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FitzPatrick 1932 is an early paper in the field of bankruptcy prediction. In a series of three articles in the monthly The Certified Public Accountant in 1932, Paul J. FitzPatrick presented data for 20 matched pairs of firms and discussed accounting ratios as indicators of bankruptcy. It is historically significant as an early attempt in this field, and it is notable also for its publishing a data set, now in the public domain. Beaver (1968), an important paper in accounting research which employs statistical analysis to a similar matched sample, cites the paper.
The dataset includes 13 accounting ratios calculated for 40 firms for each of three years. However some fields are missing for some firm-year observations.
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Pair I.D. | Survive? | Industry | Current ratio | Quick ratio | Net worth to fixed assets |
1 | 0 | Meat-packing | 734 | 302 | 111 |
1 | 1 | Meat-packing | 426 | 221 | 121 |
2 | 0 | Confections manufacture and sale | 211 | 70 | 244 |
2 | 1 | Confections manufacture and sale | 629 | 312 | 298 |
3 | 0 | Cereals manufacture and sale | 85 | 42 | 47 |
3 | 1 | Cereals manufacture and sale | 493 | 261 | 177 |
4 | 0 | Pianos manufacture and sale | 203 | 91 | 287 |
4 | 1 | Pianos manufacture and sale | 793 | 544 | 621 |
5 | 0 | Writing paper manuf and sale | 468 | 197 | 187 |
5 | 1 | Writing paper manuf and sale | 286 | 144 | 178 |
6 | 0 | Cane sugar and bananas prodn and sale | 26 | 11 | 38 |
6 | 1 | Cane sugar and bananas prodn and sale | 139 | 133 | 110 |
7 | 0 | Agriculture implement manufacturers | 156 | 46 | 91 |
7 | 1 | Agriculture implement manufacturers | 325 | 126 | 225 |
8 | 0 | Rubber footwear manufacture | 287 | 196 | 210 |
8 | 1 | Rubber footwear manufacture | 223 | 132 | 260 |
9 | 0 | Phonographs and records manufacture | 138 | 54 | 114 |
9 | 1 | Phonographs and records manufacture | 414 | 226 | 261 |
10 | 0 | Rubber tire industry | 328 | 165 | 270 |
10 | 1 | Rubber tire industry | 347 | 160 | 258 |
11 | 0 | Fish products production and sale | 160 | 49 | 232 |
11 | 1 | Fish products production and sale | 135 | 47 | 100 |
12 | 0 | Cotton textile industry of New England | 282 | 66 | 124 |
12 | 1 | Cotton textile industry of New England | 392 | 133 | 134 |
13 | 0 | Cotton textile industry of New England | 99 | 71 | 75 |
13 | 1 | Cotton textile industry of New England | 160 | 65 | 142 |
14 | 0 | Collars and shirts manufacture | 2525 | 1275 | 118 |
14 | 1 | Collars and shirts manufacture | 2764 | 1541 | 591 |
15 | 0 | Phonographs and records manufacture | 274 | 153 | 304 |
15 | 1 | Phonographs and records manufacture | 555 | 351 | 345 |
16 | 0 | Cotton textile industry of New England | 51 | 22 | 78 |
16 | 1 | Cotton textile industry of New England | 171 | 49 | 129 |
17 | 0 | Woolen textile industry | 507 | 103 | 274 |
17 | 1 | Woolen textile industry | 226 | 55 | 261 |
18 | 0 | Fertilizer manufacture | 195 | 153 | 100 |
18 | 1 | Fertilizer manufacture | 761 | 573 | 125 |
19 | 0 | Steel products manufacture | 619 | 160 | 38 |
19 | 1 | Steel products manufacture | 584 | 216 | 144 |
20 | 0 | Wholesale merchandise business | 191 | 84 | 537 |
20 | 1 | Wholesale merchandise business | 170 | 109 | 635 |
Accounting, also known as accountancy, is the processing of information about economic entities, such as businesses and corporations. Accounting measures the results of an organization's economic activities and conveys this information to a variety of stakeholders, including investors, creditors, management, and regulators. Practitioners of accounting are known as accountants. The terms "accounting" and "financial reporting" are often used interchangeably.
In management accounting or managerial accounting, managers use accounting information in decision-making and to assist in the management and performance of their control functions.
An accountant is a practitioner of accounting or accountancy. Accountants who have demonstrated competency through their professional associations' certification exams are certified to use titles such as Chartered Accountant, Chartered Certified Accountant or Certified Public Accountant, or Registered Public Accountant. Such professionals are granted certain responsibilities by statute, such as the ability to certify an organization's financial statements, and may be held liable for professional misconduct. Non-qualified accountants may be employed by a qualified accountant, or may work independently without statutory privileges and obligations.
Certified Public Accountant (CPA) is the title of qualified accountants in numerous countries in the English-speaking world. It is generally equivalent to the title of chartered accountant in other English-speaking countries. In the United States, the CPA is a license to provide accounting services to the public. It is awarded by each of the 50 states for practice in that state. Additionally, all states except Hawaii have passed mobility laws to allow CPAs from other states to practice in their state. State licensing requirements vary, but the minimum standard requirements include passing the Uniform Certified Public Accountant Examination, 150 semester units of college education, and one year of accounting-related experience.
This page is an index of accounting topics.
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Assurance service is an independent professional service, typically provided by Chartered or Certified Public Accountants or Chartered Certified Accountants, with the goal of improving information or the context of information so that decision makers can make more informed, and presumably better, decisions. Assurance services provide independent and professional opinions that reduce information risk.
Founded in 1904, the Association of Chartered Certified Accountants (ACCA) is the global professional accounting body offering the Chartered Certified Accountant qualification (ACCA). It has 240,952 members and 541,930 future members worldwide. ACCA's headquarters are in London with principal administrative office in Glasgow. ACCA works through a network of over 110 offices and centres in 51 countries - with 346 Approved Learning Partners (ALP) and more than 7,600 Approved Employers worldwide, who provide employee development.
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FitzPatrick, Paul J., Ph.D. 1932. "A Comparison of the Ratios of Successful Industrial Enterprises With Those of Failed Companies". The Certified Public Accountant Beaver 1968. Journal of Accounting Research . (In three issues: October, 1932, p. 598-605; November, 1932, p. 656-662; December, 1932, p. 727-731.