1. The technical efficiency of Tunisian ports : comparing data envelopment analysis and stochastic frontier analysis scoresRabeb Kammoun, 2018, izvirni znanstveni članek Opis: Maritime transportation for Tunisia plays an important role in trade exchange with other countries. Therefore, the objective of this paper is to measure the efficiency scores of 7 seaports in Tunisia by applying the Stochastic Frontier Analysis (SFA) with Cobb-Douglas production function and Data envelopment analysis (DEA) with CCR and BCC models. The annual data collected cover the 2007-2017 period for each port. Thus, the sample size for the analysis comprises a total of 77 observations. The empirical result shows that the total average scores of operating efficiency scores were DEA-BCC (0.746)>SFACD (0.536)>DEA-CCR (0.334) from 2007 to 2017. Given these results, the port of Gabes can be considered as the best efficient port in the 3 models (DEA-BCC, DEACCR and SFA-CD). Ključne besede: efficiency, data envelopment analysis (DEA), stochastic frontier analysis (SFA), Tunisian seaports Objavljeno v DKUM: 22.08.2024; Ogledov: 44; Prenosov: 4 Celotno besedilo (554,85 KB) Gradivo ima več datotek! Več... |
2. Applying integrated data envelopment analysis and analytic hierarchy process to measuring the efficiency of tourist farms : The Case of SloveniaBoris Prevolšek, Maja Borlinič Gačnik, Črtomir Rozman, 2023, izvirni znanstveni članek Opis: This paper examines the efficiency of tourist farms in Slovenia by adopting an approach using a framework of non-parametric programming—Data Envelopment Analysis (DEA) and Analytic Hierarchy Process (AHP), combining the two because the DEA analysis by itself does not take into account all attributes, especially qualitative ones. The beforementioned two methods rank the farm tourism units with respect to their efficiency. By using the DEA method, an input- and output-oriented BCC and CCR model were introduced to upgrade the criteria by including the additional non-numerical criteria of the AHP. The results of the models showed that there are possible improvements on all levels of efficiency, as well as on the criteria of the additional offer of tourist farms, which were analyzed in the AHP model with additional criteria. According to the estimated efficiency, the ranking of tourist farms differed according to the two methods. Within the group of farms assessed as efficient by DEA, the AHP model allowed a more accurate ranking. Ključne besede: farm tourism, tourist farms, efficiency, data envelopment analysis (DEA), analytic hierarchy process (AHP), Slovenia Objavljeno v DKUM: 09.04.2024; Ogledov: 281; Prenosov: 19 Celotno besedilo (1,06 MB) Gradivo ima več datotek! Več... |
3. The impact of COVID-19 on bank efficiency in the Western Balkans : a DEA approachKaterina Fotova Čiković, Violeta Cvetkoska, Damira Keček, 2023, izvirni znanstveni članek Opis: This paper aims to assess and compare the relative efficiency of commercial
banks in six Western Balkan developing countries (North Macedonia, Serbia,
Montenegro, Bosnia and Herzegovina (B&H), Kosovo1, and Albania), using the
leading nonparametric methodology Data Envelopment Analysis (DEA) for the
period 2016-2020, and investigating the impact of the COVID-19 pandemics
on the performance of banking systems in these countries. The outputoriented
DEA model has been implemented with interest expenses and noninterest
expenses as inputs and interest revenue and non-interest revenue
as outputs. Our findings show that the average efficiency of the six Western
Balkan banking systems differs, and Kosovo’s banking system has noted the
highest average efficiency in the whole observed period (2016–2020). In
contrast, the banking system in Bosnia and Herzegovina noted the lowest
average efficiency. The COVID-19 pandemic decreased the relative efficiency
of the banking sectors in all six of the Western Balkan countries observed,
except Kosovo. However, additional research that includes all pandemic
years is recommended to assess the impact of the COVID-19 pandemic on
the banking systems in the Western Balkans. This study provides invaluable
insights for academic members, banking management and regulatory bodies,
governments, and the interested public. It is the first empirical study that
includes a glimpse of the first impact of the COVID-19 pandemic on banking
systems in the developing countries of the Western Balkans. Ključne besede: banking sector, data envelopment analysis, COVID-19, Western Balkans Objavljeno v DKUM: 05.09.2023; Ogledov: 262; Prenosov: 7 Povezava na datoteko |
4. Vpliv nizkocenovnih letalskih prevoznikov na ekonomske kazalnike regij severnega jadranaMarin Kajba, 2019, magistrsko delo/naloga Opis: Magistrska naloga proučuje vpliv nizkocenovnih prevoznikov na ekonomske kazalnike regij severnega jadrana. Raziskavo smo opravili na podatkih 12 letališč v Sloveniji, Hrvaški in Italiji. Raziskava je doprinos k znanosti, saj v literaturi nismo zasledili tovrstne raziskave na tem geografskem področju. Tuji avtorji navajajo, da se je s prihodom nizkocenovnih letalskih prevoznikov v odročne kraje spremenil socialno-ekonomski status v regijah. Da bi analizirali vpliv v naši okolici, smo z DEA analizo izračunali tri različne učinkovitosti izbranih letališč (učinkovitost glede števila potnikov, tehnična učinkovitost in splošna učinkovitost). Izračunani so nam pomagali v nadaljevanju, ko smo preverili, kako letališča vplivajo na svojo okolico. Poiskali smo njihove vrednosti korelacije z bruto domačim proizvodom in številom nočitev v regijah. Ugotovili smo, da je večina italijanskih letališč 100% učinkovita v vseh letih, ki smo jih analizirali, učinkovitost ostalih pa narašča skozi leta. Izstopa le domače letališče Jožeta Pučnika, ki mu splošna učinkovitost pada. Rezultati, ki so predstavljeni na koncu dela lahko letališčem pomagajo pri načrtovanju nadaljnjega dela. Ključne besede: nizkocenovni letalski prevozniki, Data Envelopment Analysis (DEA), učinkovitost, letališča Objavljeno v DKUM: 11.06.2019; Ogledov: 1509; Prenosov: 97 Celotno besedilo (3,02 MB) |
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6. Vpliv nizkocenovnih letalskih prevoznikov na učinkovitost letališčKlemen Grobin, 2015, diplomsko delo/naloga Opis: Nizkocenovni letalski prevozniki so hitro rastoča panoga letalskega prometa, ki je na novo definirala način potovanja na želene destinacije. Raziskave na področju vpliva nizkocenovnih prevoznikov na konkurenco so zelo pogoste, na področju vpliva na učinkovitost letališča pa je opazen primanjkljaj strokovne literature. V diplomskem delu bomo s pomočjo uporabe metode DEA za izračun učinkovitosti in s pomočjo uporabe linearne regresije za določanje vplivov poizkusili odgovoriti na vprašanje o vplivu nizkocenovnih prevoznikov na učinkovitost letališč. Vzorec dvanajstih letališč bo omejen na Jadransko regijo, uporabljeni pa bodo različni modeli DEA in različna časovna obdobja za natančnejšo določitev obnašanja zaradi pojava gospodarske krize. Rezultati kažejo na močan vpliv nizkocenovnih prevoznikov na učinkovitost letališč, vpliv pa je močno odvisen od nekaterih infrastrukturnih dejavnikov na letališču. Ključne besede: nizkocenovni letalski prevozniki, Data Envelopment Analysis (DEA), učinkovitost, letališča Objavljeno v DKUM: 24.09.2015; Ogledov: 1669; Prenosov: 154 Celotno besedilo (1,59 MB) |
7. Merjenje učinkovitosti kontejnerskih pristanišč z metodo DEAMihael Završki, 2013, magistrsko delo Opis: Pristanišča Koper, Rijeka, Trst, Benetke in Ploče imajo pomembno vlogo v mednarodni trgovini, saj je njihov geografski položaj idealen za nadaljnjo distribucijo blaga proti državam Srednje Evrope. Pri tem je delovanje kontejnerskih pristanišč na svetovnem trgu, možno predstaviti z mero učinkovitosti.
V magistrskem delu z uporabo metode DEA (ang. Data Envelopment Analysis, sl. analiza ovojnice podatkov) , analizirana je relativna tehnična učinkovitost kontejnerskih pristanišč Koper, Rijeka, Trst, Benetke in Ploče. Uporabljeni so bili različni modeli z različnimi kombinacijami vhodnih in izhodnih spremenljivk. Rezultati kažejo, da na učinkovitost pristanišč najbolj vpliva sorazmerje vhodnih in izhodnih spremenljivk. Ključne besede: kontejnerska pristanišča, Data Envelopment Analysis (DEA), učinkovitost. Objavljeno v DKUM: 04.02.2014; Ogledov: 2697; Prenosov: 413 Celotno besedilo (1,83 MB) |