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In accounting terms an ideal IT platform (or ERP system) would be one which presents the data management need at the press of a button, however, various factors such as legacy systems, complexity, changing information needs and so on usually mean a team is needed on an ongoing basis to ensure the correct format reports are prepared.
Some forensic accountants specialize in forensic analytics which is the procurement and analysis of electronic data to reconstruct, detect, or otherwise support a claim of financial fraud. The main steps in forensic analytics are data collection, data preparation, data analysis, and reporting.
A ratio's values may be distorted as account balances change from the beginning to the end of an accounting period. Use average values for such accounts whenever possible. Financial ratios are no more objective than the accounting methods employed. Changes in accounting policies or choices can yield drastically different ratio values. [6]
Financial accounting is a branch of accounting concerned with the summary, analysis and reporting of financial transactions related to a business. [1] This involves the preparation of financial statements available for public use.
Financial statement analysis (or just financial analysis) is the process of reviewing and analyzing a company's financial statements to make better economic decisions to earn income in future. These statements include the income statement , balance sheet , statement of cash flows , notes to accounts and a statement of changes in equity (if ...
Data analysis is a process for obtaining raw data, and subsequently converting it into information useful for decision-making by users. [1] Data is collected and analyzed to answer questions, test hypotheses, or disprove theories. [11] Statistician John Tukey, defined data analysis in 1961, as:
Using a documentation review, “Document review is a formalised technique of data collection involving the examination of existing records or documents.” [6] This is the most common approach of account reconciliation. This method is done by using accounting software. The second method used is analytics review.
Given the variety of data sources (e.g. databases, business applications) that provide data and formats that data can arrive in, data preparation can be quite involved and complex. There are many tools and technologies [5] that are used for data preparation. The cost of cleaning the data should always be balanced against the value of the ...