Syariah are the three best performing Sharia banks in 2019.
{"title":"BEST SHARIA BANK IN INDONESIA: AN ANALYTICAL HIERARCHY PROCESS (AHP) APPROACH","authors":"M. Jihadi, Elok Vilantika, Fatmawati Sholichah, Z. Arifin","doi":"10.13033/IJAHP.V13I1.824","DOIUrl":"https://doi.org/10.13033/IJAHP.V13I1.824","url":null,"abstract":"This study aims to determine the performance of Islamic commercial banks in Indonesia using the following assessment criteria: capital, asset quality, efficiency, liquidity, Sharia Conformity & Profitability (SCnP), and the Maqasid Index. The sample includes the five best Sharia banks in Indonesia. All the data are obtained based on the annual reports of each bank taken from the bank's websites in 2019. Data were analyzed using the Analytical Hierarchy Process (AHP) method. This tool helps make decisions from several alternative choices of sharia bank institutions. The results show that Bank Muamalat Indonesia, Bank Syariah Mandiri, and BRI Syariah are the three best performing Sharia banks in 2019.","PeriodicalId":37297,"journal":{"name":"International Journal of the Analytic Hierarchy Process","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-05-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"44295901","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2021-05-19DOI: 10.13033/IJAHP.V13I1.831
Yahya Hanine, M. Tkiouat, Younes Lahrichi
The purpose of this article is to propose an alternative approach for portfolio optimization combining financial and ethical constraints in one hand, and objective and subjective investor’s preferences in the other hand. This approach intends to support investors in selecting and optimizing financial and social portfolio’s performances. More precisely, we introduce analytic hierarchy process (AHP) to measure the ethical performance (EP) score of each asset considering ethical criteria. For its part, fuzzy multiple criteria decision making (FMCDM) is used to determine the overall financial quality score of assets with respect to key financial criteria i.e., short term return, long term return, and risk. Besides, interactive fuzzy programming approach is applied to support the investor’s decision, considering its subjective preferences. The robustness of our approach is tested through an empirical study involving the case of the Casablanca Stock Exchange (CSE). The results give evidence that the Socially Responsible (SR) Portfolio have performed similar to the conventional one, as no significant differences were found in term of return. However, the SR portfolio allows the investor to achieve his ethical goal, against a slight financial sacrifice.
{"title":"AN ALTERNATIVE FRAMEWORK FOR SOCIALLY RESPONSIBLE PORTFOLIOS OPTIMIZATION APPLIED TO THE MOROCCAN STOCK EXCHANGE","authors":"Yahya Hanine, M. Tkiouat, Younes Lahrichi","doi":"10.13033/IJAHP.V13I1.831","DOIUrl":"https://doi.org/10.13033/IJAHP.V13I1.831","url":null,"abstract":"The purpose of this article is to propose an alternative approach for portfolio optimization combining financial and ethical constraints in one hand, and objective and subjective investor’s preferences in the other hand. This approach intends to support investors in selecting and optimizing financial and social portfolio’s performances. More precisely, we introduce analytic hierarchy process (AHP) to measure the ethical performance (EP) score of each asset considering ethical criteria. For its part, fuzzy multiple criteria decision making (FMCDM) is used to determine the overall financial quality score of assets with respect to key financial criteria i.e., short term return, long term return, and risk. Besides, interactive fuzzy programming approach is applied to support the investor’s decision, considering its subjective preferences. The robustness of our approach is tested through an empirical study involving the case of the Casablanca Stock Exchange (CSE). The results give evidence that the Socially Responsible (SR) Portfolio have performed similar to the conventional one, as no significant differences were found in term of return. However, the SR portfolio allows the investor to achieve his ethical goal, against a slight financial sacrifice.","PeriodicalId":37297,"journal":{"name":"International Journal of the Analytic Hierarchy Process","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-05-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"46020844","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2020-12-23DOI: 10.13033/ijahp.v12i3.822
Amin Ullah Khan, Y. Ali
This research aims to analyze a literature review of publications that have incorporated the Analytical Hierarchy Process (AHP) and Analytic Network Process (ANP) methods. The AHP and ANP methods have contributed to decision-making in complex situations in recent years and possess widespread applications. Such applications are spread over the years with publications in various major areas such as engineering/technology/applied sciences, social sciences, health sciences, and environmental studies. These two methods provide multiple solutions to researchers in these fields, which is why they are being considered in the current study. For this purpose, data was collected from 920 research papers after a vigorous literature review using different search engines. This paper aims to classify the publications on AHP and ANP methods from the years 2000 to 2019 to identify recognized journals based on their indexes. Furthermore, another objective of this study is to compare total publications by year, publications by field by year, and lastly, observe the distribution by country of the studies. This paper concludes that the highest number of publications are from Turkey, and the highest number of publications used AHP method applications in every category. Most of the publications belonged to the technical fields, followed by social sciences. The study concluded that the AHP method is more widely preferred by researchers in almost every field and application because it tends to produce more accurate results than the ANP.
{"title":"ANALYTICAL HIERARCHY PROCESS (AHP) AND ANALYTIC NETWORK PROCESS METHODS AND THEIR APPLICATIONS: A TWENTY YEAR REVIEW FROM 2000-2019","authors":"Amin Ullah Khan, Y. Ali","doi":"10.13033/ijahp.v12i3.822","DOIUrl":"https://doi.org/10.13033/ijahp.v12i3.822","url":null,"abstract":"This research aims to analyze a literature review of publications that have incorporated the Analytical Hierarchy Process (AHP) and Analytic Network Process (ANP) methods. The AHP and ANP methods have contributed to decision-making in complex situations in recent years and possess widespread applications. Such applications are spread over the years with publications in various major areas such as engineering/technology/applied sciences, social sciences, health sciences, and environmental studies. These two methods provide multiple solutions to researchers in these fields, which is why they are being considered in the current study. For this purpose, data was collected from 920 research papers after a vigorous literature review using different search engines. This paper aims to classify the publications on AHP and ANP methods from the years 2000 to 2019 to identify recognized journals based on their indexes. Furthermore, another objective of this study is to compare total publications by year, publications by field by year, and lastly, observe the distribution by country of the studies. This paper concludes that the highest number of publications are from Turkey, and the highest number of publications used AHP method applications in every category. Most of the publications belonged to the technical fields, followed by social sciences. The study concluded that the AHP method is more widely preferred by researchers in almost every field and application because it tends to produce more accurate results than the ANP.","PeriodicalId":37297,"journal":{"name":"International Journal of the Analytic Hierarchy Process","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2020-12-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"48034076","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2020-12-23DOI: 10.13033/ijahp.v12i3.819
J. Raco, Johanis Ohoitimur, J. Krejci, Y. Raton, R. Rottie, D. Paseru, Octavianus Muaja, Ronald Rachmadi
Higher education places a great emphasis on research. In order to remain competitive, Catholic universities also place a great focus on research. The quality and quantity of lecturer research is one of the determining factors in the ranking of a tertiary institution. An evaluation of lecturer research productivity requires an instrument to measure lecturer research activities and understand determinants. Lecturer productivity involves many complex factors that are both objective and subjective, and is considered part of multi-criteria decision making. This study uses the AHP approach to determine the weights of the criteria and sub-criteria and their dominant factors. This method is used to evaluate the productivity of lecturers at Unika De La Salle Manado and has implications and applications for all universities.
{"title":"THE DOMINANT FACTORS OF LECTURER'S RESEARCH PRODUCTIVITY USING AHP: CASE STUDY OF CATHOLIC UNIVERSITY OF DE LA SALLE MANADO-INDONESIA","authors":"J. Raco, Johanis Ohoitimur, J. Krejci, Y. Raton, R. Rottie, D. Paseru, Octavianus Muaja, Ronald Rachmadi","doi":"10.13033/ijahp.v12i3.819","DOIUrl":"https://doi.org/10.13033/ijahp.v12i3.819","url":null,"abstract":"Higher education places a great emphasis on research. In order to remain competitive, Catholic universities also place a great focus on research. The quality and quantity of lecturer research is one of the determining factors in the ranking of a tertiary institution. An evaluation of lecturer research productivity requires an instrument to measure lecturer research activities and understand determinants. Lecturer productivity involves many complex factors that are both objective and subjective, and is considered part of multi-criteria decision making. This study uses the AHP approach to determine the weights of the criteria and sub-criteria and their dominant factors. This method is used to evaluate the productivity of lecturers at Unika De La Salle Manado and has implications and applications for all universities.","PeriodicalId":37297,"journal":{"name":"International Journal of the Analytic Hierarchy Process","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2020-12-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"42776857","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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