Matches in SemOpenAlex for { <https://semopenalex.org/work/W3192139338> ?p ?o ?g. }
Showing items 1 to 85 of
85
with 100 items per page.
- W3192139338 abstract "Although SMEs represent over 99% of companies in the UK, there has been limited researchinto SME failure prediction modelling. This study develops failure prediction modelsspecifically for liquidated SMEs using financial ratios. Despite the fact that there is a cleardistinction between small sized (SEs) and medium sized (MEs) companies (in terms of assets,turnovers and employees size), the majority of studies developed models for SMEs as onegroup, but not as two different groups.In order to capture the predictive power of ratios in each group, there should be differentprediction models for both sizes. The main question this study aims to answer: are there anydifferences between SEs and MEs predictive variables. To answer this question the study will1) identify the financial variables for each group and examine their predictive power, 2)compare the classification accuracy of three different statistical techniques namely, MultipleDiscriminant Analysis (MDA), Logistic Regression (LR), and Probabilistic Neural Network(PNN). And finally 3) testing reliability level and validation of the different ratio basedprediction models.In order to include all categories of ratios, the data sample consists of 560 SMEs thatdisclosed full financial statements, and were liquidated in the period 2000-2007. The samplewas divided into three groups; SEs, MEs and a combined SME group for size-specificpredictions. A range of financial ratios were selected and examined, two sample procedureswere tested to validate the results.Profitability is found to be the most important predictor for the SEs group, while liquidity isfor the MEs. The overall accuracy of the three methods (MDA, LR, PNN) for each model is:SEs model (70%, 71%, 81%), MEs model (74%, 76%, 87%), and combined SME model(72%, 74%, 84%). For the first time, we reported size-specific financial ratio predictors forpredicting SMEs failure. The results support our main question that there are differencesbetween SEs and MEs predictive variables. Further studies are needed to explore the natureof these findings." @default.
- W3192139338 created "2021-08-16" @default.
- W3192139338 creator A5020426941 @default.
- W3192139338 date "2013-02-01" @default.
- W3192139338 modified "2023-09-24" @default.
- W3192139338 title "Ratio based failure prediction models for the Small-Medium Enterprises (SMEs) in the UK" @default.
- W3192139338 hasPublicationYear "2013" @default.
- W3192139338 type Work @default.
- W3192139338 sameAs 3192139338 @default.
- W3192139338 citedByCount "0" @default.
- W3192139338 crossrefType "dissertation" @default.
- W3192139338 hasAuthorship W3192139338A5020426941 @default.
- W3192139338 hasConcept C10138342 @default.
- W3192139338 hasConcept C105795698 @default.
- W3192139338 hasConcept C111472728 @default.
- W3192139338 hasConcept C121332964 @default.
- W3192139338 hasConcept C129361004 @default.
- W3192139338 hasConcept C129848803 @default.
- W3192139338 hasConcept C138885662 @default.
- W3192139338 hasConcept C144133560 @default.
- W3192139338 hasConcept C149782125 @default.
- W3192139338 hasConcept C151956035 @default.
- W3192139338 hasConcept C161584116 @default.
- W3192139338 hasConcept C163258240 @default.
- W3192139338 hasConcept C183582576 @default.
- W3192139338 hasConcept C185592680 @default.
- W3192139338 hasConcept C198531522 @default.
- W3192139338 hasConcept C2778136018 @default.
- W3192139338 hasConcept C33923547 @default.
- W3192139338 hasConcept C43214815 @default.
- W3192139338 hasConcept C43617362 @default.
- W3192139338 hasConcept C45804977 @default.
- W3192139338 hasConcept C49937458 @default.
- W3192139338 hasConcept C62520636 @default.
- W3192139338 hasConcept C98014903 @default.
- W3192139338 hasConceptScore W3192139338C10138342 @default.
- W3192139338 hasConceptScore W3192139338C105795698 @default.
- W3192139338 hasConceptScore W3192139338C111472728 @default.
- W3192139338 hasConceptScore W3192139338C121332964 @default.
- W3192139338 hasConceptScore W3192139338C129361004 @default.
- W3192139338 hasConceptScore W3192139338C129848803 @default.
- W3192139338 hasConceptScore W3192139338C138885662 @default.
- W3192139338 hasConceptScore W3192139338C144133560 @default.
- W3192139338 hasConceptScore W3192139338C149782125 @default.
- W3192139338 hasConceptScore W3192139338C151956035 @default.
- W3192139338 hasConceptScore W3192139338C161584116 @default.
- W3192139338 hasConceptScore W3192139338C163258240 @default.
- W3192139338 hasConceptScore W3192139338C183582576 @default.
- W3192139338 hasConceptScore W3192139338C185592680 @default.
- W3192139338 hasConceptScore W3192139338C198531522 @default.
- W3192139338 hasConceptScore W3192139338C2778136018 @default.
- W3192139338 hasConceptScore W3192139338C33923547 @default.
- W3192139338 hasConceptScore W3192139338C43214815 @default.
- W3192139338 hasConceptScore W3192139338C43617362 @default.
- W3192139338 hasConceptScore W3192139338C45804977 @default.
- W3192139338 hasConceptScore W3192139338C49937458 @default.
- W3192139338 hasConceptScore W3192139338C62520636 @default.
- W3192139338 hasConceptScore W3192139338C98014903 @default.
- W3192139338 hasLocation W31921393381 @default.
- W3192139338 hasOpenAccess W3192139338 @default.
- W3192139338 hasPrimaryLocation W31921393381 @default.
- W3192139338 hasRelatedWork W1520977511 @default.
- W3192139338 hasRelatedWork W1548801997 @default.
- W3192139338 hasRelatedWork W2139724619 @default.
- W3192139338 hasRelatedWork W2152519951 @default.
- W3192139338 hasRelatedWork W2242159352 @default.
- W3192139338 hasRelatedWork W2242766591 @default.
- W3192139338 hasRelatedWork W2272024748 @default.
- W3192139338 hasRelatedWork W2286217509 @default.
- W3192139338 hasRelatedWork W2291222760 @default.
- W3192139338 hasRelatedWork W2463183955 @default.
- W3192139338 hasRelatedWork W2561296222 @default.
- W3192139338 hasRelatedWork W2770179805 @default.
- W3192139338 hasRelatedWork W2795588731 @default.
- W3192139338 hasRelatedWork W2903143424 @default.
- W3192139338 hasRelatedWork W2905012557 @default.
- W3192139338 hasRelatedWork W2952000029 @default.
- W3192139338 hasRelatedWork W3125662961 @default.
- W3192139338 hasRelatedWork W3166111135 @default.
- W3192139338 hasRelatedWork W3166805197 @default.
- W3192139338 hasRelatedWork W3214597067 @default.
- W3192139338 isParatext "false" @default.
- W3192139338 isRetracted "false" @default.
- W3192139338 magId "3192139338" @default.
- W3192139338 workType "dissertation" @default.