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The financial performance of small and medium sized companies : a model based on accountancy data is developed to predict the financial performance of small and medium sized companiesEarmia, Jalal Yousif January 1991 (has links)
This study is concerned with developing a model to identify small-medium U.K. companies at risk of financial failure up to five years in advance. The importance of small companies in an economy, the impact of their failures, and the lack of failure research with respect to . this population, provided justification for this study. The research was undertaken in two stages. The first stage included a detailed description and discussion of the nature and role of small business in the UK economy, heir relevance, problems and Government involvement in this sector, together with literature review and assessment of past research relevant to this study. The second stage was involved with construction of the models using multiple discriminant analysis, applied to published accountancy data for two groups of failed and nonfailed companies. The later stage was performed in three parts : (1) evaluating five discriminant models for each of five years prior to failure; (2) testing the performance of each of the .five models over time on data not used . in their construction; (3) testing the discriminant models on a validation sample. The purpose was to establish the "best" discriminant model. "Best" was determined according to classification ability of the model and interpretation of variables. Finally a model comprising seven financial ratios measuring four aspects of a company's financial profile, such as profitability, gearing, capital turnover and liquidity was chosen. The model has shown to be a valid tool for predicting companies' health up to five years in advance.
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The financial performance of small and medium sized companies: A model based on accountancy data is developed to predict the financial performance of small and medium sized companies.Earmia, Jalal Y. January 1991 (has links)
This study is concerned with developing a model to
identify small-medium U.K. companies at risk of financial
failure up to five years in advance.
The importance of small companies in an economy, the
impact of their failures, and the lack of failure
research with respect to . this population, provided
justification for this study.
The research was undertaken in two stages. The first
stage included a detailed description and discussion of
the nature and role of small business in the UK economy,
heir relevance, problems and Government involvement in
this sector, together with literature review and
assessment of past research relevant to this study.
The second stage was involved with construction of
the models using multiple discriminant analysis, applied
to published accountancy data for two groups of failed
and nonfailed companies. The later stage was performed in
three parts : (1) evaluating five discriminant models for
each of five years prior to failure; (2) testing the
performance of each of the .five models over time on data
not used . in their construction; (3) testing the
discriminant models on a validation sample. The purpose
was to establish the "best" discriminant model. "Best"
was determined according to classification ability of the
model and interpretation of variables.
Finally a model comprising seven financial ratios
measuring four aspects of a company's financial profile,
such as profitability, gearing, capital turnover and
liquidity was chosen. The model has shown to be a valid
tool for predicting companies' health up to five years in
advance. / Ministry of Higher Education and Scientific Research of the Iraqi Government.
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