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Диагностика финансового состояния фирмы

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Введение

Финансовое состояние – это важнейшая характеристика экономической
деятельности предприятия во внешней среде. Оно определяет
конкурентоспособность предприятия, его потенциал в деловом
сотрудничестве, оценивает, в какой степени гарантированы экономические
интересы самого предприятия и его партнеров по финансовым и другим
отношениям.

В силу своей важности, финансовое состояние фирмы должно быть всегда
стабильным, его нужно постоянно отслеживать с целью выявления отклонений
от норм. В этом состоит главная задача диагностики. Диагностика – это
определение состояния объекта, предмета, явления или процесса управления
посредством реализации комплекса исследовательских процедур, выявление в
них слабых звеньев и узких мест. Диагностика — это не одноразовый акт, а
процесс, который осуществляется во времени и пространстве.

Объектом диагностики может быть как сложная, высокоорганизованная
динамическая система (вся экономика страны, отдельная отрасль,
конкретная фирма или организация любой формы собственности), так и любой
элемент этих систем (внутренняя среда организации, конкретные виды
ресурсов, производственные функции, организационная структура,
себестоимость и т.д.). Цель диагностики — установить диагноз объекта
исследования и дать заключение о его состоянии на дату завершения этого
исследования и на перспективу. Осуществив цель на основании данных
диагноза, можно будет выработать правильную и грамотную экономическую
(политическую, социальную) политику, стратегию и тактику. Задачи
диагностики заключаются в определении мер, направленных на отлаживание
работы всех составляющих элементов системы, и способов их реализации.
Нельзя осуществлять управление на любом хозяйственном и управленческом
уровне, не имея четкого представления о его состоянии. Задачи
диагностики тесно переплетаются с двумя другими задачами — прогнозом и
анализом происхождения.

Диагностика имеет цель определить и выделить наиболее существенные
проблемы (узкие места) в производственно-хозяйственной и финансовой
деятельности организации, установить причины их возникновения.

Для постановки диагноза состояния организации используются разнообразные
методы финансового анализа, позволяющие всесторонне рассмотреть и
оценить различные стороны ее деятельности.

Для проведения анализа используются финансовые показатели,
рассчитываемые на базе основных форм бухгалтерской отчетности. Для более
глубокого, детального анализа деятельности применяются специальные формы
обследования на основе данных производственного и управленческого учета.

Целью нашей работы является рассмотрение основных методов и методик к
оценке финансового состояния фирмы, выработанные наукой и практикой в
России и за рубежом.

Для достижения поставленной цели необходимо решить следующие задачи:

– рассмотреть общие направления и характеристики моделей прогнозирования
банкротства;

– рассмотреть зарубежные модели и проанализировать возможность их
применения в российских условиях;

– рассмотреть модели, выработанные отечественными учеными, вывить их
недостатки и преимущества.

1. Общая характеристика моделей диагностики финансово состояния и
прогнозирования банкротства

Современная экономическая действительность заставляет руководителей
предприятий постоянно принимать решения в условиях неопределенности. В
условиях финансовой и политической нестабильности деятельность
предприятий чревата различными кризисными ситуациями, результатом
которых может стать несостоятельность или банкротство, и как следствие
потеря рабочих мест и увеличение социальной напряженности в обществе.
Поэтому, при проведении анализа деятельности предприятия необходимо
уделять большое внимание диагностики финансового состояния.

В основе оценки финансового положения предприятия лежит финансовый
анализ, основу которого составляют горизонтальный, вертикальный,
коэффициентный и другие методы анализа. Тем не менее, применение всего
“арсенала” финансовой аналитики не всегда является обоснованным
решением, так как сопряжено со значительными временными и
трудозатратами, результаты которого могут быть достаточно
противоречивыми и не гарантировать объективную оценку происходящих
процессов.

Требуется применение некого универсального инструментария, позволяющего
достаточно точно, быстро и при сравнительно небольших трудозатратах
определить финансовое положение компании – провести экспресс-анализ.

Методические подходы, касающиеся оценки финансового состояния,
разработанные зарубежными и российскими авторами, включают в себя
несколько (от двух до семи) ключевых показателей, характеризующих
финансовое состояние предприятия. Как правило, на их основе в
большинстве методик рассчитывается комплексный показатель вероятности
банкротства.

Эти методики и модели должны позволять прогнозировать возникновение
кризисной ситуации предприятия заранее, ещё до появления очевидных
признаков. Такой подход особенно необходим, так как жизненные циклы
предприятий в рыночной экономике коротки (4—5 лет). В связи с этим
коротки и временные рамки применения в них антикризисных стратегий, а в
условиях уже наступившего кризиса предприятия их применение может
привести к банкротству. Указанные методики должны позволять использовать
различные антикризисные стратегии заранее, ещё до наступления кризиса
коммерческой организации, с целью его предотвращения.

В экономической литературе предлагается несколько отличающихся методик и
математических моделей диагностики вероятности наступления банкротства
предприятий.

Условно данные модели представлены тремя направлениями: качественные
модели, количественные и альтернативные (см.рис.1).

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20000000c00000040092900aa000000000000000401990200000000040000002701ffff0
30000000000

Рис.1. Модели оценки финансового состояния и прогнозирования банкротства

В основе первого направления лежит использование финансовых показателей,
а также таких критериев, которые характеризуют уровень менеджмента на
предприятии. Модели качественного направления основываются на изучении
отдельных характеристик, присущих бизнесу, развивающемуся по направлению
к банкротству. Если для исследуемого предприятия характерно наличие
таких характеристик, можно дать экспертное заключение о неблагоприятных
тенденциях развития.

Модели интегрального анализа связаны с расчетом единого интегрального
показателя. Для этого вычисляется предусмотренный той или иной моделью
набор финансовых показателей. При этом каждому показателю присваивается
его вес в модели. Полученное расчетное значение интегрального
показателя, как правило, сравнивается с установленными пороговыми
значениями (классом или группой), тем самым делается вывод о вероятности
банкротства.

В основе моделей альтернативного подхода лежит использование качественно
новых возможностей оценки анализа финансового состояния предприятия
посредством применения теории нечетких множеств, метода квадратов
интенсивности и др.

2. Зарубежные модели оценки финансового состояния предприятия

Для начала рассмотрим качественные модели, которые основаны субъективном
анализе, предполагающий экспертную оценку риска предприятия на основе
разработанных стандартов.

Самым известным в данном направлении методом является методика
прогнозирования банкротства по показателю Аргента (А-счета). Данная
методика предполагает, что идет процесс, ведущий к банкротству, этот
процесс требует несколько лет до своего завершения, процесс может быть
разделен на 3 стадии, характеризуемые недостатками, ошибками и
симптомами.

Недостатки – предприятия, скатывающиеся к банкротству годами
демонстрируют недостатки, очевидных задолго до фактического банкротства.

Ошибки – в следствии накопления недостатков предприятие может совершить
ошибку, ведущую к банкротству.

Симптомы – совершенные предприятием ошибки выявляют симптомы
надвигающейся неплатежеспособности. Эти симптомы проявляются в последние
2-3 года процесса, ведущего к банкротсву.

При расчете А-счета конкретного предприятия показателям, характеризующим
недостатки, ошибки и симптомы, присваивают определенное количество
баллов: либо согласно Аргенти, либо нуль; промежуточные значения не
допускаются. На основе проставленных баллов рассчитывается
агрегированный показатель А-счета. Если сумма баллов больше 25, то
предприятие может в ближайшие 5 лет обанкротиться. Чем больше А-счет,
тем быстрее это может произойти (максимально возможный А-счет равен 100
баллам).

Основным достоинством показателя Аргенти является то, что в нем впервые
была предпринята попытка упорядочивания и систематизации показателей, по
которым описаны в так называемых списках обанкротившиеся компании на
Западе. Таким образом, исследователю остается только сравнить признаки
уже обанкротившихся компаний с аналогичными признаками исследуемой.
Поскольку опыт применения этого метода в нашей стране еще не велик,
сложно говорить как о его недостатках, так и достоинствах.

Сложность применения данного метода заключается в “субъективизме”
оценок, проводимых экспертом. Кроме того, не всегда представляется
возможным собрать все необходимую информацию для применения данной
модели. Например, в ходе расчета агрегированного показателя требуется
оценить пассивность совета директоров, слабость финансового директора,
наличие крупного проекта и др.

В Великобритании разработаны рекомендации комитета по обобщению практики
аудирования, которые содержат перечень показателей для оценки
банкротства предприятия:

– повторяющиеся убытки от основной производственной деятельности;

– превышение критического уровня просроченной кредиторской
задолженности;

– чрезмерное использование краткосрочных заемных средств в качестве
источника финансирования долгосрочных капиталовложений;

– устойчиво низкие значения коэффициентов ликвидности;

– хроническая нехватка оборотных средств;

– устойчиво увеличивающаяся (сверх безопасного предела) доля заемных
средств в общей сумме источников средств;

– реинвестиционная политика и др.

К достоинствам этой методики можно отнести системность, комплексный
подход к пониманию финансового состояния предприятия. Трудности в
использовании этих рекомендаций заключаются в многокритериальности
используемых параметров, субъективности принимаемых решений,
необходимости составления экономического баланса помимо бухгалтерской
отчетности.

Широкое применение в Западной Европе (например, в Германии в
законодательном порядке) имеет прогнозирование банкротства методом
анализа финансовых потоков (автор – экономист Дж. К. Ван Хорн). Данный
метод дает возможность устанавливать сроки и объем необходимых заемных
средств, оценивать целесообразность кредита. В ходе анализа финансовых
средств рассматриваются 4 группы показателей: поступления, платежи, их
баланс, сальдо нарастающим итогом (соответствующее наличию средств на
расчетном счете). Если в перспективе возникает период, в котором
четвертый показатель (сальдо нарастающим итогом) оказывается
отрицательным, это означает появление долгов, форс-мажорной ситуации или
банкротства. Другой признак банкротства связан с возможностью попадания
предприятия в “кредитную ловушку”. В этом случае заемные средства уже не
используются на развитие предприятия, а плата за них снижает
эффективность деятельности, ведет к убыточному функционированию и
банкротству.

Первые исследования аналитических коэффициентов для предсказания
возможных осложнений в финансовой деятельности компаний проводились в
США ещё в начале тридцатых годов. В современной практике
финансово-хозяйственной деятельности зарубежных фирм для оценки
вероятности банкротства наиболее широкое применение получили
интегральные модели Альтмана, Тафлера, Лиса, Тишоу, Бивера и других
западных экономистов. В связи с этим необходимо рассмотреть сущность
этих подходов.

Самой простой (и наименее точной) моделью диагностики банкротства
признается двухфакторная модель. Она основывается на двух ключевых
показателях: текущей ликвидности (характеризует ликвидность) и доле
заемных средств в общей сумме источников, от которых зависит вероятность
банкротства предприятия (характеризует финансовую устойчивость). Эти
показатели умножаются на весовые значения коэффициентов, найденные
эмпирическим путем, и результаты суммируются с постоянной величиной,
также полученной опытно-статистическим способом.

В американской практике установлены следующие значения коэффициентов:

? текущей ликвидности (покрытия) (–1,0736);

? удельного веса заемных средств в пассивах предприятия (+0,0579);

? постоянной величины (–0,3877).

Отсюда формула расчета вероятности банкротства имеет следующий вид:
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 (1)

где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 ––
надежность, степень отдаленности от банкротства;
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 –– коэффициент покрытия (отношение текущих
активов к текущим обязательствам);
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 –– коэффициент финансовой зависимости
(отношение заемных средств к общей величине пассивов).

При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 вероятность
банкротства равна 50%; при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вероятность
банкротства велика (больше 50%) и возрастает по мере увеличения Z; и при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 вероятность
банкротства мала (меньше 50%) и снижается по мере уменьшения Z.

Достоинством двухфакторной модели считается ее простота и возможность
применения в условиях ограниченного объема информации о предприятии. В
то же время данная модель не обеспечивает высокую точность
прогнозирования банкротства, так как не учитывает влияние на финансовое
состояние предприятия других важных показателей (рентабельность, отдачу
активов, деловую активность предприятия). Ошибка прогноза оценивается
интервалом
picscalex100010009000003880000000200120000000000050000000902000000000400
000002010100050000000102ffffff00040000002e011800050000003102010000000500
00000b0200000000050000000c02a00180011200000026060f001a00ffffffff00001000
0000c0fffffff7ffffff40010000970100000b00000026060f000c004d61746854797065
0000200010000000fb0240fe0000000000009001000000020002001053796d626f6c0002
040000002d01000008000000320a6001390001000000b1000a00000026060f000a00ffff
ffff01000000000010000000fb021000070000000000bc02000000cc0102022253797374
656d00cc040000002d01010004000000f00100000300000000000,65. Кроме того,
относительно весовых значений коэффициентов и постоянной величины,
фигурирующей в модели, известно лишь то, что они найдены эмпирическим
путем. По этой причине они, по всей вероятности, справедливы для США,
причем для США 60-х и 70-х гг. В связи с этим показатели не
соответствуют современной специфике экономической ситуации и организации
бизнеса в России, в том числе отличающейся системе бухгалтерского учета
и налогового законодательства и т. д.

Поскольку двухфакторная модель не обеспечивает всесторонней оценки
финансового состояния предприятия, то для получения более точного
прогноза американская практика рекомендует принимать во внимание уровень
рентабельности проданной продукции, влияющий на финансовую устойчивость
предприятия. В процессе анализа сравнивают показатель степени
отдаленности от банкротства (Z) и уровень рентабельности продаж
продукции. Если показатель (Z) находится в безопасных границах, а
уровень рентабельности продукции достаточно высок, то вероятность
банкротства крайне невелика.

В 1968 г. Э. Альтман разработал с помощью аппарата мультипликативного
дискриминантного анализа индекс кредитоспособности (Z-счет), который
позволяет выделить среди хозяйствующих субъектов потенциальных
банкротов. Исследование финансового состояния 33 обанкротившихся
американских компаний с помощью 22 аналитических коэффициентов и
сравнение их с соответствующими показателями процветающих предприятий
тех же отраслей и аналогичных отраслей позволило экономисту выявить 5
основополагающих показателей и определить их весовые значения, от
которых зависит определение вероятности банкротства.

Пятифакторная модель Э. Альтмана имеет следующий вид Жарковская Е.П.
Антикризисное управление: учебник. – 3-е изд. – М.: Омега-Л. – 2006. –
С.132.:
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 (2)

где Z –– надежность, степень отдаленности от банкротства;

x1 –– собственные оборотные средства / всего активов (показывает степень
ликвидности активов);

x2 –– чистая прибыль / всего активов (показывает уровень генерирования
прибыли);

x3 –– прибыль до уплаты налогов и процентов / всего активов (показывает,
в какой степени доходы предприятия достаточны для возмещения текущих
затрат и формирования прибыли);

x4 –– собственный капитал (рыночная оценка) / привлеченный капитал;

x5 –– выручка (нетто) от реализации / всего активов.

Отнесение организации к определенному классу надежности производится на
основании следующих значений индекса Z:

Z < 1,81 –– предприятие станет банкротом: через один год с вероятностью 95%, через два года –– с вероятностью 72%, через 3 года –– с вероятностью 48%, через 4 года –– с вероятностью 30%, через 5 лет –– с вероятностью 30%,1,81 < Z < 2,765 –– вероятность банкротства средняя,2,765 < Z < 2,99 –– вероятность банкротства невелика, предприятие отличается исключительной надежностью,Z > 2,99 –– вероятность банкротства ничтожно мала.

Факт банкротства на один год можно установить с точностью до 95%, на два
года –– 83%.

Пятифакторная модель Альтмана также не лишена недостатков в плане
применимости ее в России. Здесь по-прежнему ничего не известно о базе
расчета весовых значений коэффициентов. Отсутствие в России
статистических материалов по организациям-банкротам не позволяет
скорректировать методику исчисления весовых коэффициентов и пороговых
значений с учетом российских экономических условий. Кроме того, пока что
вызывает некоторое смущение коэффициент x4, в котором фигурирует
суммарная рыночная стоимость акций предприятия. В настоящий момент в
Российской Федерации отсутствует информация о рыночной стоимости акций
большинства предприятий, да и в условиях неразвитости вторичного рынка
российских ценных бумаг у большинства организаций данный показатель
теряет свой смысл.

В 1973 г. Э. Альтман модифицировал формулу (2) для компаний, акции
которых не котировались на бирже:
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 (3)

где Х4 –– соотношение между балансовой стоимостью собственного капитала
и заемных капиталом.

Пороговое значение вероятности банкротства в этом случае составляет
1,23.

Семифакторная модель прогнозирования банкротства, разработанная Э.
Альтманом со своими коллегами в 1977 г., позволяет прогнозировать
банкротство на горизонте в 5 лет с точностью до 70% и включает следующие
показатели: рентабельность активов, изменчивость (динамику) прибыли,
коэффициент покрытия процентов по кредитам, кумулятивную прибыльность,
коэффициент покрытия (ликвидности), коэффициент автономии, совокупные
траты. Достоинство этой модели — максимальная точность, однако ее
применение затруднено из-за недостатка информации: требуются данные
аналитического учета, которых нет у внешних пользователей.

У. Бивер предложил пятифакторную модель для оценки финансового состояния
предприятия с целью диагностики банкротства, содержащую показатели,
представленные в таблице 1.

Таблица 1

Определение вероятности наступления кризиса по модели У.БивераЖарковская
Е.П. Антикризисное управление: учебник. – 3-е изд. – М.: Омега-Л. –
2006. – С.134.

ПоказателиФормулаЗначения показателей1 группа2 группа 3
rpvnnaКоэффициент БивераЧистая прибыль + Амортизация

Долгосрочные + Краткосрочные обязательства0,4-0,450,17-0,15Коэффициент
текущей ликвидностиОборотные активы

Текущие обязательства?32-2,25?1,0Финансовый левереджДолгосрочные +
Краткосрочные обязательства

Активы?35?50?80Коэффициент

покрытия активов чистым оборотным капиталомСобственный – Внеоборотный
капитал

Активы0,4?0,30,06Экономическая рентабельностьЧистая прибыль

Валюта баланса?8?2?1,0

К 1-й группе относятся финансово-устойчивые, платежеспособные
организации. У организаций, входящих во 2-ю группу, возможно зарождение
начальных признаков финансовой неустойчивости, а также возникновение
эпизодических сбоев исполнения обязательств, не нарушающих процесс
производства. У организаций, входящих в 3-ю группу, наблюдается усиление
финансовой неустойчивости, частые нарушения сроков исполнения
обязательств, что негативно сказывается на процессе производства, и в
результате всего перечисленного эти организации в текущем периоде могут
оказаться в кризисном финансовом состоянии.

Весовые коэффициенты для индикаторов в модели У. Бивера не предусмотрены
и итоговый показатель вероятности банкротства не рассчитывается.
Полученные значения данных показателей сравниваются с их нормативными
значениями, рассчитанными У. Бивером для трёх видов фирм: для
благополучных компаний; для компаний, обанкротившихся в течение года;
для фирм, ставших банкротами в течение пяти лет. В таблице 1 приведены
нормативы, уточненные для российской действительности.

В 1972 г. экономист Лис разработал формулу Z-счета для Великобритании:
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 (4)

где x1 –– оборотный капитал / всего активов;

x2 ––прибыль от реализации / всего активов;

x3 –– нераспределенная прибыль / всего активов;

x4 –– собственный капитал / заемный капитал.

В этой формуле минимально предельное значение вероятного банкротства
равно 0,0347.

В 1978 г. с помощью пошагового дискриминантного анализа методом, который
разработал Э. Альтман в 1968 г., была построена Гордоном Л. В.
Спрингейтом следующая модель:
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(5)

где

picscalex100010009000003cc01000003001c0000000000050000000902000000000500
0000020101000000050000000102ffffff00050000002e0118000000050000000b020000
0000050000000c02800400131200000026060f001a00ffffffff000010000000c0ffffff
b1ffffffc0120000310400000b00000026060f000c004d617468547970650000e0000800
0000fa0200001000000000000000040000002d0100000500000014025002810305000000
130250020c121c000000fb0240fe0000000000009001000000000402001054696d657320
4e657720526f6d616e00d89ff377e19ff3772020f577d70f6621040000002d0101000800
0000320ac0024412010000003b791c000000fb0240fe0000000000009001000000cc0402
001054696d6573204e657720526f6d616e00d89ff377e19ff3772020f577d70f66210400
00002d01020004000000f00101000a000000320a1e04460806000000e1e0ebe0edf10b00
0000320aa601190c07000000eae0efe8f2e0eb001c000000fb0240fe0000000000009001
000000000402001054696d6573204e657720526f6d616e00d89ff377e19ff3772020f577
d70f6621040000002d01010004000000f001020008000000320aa601b70b0100000020e0
1c000000fb0240fe0000000000009001000000cc0402001054696d6573204e657720526f
6d616e00d89ff377e19ff3772020f577d70f6621040000002d01020004000000f0010100
0c000000320aa601930309000000eee1eef0eef2edfbe9001c000000fb0260ff00000000
00009001000000000402001054696d6573204e657720526f6d616e00d89ff377e19ff377
2020f577d70f6621040000002d01010004000000f001020008000000320a300316010100
000031e01c000000fb0240fe0000000000009001000000020402001053796d626f6c0000
770f0a65c8e11200d89ff377e19ff3772020f577d70f6621040000002d01020004000000
f001010008000000320ac0020f02010000003de01c000000fb0240fe0000000000009001
010000cc0402001054696d6573204e657720526f6d616e00d89ff377e19ff3772020f577
d70f6621040000002d01010004000000f001020008000000320ac0024e0001000000f5e0
0a00000026060f000a00ffffffff0100000000001c000000fb021000070000000000bc02
000000cc0102022253797374656d0021d70f662100000a0021008a010000000002000000
e4e31200040000002d01020004000000f0010100030000000000

picscalex1000100090000034b03000003001c0000000000050000000902000000000500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picscalex1000100090000039e02000003001c0000000000050000000902000000000500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picscalex1000100090000038602000003001c0000000000050000000902000000000500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Если Z< 0,862 предприятие получает оценку "крах". При создании модели Спрингейт использовал данные 40 предприятий и достиг 92,5 процентной точности предсказания неплатежеспособности на год вперёд.В 1977 г. британские исследователи Р. Таффлер и Г. Тишоу применили подход Альтмана и на выборке из 80 британских компаний построили четырехфакторную прогнозную модель финансовой несостоятельности, описываемую следующим уравнением Жарковская Е.П. Антикризисное управление: учебник. – 3-е изд. – М.: Омега-Л. – 2006. – С.132.:picscalex100010009000003f501000002001c0000000000050000000902000000000500 0000020101000000050000000102ffffff00050000002e0118000000050000000b020000 0000050000000c026002201a1200000026060f001a00ffffffff000010000000c0ffffff b7ffffffe0190000170200000b00000026060f000c004d61746854797065000060001c00 0000fb0240fe0000000000009001000000000402001054696d6573204e657720526f6d61 6e00d89ff377e19ff3772020f577210c66ce040000002d01000008000000320aa0017319 010000002c7908000000320aa001331602000000313608000000320aa001ed1501000000 2c3608000000320aa001131501000000303608000000320aa00142100200000031380800 0000320aa001fc0f010000002c3808000000320aa001220f01000000303808000000320a a0014f0a02000000313308000000320aa001090a010000002c3308000000320aa0012f09 01000000303308000000320aa0017b0402000000353308000000320aa001110401000000 2c3308000000320aa00137030100000030331c000000fb0260ff00000000000090010000 00000402001054696d6573204e657720526f6d616e00d89ff377e19ff3772020f577210c 66ce040000002d01010004000000f001000008000000320a1002e6180100000034330800 0000320a1002e91201000000333308000000320a1002f30c01000000323308000000320a 10020d070100000031331c000000fb0240fe0000000000009001010000cc040200105469 6d6573204e657720526f6d616e00d89ff377e19ff3772020f577210c66ce040000002d01 000004000000f001010008000000320aa0010f1801000000f53308000000320aa0011712 01000000f53308000000320aa0011c0c01000000f53308000000320aa001480601000000 f5331c000000fb0240fe0000000000009001010000000402001054696d6573204e657720 526f6d616e00d89ff377e19ff3772020f577210c66ce040000002d01010004000000f001 000008000000320aa0014000010000005a331c000000fb0240fe00000000000090010000 00020402001053796d626f6c0000e20b0a98a0f11200d89ff377e19ff3772020f577210c 66ce040000002d01000004000000f001010008000000320aa001c713010000002b330800 0000320aa001d60d010000002b3308000000320aa001e307010000002b3308000000320a a001d801010000003d330a00000026060f000a00ffffffff0100000000001c000000fb02 1000070000000000bc02000000cc0102022253797374656d00ce210c66ce00000a002100 8a010000000001000000bcf31200040000002d01010004000000f0010000030000000000 (6)где x1 –– прибыль от реализации / краткосрочные обязательства;x2 –– оборотные активы / сумма обязательств;x3 –– краткосрочные обязательства / всего активов;x4 –– выручка от реализации / всего активов.При Z > 0,3 вероятность банкротства низкая, а при Z < 0,2 высокая.Отметим, что в уравнении Р. Таффлера и Г. Тишоу переменная X1 играет доминирующую роль по сравнению с тремя другими, а различительная прогностическая способность модели ниже по сравнению с Z-счетом Альтмана, в результате чего незначительные колебания экономической обстановки и возможные ошибки в исходных данных, в вычислении финансовых коэффициентов и всего индекса могут приводить к ошибочным выводам.Несмотря на то, что прогнозная модель Р. Таффлера и Г. Тишоу построена на более современных данных и не включает в себя рыночную оценку бизнеса (котировку акций), ее применимость к российским условиям также вызывает сомнения из-за различий в финансово-экономических условиях в Великобритании и России, в частности, в условиях кредитования промышленности.Первая французская модель оценки платежеспособности фирм на основе многомерного дискриминантного анализа (MDA) была построена в 1979 г. Ж. Конаном и М. Голдером по выборке из 95 малых и средних предприятий Франции, изученных за период с 1970 по 1975 гг.:picscalex1000100090000032d02000002001c0000000000050000000902000000000500 0000020101000000050000000102ffffff00050000002e0118000000050000000b020000 0000050000000c026002c0211200000026060f001a00ffffffff000010000000c0ffffff b7ffffff80210000170200000b00000026060f000c004d61746854797065000060001c00 0000fb0240fe0000000000009001000000000402001054696d6573204e657720526f6d61 6e00d89ff377e19ff3772020f577eb0f66f9040000002d01000008000000320aa0012021 010000002c7908000000320aa001e31d02000000323408000000320aa0016c1d01000000 2c3408000000320aa001931c01000000303408000000320aa001ab170200000031300800 0000320aa0016517010000002c3008000000320aa0018c1601000000303008000000320a a001a11102000000383708000000320aa0013f11010000002c3708000000320aa0016610 01000000303708000000320aa001770b02000000323208000000320aa001000b01000000 2c3208000000320aa001270a01000000303208000000320aa0015d050200000031360800 0000320aa0011705010000002c3608000000320aa0013e040100000030361c000000fb02 60ff0000000000009001000000000402001054696d6573204e657720526f6d616e00d89f f377e19ff3772020f577eb0f66f9040000002d01010004000000f001000008000000320a 1002942001000000353608000000320a1002611a01000000343608000000320a10025814 01000000333608000000320a10022d0e01000000323608000000320a1002010801000000 31361c000000fb0240fe0000000000009001010000cc0402001054696d6573204e657720 526f6d616e00d89ff377e19ff3772020f577eb0f66f9040000002d01000004000000f001 010008000000320aa001bf1f01000000f53608000000320aa001871901000000f5360800 0000320aa001831301000000f53608000000320aa001530d01000000f53608000000320a a001390701000000f5361c000000fb0240fe000000000000900101000000040200105469 6d6573204e657720526f6d616e00d89ff377e19ff3772020f577eb0f66f9040000002d01 010004000000f001000008000000320aa0014000010000005a361c000000fb0240fe0000 000000009001000000020402001053796d626f6c0000760e0a65a0f11200d89ff377e19f f3772020f577eb0f66f9040000002d01000004000000f001010008000000320aa0014a1b 010000002d3608000000320aa0013c15010000002b3608000000320aa001160f01000000 2b3608000000320aa001de08010000002d3608000000320aa0014903010000002d360800 0000320aa001dd01010000003d360a00000026060f000a00ffffffff0100000000001c00 0000fb021000070000000000bc02000000cc0102022253797374656d00f9eb0f66f90000 0a0021008a010000000001000000bcf31200040000002d01010004000000f00100000300 00000000 (7)где picscalex100010009000003b20000000200150000000000050000000902000000000400 000002010100050000000102ffffff00040000002e011800050000003102010000000500 00000b0200000000050000000c02200280011200000026060f001a00ffffffff00001000 0000c0ffffffa6ffffff40010000c60100000b00000026060f000c004d61746854797065 0000500015000000fb0220ff0000000000009001000000000402001054696d6573204e65 7720526f6d616e0000b5040000002d01000008000000320ae001dc000100000031001500 0000fb0280fe0000000000009001010000cc0402001054696d6573204e657720526f6d61 6e00ccb5040000002d01010004000000f001000008000000320a80014c0001000000f500 0a00000026060f000a00ffffffff01000000000010000000fb021000070000000000bc02 000000cc0102022253797374656d00cc040000002d01000004000000f001010003000000 0000 — денежные средства и дебиторская задолженность / итог актива;picscalex100010009000003b20000000200150000000000050000000902000000000400 000002010100050000000102ffffff00040000002e011800050000003102010000000500 00000b0200000000050000000c022002a0011200000026060f001a00ffffffff00001000 0000c0ffffffa6ffffff60010000c60100000b00000026060f000c004d61746854797065 0000500015000000fb0220ff0000000000009001000000000402001054696d6573204e65 7720526f6d616e0000ad040000002d01000008000000320ae001f5000100000032001500 0000fb0280fe0000000000009001010000cc0402001054696d6573204e657720526f6d61 6e00ccad040000002d01010004000000f001000008000000320a80014c0001000000f500 0a00000026060f000a00ffffffff01000000000010000000fb021000070000000000bc02 000000cc0102022253797374656d00cc040000002d01000004000000f001010003000000 0000–– собственный капитал и долгосрочные пассивы / итог пассива;picscalex100010009000003b20000000200150000000000050000000902000000000400 000002010100050000000102ffffff00040000002e011800050000003102010000000500 00000b0200000000050000000c024002a0011200000026060f001a00ffffffff00001000 0000c0ffffffa6ffffff60010000e60100000b00000026060f000c004d61746854797065 0000600015000000fb0220ff0000000000009001000000000402001054696d6573204e65 7720526f6d616e0000c5040000002d01000008000000320ae001ee000100000033001500 0000fb0280fe0000000000009001010000cc0402001054696d6573204e657720526f6d61 6e00ccc5040000002d01010004000000f001000008000000320a80014c0001000000f500 0a00000026060f000a00ffffffff01000000000010000000fb021000070000000000bc02 000000cc0102022253797374656d00cc040000002d01000004000000f001010003000000 0000–– финансовые расходы / выручка от реализации (после налогообложения);picscalex100010009000003b20000000200150000000000050000000902000000000400 000002010100050000000102ffffff00040000002e011800050000003102010000000500 00000b0200000000050000000c022002a0011200000026060f001a00ffffffff00001000 0000c0ffffffa6ffffff60010000c60100000b00000026060f000c004d61746854797065 0000500015000000fb0220ff0000000000009001000000000402001054696d6573204e65 7720526f6d616e000071040000002d01000008000000320ae001f5000100000034001500 0000fb0280fe0000000000009001010000cc0402001054696d6573204e657720526f6d61 6e00cc71040000002d01010004000000f001000008000000320a80014c0001000000f500 0a00000026060f000a00ffffffff01000000000010000000fb021000070000000000bc02 000000cc0102022253797374656d00cc040000002d01000004000000f001010003000000 0000–– расходы на персонал / добавленная стоимость (после налогообложения);picscalex100010009000003b20000000200150000000000050000000902000000000400 000002010100050000000102ffffff00040000002e011800050000003102010000000500 00000b0200000000050000000c024002a0011200000026060f001a00ffffffff00001000 0000c0ffffffa6ffffff60010000e60100000b00000026060f000c004d61746854797065 0000600015000000fb0220ff0000000000009001000000000402001054696d6573204e65 7720526f6d616e0000e8040000002d01000008000000320ae001ee000100000035001500 0000fb0280fe0000000000009001010000cc0402001054696d6573204e657720526f6d61 6e00cce8040000002d01010004000000f001000008000000320a80014c0001000000f500 0a00000026060f000a00ffffffff01000000000010000000fb021000070000000000bc02 000000cc0102022253797374656d00cc040000002d01000004000000f001010003000000 0000–– прибыль до выплаты процентов и налогов / заемный капитал.Вероятность задержки платежей фирмами, имеющими различные значения показателя Z, можно представить в виде шкалы, представленной в таблице 2:Таблица 2Z0,210,0480,0020,0260,0680,0870,1070,1310,164Вероятность задержки платежа, % 1009080705040302010В уравнении Ж. Конана и М. Голдера обращает на себя внимание доминирующая роль фактора picscalex100010009000003b20000000200150000000000050000000902000000000400 000002010100050000000102ffffff00040000002e011800050000003102010000000500 00000b0200000000050000000c024002a0011200000026060f001a00ffffffff00001000 0000c0ffffffa6ffffff60010000e60100000b00000026060f000c004d61746854797065 0000600015000000fb0220ff0000000000009001000000000402001054696d6573204e65 7720526f6d616e000081040000002d01000008000000320ae001ee000100000033001500 0000fb0280fe0000000000009001010000cc0402001054696d6573204e657720526f6d61 6e00cc81040000002d01010004000000f001000008000000320a80014c0001000000f500 0a00000026060f000a00ffffffff01000000000010000000fb021000070000000000bc02 000000cc0102022253797374656d00cc040000002d01000004000000f001010003000000 0000 — отношения финансовых издержек к выручке от реализации по сравнению с другими четырьмя коэффициентами. Фактически влияние этого фактора превышает совокупное влияние всех остальных.Финансовая ситуация на предприятии может быть охарактеризована также с помощью пяти показателей, составляющих в совокупности метод credit-men, разработанный Ж. Депаляном (Франция):1) Коэффициент быстрой ликвидности:picscalex1000100090000036504000003001c0000000000050000000902000000000500 0000020101000000050000000102ffffff00050000002e0118000000050000000b020000 0000050000000c028007e0291200000026060f001a00ffffffff000010000000c0ffffff b8ffffffa0290000380700000b00000026060f000c004d61746854797065000010010800 0000fa0200001000000000000000040000002d010000050000001402f004400005000000 1302f004f2281c000000fb0240fe0000000000009001000000000402001054696d657320 4e657720526f6d616e00d89ff377e19ff3772020f577f90f66d5040000002d0101000800 0000320a60052d29010000003b791c000000fb0240fe0000000000009001000000cc0402 001054696d6573204e657720526f6d616e00d89ff377e19ff3772020f577f90f66d50400 00002d01020004000000f001010009000000320abf06531d03000000f2e2e0650c000000 320abf0659150a000000eee1ffe7e0f2e5ebfcf11c000000fb0240fe0000000000009001 000000000402001054696d6573204e657720526f6d616e00d89ff377e19ff3772020f577 f90f66d5040000002d01010004000000f001020008000000320abf06f7140100000020e2 1c000000fb0240fe0000000000009001000000cc0402001054696d6573204e657720526f 6d616e00d89ff377e19ff3772020f577f90f66d5040000002d01020004000000f0010100 09000000320abf06281203000000edfbe5650c000000320abf0677090a000000caf0e0f2 eaeef1f0eef71c000000fb0240fe0000000000009001000000000402001054696d657320 4e657720526f6d616e00d89ff377e19ff3772020f577f90f66d5040000002d0101000400 0000f001020008000000320a3f0462280100000020fb1c000000fb0240fe000000000000 9001000000cc0402001054696d6573204e657720526f6d616e00d89ff377e19ff3772020 f577f90f66d5040000002d01020004000000f00101000b000000320a3f043b2108000000 e2ebeee6e5ede8ff1c000000fb0240fe0000000000009001000000000402001054696d65 73204e657720526f6d616e00d89ff377e19ff3772020f577f90f66d5040000002d010100 04000000f001020008000000320a3f04d9200100000020eb1c000000fb0240fe00000000 00009001000000cc0402001054696d6573204e657720526f6d616e00d89ff377e19ff377 2020f577f90f66d5040000002d01020004000000f00101000c000000320a3f04d7170a00 0000f4e8ede0edf1eee2fbe51c000000fb0240fe00000000000090010000000004020010 54696d6573204e657720526f6d616e00d89ff377e19ff3772020f577f90f66d504000000 2d01010004000000f00102000b000000320a3f04dc140700000020202020202020ff1c00 0000fb0240fe0000000000009001000000cc0402001054696d6573204e657720526f6d61 6e00d89ff377e19ff3772020f577f90f66d5040000002d01020004000000f00101000b00 0000320a3f04690e08000000f1f0e5e4f1f2e2e01c000000fb0240fe0000000000009001 000000000402001054696d6573204e657720526f6d616e00d89ff377e19ff3772020f577 f90f66d5040000002d01010004000000f00102000b000000320a3f04670b070000002020 2020202020e01c000000fb0240fe0000000000009001000000cc0402001054696d657320 4e657720526f6d616e00d89ff377e19ff3772020f577f90f66d5040000002d0102000400 0000f001010009000000320a3f04220903000000f1f2fc200c000000320a3f0459000a00 0000e7e0e4eeebe6e5ededee1c000000fb0240fe00000000000090010000000004020010 54696d6573204e657720526f6d616e00d89ff377e19ff3772020f577f90f66d504000000 2d01010004000000f001020008000000320a9f0164240200000020201c000000fb0240fe 0000000000009001000000cc0402001054696d6573204e657720526f6d616e00d89ff377 e19ff3772020f577f90f66d5040000002d01020004000000f001010009000000320a9f01 952103000000edfbe5200c000000320a9f01e4180a000000caf0e0f2eaeef1f0eef71c00 0000fb0240fe0000000000009001000000000402001054696d6573204e657720526f6d61 6e00d89ff377e19ff3772020f577f90f66d5040000002d01010004000000f00102000900 0000320a9f019b17030000002020202009000000320a9f01651503000000202020201c00 0000fb0240fe0000000000009001000000cc0402001054696d6573204e657720526f6d61 6e00d89ff377e19ff3772020f577f90f66d5040000002d01020004000000f00101000b00 0000320a9f01bb0d08000000c4e5ede5e6edfbe51c000000fb0240fe0000000000009001 000000000402001054696d6573204e657720526f6d616e00d89ff377e19ff3772020f577 f90f66d5040000002d01010004000000f001020008000000320a9f01e20c020000002020 09000000320a9f013c0a04000000202020201c000000fb0240fe00000000000090010000 00cc0402001054696d6573204e657720526f6d616e00d89ff377e19ff3772020f577f90f 66d5040000002d01020004000000f001010008000000320a9f01780901000000ff200c00 0000320a9f01c9000a000000c4e5e1e8f2eef0f1eae01c000000fb0240fe000000000000 9001000000000402001054696d6573204e657720526f6d616e00d89ff377e19ff3772020 f577f90f66d5040000002d01010004000000f001020008000000320a9f01600001000000 20201c000000fb0240fe0000000000009001000000020402001053796d626f6c0000db0f 0adba0f11200d89ff377e19ff3772020f577f90f66d5040000002d01020004000000f001 010008000000320a9f01ae16010000002b2008000000320a9f01f50b010000002b200a00 000026060f000a00ffffffff0100000000001c000000fb021000070000000000bc020000 00cc0102022253797374656d00d5f90f66d500000a0021008a010000000001000000bcf3 1200040000002d01010004000000f0010200030000000000 (8)2) Коэффициент кредитоспособности:picscalex100010009000003a901000003001c0000000000050000000902000000000500 0000020101000000050000000102ffffff00050000002e0118000000050000000b020000 0000050000000c028004200f1200000026060f001a00ffffffff000010000000c0ffffff b1ffffffe00e0000310400000b00000026060f000c004d617468547970650000e0000800 0000fa0200001000000000000000040000002d0100000500000014025002400005000000 130250022f0e1c000000fb0240fe0000000000009001000000000402001054696d657320 4e657720526f6d616e00d89ff377e19ff3772020f5778e0e667b040000002d0101000800 0000320ac0026a0e010000003b791c000000fb0240fe0000000000009001000000cc0402 001054696d6573204e657720526f6d616e00d89ff377e19ff3772020f5778e0e667b0400 00002d01020004000000f001010008000000320a1f049a0a02000000e2e00c000000320a 1f0429020a000000cee1ffe0f2e5ebfcf1f20b000000320aa601280807000000f0e5e7e5 f0e2fb001c000000fb0240fe0000000000009001000000000402001054696d6573204e65 7720526f6d616e00d89ff377e19ff3772020f5778e0e667b040000002d01010004000000 f001020008000000320aa601bf070100000020e51c000000fb0240fe0000000000009001 000000cc0402001054696d6573204e657720526f6d616e00d89ff377e19ff3772020f577 8e0e667b040000002d01020004000000f001010008000000320aa601df0601000000e8e5 1c000000fb0240fe0000000000009001000000000402001054696d6573204e657720526f 6d616e00d89ff377e19ff3772020f5778e0e667b040000002d01010004000000f0010200 08000000320aa6017d060100000020e51c000000fb0240fe0000000000009001000000cc 0402001054696d6573204e657720526f6d616e00d89ff377e19ff3772020f5778e0e667b 040000002d01020004000000f00101000b000000320aa601590007000000cae0efe8f2e0 eb000a00000026060f000a00ffffffff0100000000001c000000fb021000070000000000 bc02000000cc0102022253797374656d007b8e0e667b00000a0021008a01000000000100 0000e4e31200040000002d01010004000000f0010200030000000000 (9)3) Коэффициент иммобилизации собственного капитала:picscalex1000100090000030302000003001c0000000000050000000902000000000500 0000020101000000050000000102ffffff00050000002e0118000000050000000b020000 0000050000000c02c004e0111200000026060f001a00ffffffff000010000000c0ffffff b1ffffffa0110000710400000b00000026060f000c004d61746854797065000000010800 0000fa0200001000000000000000040000002d0100000500000014025002400005000000 13025002ec101c000000fb0240fe0000000000009001000000000402001054696d657320 4e657720526f6d616e00d89ff377e19ff3772020f577770f66fb040000002d0101000800 0000320ac0022411010000003b791c000000fb0240fe0000000000009001000000cc0402 001054696d6573204e657720526f6d616e00d89ff377e19ff3772020f577770f66fb0400 00002d01020004000000f00101000a000000320a1e048d0b06000000e0eaf2e8e2fb1c00 0000fb0240fe0000000000009001000000000402001054696d6573204e657720526f6d61 6e00d89ff377e19ff3772020f577770f66fb040000002d01010004000000f00102000800 0000320a1e042b0b0100000020ea1c000000fb0240fe0000000000009001000000cc0402 001054696d6573204e657720526f6d616e00d89ff377e19ff3772020f577770f66fb0400 00002d01020004000000f001010008000000320a1e04480902000000fbe50c000000320a 1e0459000a000000c2ede5eee1eef0eef2ed0b000000320aa601870907000000f0e5e7e5 f0e2fb011c000000fb0240fe0000000000009001000000000402001054696d6573204e65 7720526f6d616e00d89ff377e19ff3772020f577770f66fb040000002d01010004000000 f001020008000000320aa6011e090100000020e51c000000fb0240fe0000000000009001 000000cc0402001054696d6573204e657720526f6d616e00d89ff377e19ff3772020f577 770f66fb040000002d01020004000000f001010008000000320aa6013e0801000000e8e5 1c000000fb0240fe0000000000009001000000000402001054696d6573204e657720526f 6d616e00d89ff377e19ff3772020f577770f66fb040000002d01010004000000f0010200 08000000320aa601dc070100000020e51c000000fb0240fe0000000000009001000000cc 0402001054696d6573204e657720526f6d616e00d89ff377e19ff3772020f577770f66fb 040000002d01020004000000f00101000b000000320aa601b70107000000cae0efe8f2e0 eb010a00000026060f000a00ffffffff0100000000001c000000fb021000070000000000 bc02000000cc0102022253797374656d00fb770f66fb00000a0021008a01000000000100 0000e4e31200040000002d01010004000000f0010200030000000000 (10)4) Коэффициент оборачиваемости запасов:picscalex1000100090000035d01000003001c0000000000050000000902000000000500 0000020101000000050000000102ffffff00050000002e0118000000050000000b020000 0000050000000c028004601b1200000026060f001a00ffffffff000010000000c0ffffff b1ffffff201b0000310400000b00000026060f000c004d617468547970650000e0000800 0000fa0200001000000000000000040000002d0100000500000014025002400005000000 13025002721a1c000000fb0240fe0000000000009001000000000402001054696d657320 4e657720526f6d616e00d89ff377e19ff3772020f577f00d66da040000002d0101000800 0000320ac002ad1a010000003b791c000000fb0240fe0000000000009001000000cc0402 001054696d6573204e657720526f6d616e00d89ff377e19ff3772020f577f00d66da0400 00002d01020004000000f00101000a000000320a1f04ba0a06000000c7e0efe0f1fb0b00 0000320aa601941407000000f2eee2e0f0eee2000c000000320aa601e70b0a000000eff0 eee4e0ededfbf5201c000000fb0240fe0000000000009001000000000402001054696d65 73204e657720526f6d616e00d89ff377e19ff3772020f577f00d66da040000002d010100 04000000f001020008000000320aa601850b0100000020ee1c000000fb0240fe00000000 00009001000000cc0402001054696d6573204e657720526f6d616e00d89ff377e19ff377 2020f577f00d66da040000002d01020004000000f001010009000000320aa60140090300 0000f1f2fce00c000000320aa60152000a000000d1e5e1e5f1f2eee8ecee0a0000002606 0f000a00ffffffff0100000000001c000000fb021000070000000000bc02000000cc0102 022253797374656d00daf00d66da00000a0021008a010000000001000000bcf312000400 00002d01010004000000f0010200030000000000 (11)5) Коэффициент оборачиваемости дебиторской задолженности:picscalex1000100090000038002000003001c0000000000050000000902000000000500 0000020101000000050000000102ffffff00050000002e0118000000050000000b020000 0000050000000c02c00400171200000026060f001a00ffffffff000010000000c0ffffff afffffffc01600006f0400000b00000026060f000c004d61746854797065000000010800 0000fa0200001000000000000000040000002d0100000500000014025002400005000000 130250024b161c000000fb0240fe0000000000009001000000000402001054696d657320 4e657720526f6d616e00d89ff377e19ff3772020f577f00f66a1040000002d0101000800 0000320ac0027016010000002e791c000000fb0240fe0000000000009001000000cc0402 001054696d6573204e657720526f6d616e00d89ff377e19ff3772020f577f00f66a10400 00002d01020004000000f001010009000000320a1c04761303000000f1f2fc650c000000 320a1c04a80a0a000000e7e0e4eeebe6e5ededee1c000000fb0240fe0000000000009001 000000000402001054696d6573204e657720526f6d616e00d89ff377e19ff3772020f577 f00f66a1040000002d01010004000000f001020008000000320a1c043f0a0100000020f2 1c000000fb0240fe0000000000009001000000cc0402001054696d6573204e657720526f 6d616e00d89ff377e19ff3772020f577f00f66a1040000002d01020004000000f0010100 08000000320a1c047b0901000000fff20c000000320a1c04c9000a000000c4e5e1e8f2ee f0f1eae00b000000320aa801be0f07000000eff0eee4e0e6e8011c000000fb0240fe0000 000000009001000000000402001054696d6573204e657720526f6d616e00d89ff377e19f f3772020f577f00f66a1040000002d01010004000000f001020008000000320aa8015c0f 0100000020f01c000000fb0240fe0000000000009001000000cc0402001054696d657320 4e657720526f6d616e00d89ff377e19ff3772020f577f00f66a1040000002d0102000400 0000f001010008000000320aa801bf0d02000000eef21c000000fb0240fe000000000000 9001000000000402001054696d6573204e657720526f6d616e00d89ff377e19ff3772020 f577f00f66a1040000002d01010004000000f001020008000000320aa8015d0d01000000 20f208000000320aa801d80c0100000029f208000000320aa801760c0100000020f20800 0000320aa80144070100000028f21c000000fb0240fe0000000000009001000000cc0402 001054696d6573204e657720526f6d616e00d89ff377e19ff3772020f577f00f66a10400 00002d01020004000000f00101000a000000320aa801d70706000000edede5f2f2ee1c00 0000fb0240fe0000000000009001000000000402001054696d6573204e657720526f6d61 6e00d89ff377e19ff3772020f577f00f66a1040000002d01010004000000f00102000800 0000320aa801e2060100000020ed1c000000fb0240fe0000000000009001000000cc0402 001054696d6573204e657720526f6d616e00d89ff377e19ff3772020f577f00f66a10400 00002d01020004000000f00101000b000000320aa801590007000000c2fbf0f3f7eae001 0a00000026060f000a00ffffffff0100000000001c000000fb021000070000000000bc02 000000cc0102022253797374656d00a1f00f66a100000a0021008a010000000001000000 5cf31200040000002d01010004000000f0010200030000000000 (12)Для каждого коэффициента определяют его нормативное значение с учетом специфики отрасли, сравнивают с показателем на предприятии и вычисляют значение функции N:picscalex100010009000003b101000002001c0000000000050000000902000000000500 0000020101000000050000000102ffffff00050000002e0118000000050000000b020000 0000050000000c026002c01b1200000026060f001a00ffffffff000010000000c0ffffff b7ffffff801b0000170200000b00000026060f000c004d61746854797065000060001c00 0000fb0240fe0000000000009001000000000402001054696d6573204e657720526f6d61 6e00d89ff377e19ff3772020f577210e6620040000002d01000008000000320aa001141b 010000002c7908000000320aa001a11702000000323008000000320aa0017e1202000000 323008000000320aa001650d02000000313008000000320aa0017a080200000032350800 0000320aa0017d030200000032351c000000fb0260ff0000000000009001000000000402 001054696d6573204e657720526f6d616e00d89ff377e19ff3772020f577210e66200400 00002d01010004000000f001000008000000320a1002891a01000000353508000000320a 10026b1501000000343508000000320a10024d1001000000333508000000320a1002600b 01000000323508000000320a100251060100000031351c000000fb0240fe000000000000 9001010000000402001054696d6573204e657720526f6d616e00d89ff377e19ff3772020 f577210e6620040000002d01000004000000f001010008000000320aa001761901000000 523508000000320aa001531401000000523508000000320aa0013a0f0100000052350800 0000320aa001480a01000000523508000000320aa0014b0501000000523508000000320a a0014e00010000004e351c000000fb0240fe000000000000900100000002040200105379 6d626f6c0000180b0a60a0f11200d89ff377e19ff3772020f577210e6620040000002d01 010004000000f001000008000000320aa0014e16010000002b3508000000320aa0012b11 010000002b3508000000320aa001430c010000002b3508000000320aa001270701000000 2b3508000000320aa0011702010000003d350a00000026060f000a00ffffffff01000000 00001c000000fb021000070000000000bc02000000cc0102022253797374656d0020210e 662000000a0021008a010000000000000000bcf31200040000002d01000004000000f001 0100030000000000 (13)где picscalex1000100090000038404000003001c0000000000050000000902000000000500 0000020101000000050000000102ffffff00050000002e0118000000050000000b020000 0000050000000c02c004c02b1200000026060f001a00ffffffff000010000000c0ffffff bdffffff802b00007d0400000b00000026060f000c004d61746854797065000000010800 0000fa0200001000000000000000040000002d0100000500000014025002b60305000000 13025002f62a1c000000fb0240fe0000000000009001000000000402001054696d657320 4e657720526f6d616e00d89ff377e19ff3772020f577f40f6671040000002d0101000800 0000320ac002272b010000002e791c000000fb0240fe0000000000009001000000cc0402 001054696d6573204e657720526f6d616e00d89ff377e19ff3772020f577f40f66710400 00002d01020004000000f00101000c000000320a1e041b1e0a000000efeeeae0e7e0f2e5 ebff1c000000fb0240fe0000000000009001000000000402001054696d6573204e657720 526f6d616e00d89ff377e19ff3772020f577f40f6671040000002d01010004000000f001 020008000000320a1e04b91d0100000020791c000000fb0240fe00000000000090010000 00cc0402001054696d6573204e657720526f6d616e00d89ff377e19ff3772020f577f40f 6671040000002d01020004000000f00101000a000000320a1e04d11905000000fdf2eee3 ee001c000000fb0240fe0000000000009001000000000402001054696d6573204e657720 526f6d616e00d89ff377e19ff3772020f577f40f6671040000002d01010004000000f001 020008000000320a1e0468190100000020f21c000000fb0240fe00000000000090010000 00cc0402001054696d6573204e657720526f6d616e00d89ff377e19ff3772020f577f40f 6671040000002d01020004000000f00101000b000000320a1e04d41208000000e7ede0f7 e5ede8e51c000000fb0240fe0000000000009001000000000402001054696d6573204e65 7720526f6d616e00d89ff377e19ff3772020f577f40f6671040000002d01010004000000 f001020008000000320a1e046b120100000020ed1c000000fb0240fe0000000000009001 000000cc0402001054696d6573204e657720526f6d616e00d89ff377e19ff3772020f577 f40f6671040000002d01020004000000f001010008000000320a1e04b51101000000e5ed 0c000000320a1e0481080a000000cdeef0ece0f2e8e2edee1c000000fb0240fe00000000 00009001000000000402001054696d6573204e657720526f6d616e00d89ff377e19ff377 2020f577f40f6671040000002d01010004000000f001020008000000320a9a010a290100 00004eed08000000320a9a0193280100000020ed1c000000fb0240fe0000000000009001 000000cc0402001054696d6573204e657720526f6d616e00d89ff377e19ff3772020f577 f40f6671040000002d01020004000000f001010008000000320a9a01cf2701000000ffed 0c000000320a9a01221f0a000000eff0e5e4eff0e8fff2e81c000000fb0240fe00000000 00009001000000000402001054696d6573204e657720526f6d616e00d89ff377e19ff377 2020f577f40f6671040000002d01010004000000f001020008000000320a9a01c01e0100 000020ed1c000000fb0240fe0000000000009001000000cc0402001054696d6573204e65 7720526f6d616e00d89ff377e19ff3772020f577f40f6671040000002d01020004000000 f00101000c000000320a9a0163160a000000e8e7f3f7e0e5eceee3ee1c000000fb0240fe 0000000000009001000000000402001054696d6573204e657720526f6d616e00d89ff377 e19ff3772020f577f40f6671040000002d01010004000000f001020008000000320a9a01 01160100000020ed1c000000fb0240fe0000000000009001000000cc0402001054696d65 73204e657720526f6d616e00d89ff377e19ff3772020f577f40f6671040000002d010200 04000000f001010009000000320a9a01761303000000e4ebfff71c000000fb0240fe0000 000000009001000000000402001054696d6573204e657720526f6d616e00d89ff377e19f f3772020f577f40f6671040000002d01010004000000f001020008000000320a9a010d13 0100000020eb1c000000fb0240fe0000000000009001000000cc0402001054696d657320 4e657720526f6d616e00d89ff377e19ff3772020f577f40f6671040000002d0102000400 0000f00101000c000000320a9a01040b0a000000efeeeae0e7e0f2e5ebff1c000000fb02 40fe0000000000009001000000000402001054696d6573204e657720526f6d616e00d89f f377e19ff3772020f577f40f6671040000002d01010004000000f001020008000000320a 9a01a20a0100000020eb1c000000fb0240fe0000000000009001000000cc040200105469 6d6573204e657720526f6d616e00d89ff377e19ff3772020f577f40f6671040000002d01 020004000000f00101000b000000320a9a01cf0308000000c7ede0f7e5ede8ff1c000000 fb0260ff0000000000009001000000000402001054696d6573204e657720526f6d616e00 d89ff377e19ff3772020f577f40f6671040000002d01010004000000f001020008000000 320a0a02762a0100000069ed1c000000fb0240fe00000000000090010000000204020010 53796d626f6c0000c40c0acfa0f11200d89ff377e19ff3772020f577f40f667104000000 2d01020004000000f001010008000000320ac0024302010000003ded1c000000fb0260ff 0000000000009001010000000402001054696d6573204e657720526f6d616e00d89ff377 e19ff3772020f577f40f6671040000002d01010004000000f001020008000000320a3003 5c010100000069ed1c000000fb0240fe0000000000009001010000000402001054696d65 73204e657720526f6d616e00d89ff377e19ff3772020f577f40f6671040000002d010200 04000000f001010008000000320ac00247000100000052ed0a00000026060f000a00ffff ffff0100000000001c000000fb021000070000000000bc02000000cc0102022253797374 656d0071f40f667100000a0021008a010000000001000000bcf31200040000002d010100 04000000f0010200030000000000Если N=100, то финансовая ситуация предприятия нормальная, если N>100,
то ситуация хорошая, если N<100, то ситуация на предприятии вызывает беспокойство.В оценке кредитоспособности предприятия и риска его банкротства, многие отечественные и зарубежные экономисты рекомендуют использовать также интегральную оценку финансовой устойчивости на основе скорингового анализа. Методика кредитного скоринга впервые была предложена американским экономистом Д. Дюраном в начале 40-х гг. Сущность этой методики заключается в классификации предприятий по степени риска исходя из фактического уровня показателей финансовой устойчивости и рейтинга каждого показателя, выраженного в баллах на основе экспертных оценок. Рассмотрим простую скоринговую модель с тремя балансовыми показателями (табл.3).Таблица 3Группировка предприятий на классы по уровню платежеспособностиПоказателиГраницы классов согласно критериямI классII классIII классIV классV классРентабельность совокупного капитала, %30 и выше (50 баллов)29,9 - 20 (49,9-35 баллов)19,9-10 (34,9 - 20 баллов)9,9-1 (19,9-5 баллов)менее 1 (0 баллов)Коэффициент текущей ликвидности2,0 и выше (30 баллов)1,99-1,7 (29,9-20 баллов)1,69-1,4 (19,9 -10 баллов)1,39:1,1 (9,9-1 баллов)1 и ниже (0 баллов)Коэффициент финансовой независимости0,7 и выше (20 баллов)0,69-0,45 (19,9- 10 баллов)0,44-0,30 (9,9 -5 баллов)0,29-0,20 (5-1 баллов)менее 0,2 (0 баллов)Границы классов100 баллов и выше99-65 баллов64-35 баллов34-6 баллов0 балловI класс — предприятия с хорошим запасом финансовой устойчивости, позволяющим быть уверенным в возврате заемных средств;II класс — предприятия, демонстрирующие некоторую степень риска по задолженности, но еще не рассматривающиеся как рискованные;III класс –– проблемные предприятия;IV класс — предприятия с высоким риском банкротства даже после принятия мер по финансовому оздоровлению. Кредиторы рискуют потерять свои средства и проценты;V класс — предприятия высочайшего риска, практически несостоятельные.3. Отечественные модели оценки финансового состояния предприятияОднако многие отечественные авторы отмечают, что применение иностранных моделей прогнозирования банкротства в отечественных условиях не принесли достаточно точных результатов.Во-первых, двух- трёхфакторные модели не являются достаточно точными. Точность прогнозирования увеличивается, если во внимание принять большее количество факторов.Во-вторых модели Э. Альтмана, У. Бивера и других содержат значения весовых коэффициентов и пороговых значений комплексных и частных показателей, которые рассчитаны на основе страновых аналитических данных шестидесятых и семидесятых годов. Они не соответствуют современной экономической ситуации в России.В-третьих, различия в специфике экономической ситуации и в организации бизнеса между Россией и развитыми рыночными экономиками оказывают влияние и на сам набор финансовых показателей, используемых в моделях зарубежных авторов. Так, использование формулы Альтмана предполагает наличие активно действующего, вторичного рынка ценных бумаг, на котором может определяться их цена. В условиях неразвитого вторичного рынка ценных бумаг использование четвёртого показателя "Z-счёта" Альтмана — отношения рыночной стоимости всех обычных и привилегированных акций акционерного общества к заёмным средствам теряет свой смысл.В-четвертых, период прогнозирования в рассмотренных моделях колеблется от трёх до пяти лет, а в некоторых моделях срок прогнозирования вообще не указывается. В условиях нестабильной и динамично развивающейся экономики России использование периода прогнозирования, равного пяти годам, как это имеет место в моделях зарубежных авторов, по нашему мнению, преждевременно, и необходимо использовать более короткие промежутки времени (до одного — трех лет).В-пятых, большинство из рассмотренных методик учитывают состояние показателей лишь на момент анализа, а изменения динамики показателей во времени не рассматриваются.В-шестых указанные методики дают возможность определить вероятность приближения банкротства предприятия, однако они не позволяют прогнозировать наступление фазы роста и других фаз жизненного цикла предприятия.В этой связи российские ученый либо создают собственные методики, либо адаптируют иностранные к отечественным условиям.Сначала обратимся к качественным моделям. Отечественные экономисты (А.И. Ковалев, В.П. Привалов) предлагают следующий перечень неформализованных критериев для прогнозирования банкротства предприятия:- неудовлетворительная структура имущества, в первую очередь активов;- замедление оборачиваемости средств предприятия;- сокращение периода погашения кредиторской задолженности при замедлении оборачиваемости текущих активов;- тенденция к вытеснению в составе обязательств дешевых заемных средств дорогостоящими и их неэффективное размещение в активе;- наличие просроченной кредиторской задолженности и увеличение ее удельного веса в составе обязательств предприятия;- значительные суммы дебиторской задолженности, относимые на убытки;- тенденция опережающего роста наиболее срочных обязательств в сравнении с изменением высоколиквидных активов;- устойчивое падение значений коэффициентов ликвидности;- нерациональная структура привлечения и размещения средств, формирование долгосрочных активов за счет краткосрочных источников средств;- убытки, отражаемые в бухгалтерском балансе;- состояние бухгалтерского учета на предприятии.Поэтому были предложены различные способы адаптации "импортных" моделей к условиям переходной экономики, в частности двухфакторной математической модели.В виду этого особый интерес представляют отдельные модели, предложенные российскими учеными:- четырехфакторная модель Иркутской ГЭА;- шестифакторная модель О.П. Зайцевой;- пятифакторная модель Р.С. Сайфуллина и Г.Г. Кадыкова.К сожалению, их применение далеко не всегда гарантирует точность оценки финансового положения компании.В шестифакторной математической модели О.П. Зайцевой предлагается учитывать следующие факторы:- Куп — коэффициент убыточности предприятия, характеризующийся отношением чистого убытка к собственному капиталу;- Кз — соотношение кредиторской и дебиторской задолженности;- Кс — показатель соотношения краткосрочных обязательств и наиболее ликвидных активов, этот коэффициент является обратной величиной показателя абсолютной ликвидности;- Кур — убыточность реализации продукции, характеризующаяся отношением чистого убытка к объёму реализации этой продукции;- Кфр — соотношение заёмного и собственного капитала;- Кзаг — коэффициент загрузки активов как величина, обратная коэффициенту оборачиваемости активов.Комплексный коэффициент банкротства рассчитывается по формуле со следующими весовыми значениями:Ккомпл = 0,25Куп + 0,1Кз + 0,2Кс + 0,25Кур + 0,1Кфр + 0,1Кзаг, (14)Весовые значения частных показателей для условий функционирования российских предприятий были определены экспертным путём, а фактический комплексный коэффициент банкротства следует сопоставить с нормативным, рассчитанным на основе рекомендуемых минимальных значений частных показателей:Куп = 0; Кз = 1; Кс = 7; Кур = 0; Кфр = 0,7; Кзаг = значение Кзаг в предыдущем периоде.Если фактический комплексный коэффициент больше нормативного, то вероятность банкротства велика, а если меньше — то вероятность банкротства мала.Отсутствие в России статистических материалов по организациям-банкротам не позволяет скорректировать методику исчисления весовых коэффициентов и пороговых значений с учётом российских экономических условий, а определение данных коэффициентов экспертным путём, с нашей точки зрения, не обеспечивает их достаточной точности.В частности, определение весовых коэффициентов в модели О.П. Зайцевой является не совсем обоснованным, так как весовые коэффициенты в этой модели были определены без учёта поправки на относительную величину значений частных коэффициентов. Так, нормативное значение показателя соотношения срочных обязательств и наиболее ликвидных активов равно семи, а нормативные значения коэффициента убыточности предприятия и коэффициента убыточности реализации продукции равны нулю. В связи с этим даже небольшие изменения первого из вышеназванных показателей приводят к колебаниям итогового значения, в десятки раз более сильным, чем изменение вышеназванных коэффициентов, хотя, по замыслу автора этой модели, они, наоборот, должны были иметь большее весовое значение по сравнению с соотношением срочных обязательств и наиболее ликвидных активов (табл. 4). Кроме того, при отсутствии у компании по балансу денежных средств, применение данной модели становится совершенно невозможным в виду деления на ноль.Кроме того, на наш взгляд, не было необходимости использовать в данной модели показатели, которые являются обратными величинами (или величинами с обратным знаком) таких хорошо известных коэффициентов, как рентабельность собственного капитала, рентабельность реализации продукции, коэффициент абсолютной ликвидности и коэффициент оборачиваемости активов.Таблица 4Изменение итогового показателя в математической модели О.П. Зайцевой при изменении отдельных индикаторов этой модели Зайцева О.П. Антикризисный менеджмент в российской фирме.//Аваль. (Сибирская финансовая школа). — 1998. — № 11-12.Изменение отдельных индикаторов моделиИзменение итогового показателя1. Изменение рентабельности собственного капитала с 5 до 10 %.0,25*0,1-0,25*0,05=0,01252. Изменение рентабельности реализации продукции с 5 до 10 %0,25*,01-0,25*0,05=0,01253. Изменение коэффициента абсолютной ликвидности с 0,05 до 0,1(1/0,05)*0,2-(1/0,1)*0,2=2Р.С. Сайфуллин и Г.Г. Кадыков предложили использовать для оценки финансового состояния предприятий рейтинговое число:R = 2Ко + 0,1Ктл + 0,08Ки + 0,45Км + Кпр,, (15)где Ко — коэффициент обеспеченности собственными средствами;Ктл — коэффициент текущей ликвидности;Ки — коэффициент оборачиваемости активов;Км — коммерческая маржа (рентабельность реализации продукции);Кпр — рентабельность собственного капитала.При полном соответствии финансовых коэффициентов их минимальным нормативным уровням рейтинговое число будет равно единице, то есть предприятие имеет удовлетворительное финансовое состояние экономики. Финансовое состояние предприятий с рейтинговым числом менее единицы характеризуется как неудовлетворительное.Высокая чувствительность модели Р.С. Сайфулина к изменению доли краткосрочных обязательств объясняется использованием в модели несколько завышенного весового коэффициента для показателя отношения чистого оборотного капитала к активу. В результате никакие реально достижимые показатели текущей ликвидности, деловой активности и прибыльности не могут обеспечить достижения приемлемой величины интегрального показателя.Учеными Иркутской государственной экономической академии предложена своя четырехфакторная модель прогноза риска банкротства (модель R-счета), которая внешне похожа на модель Э. Альтмана для предприятий, акции которых не котируются на бирже:picscalex100010009000003de01000002001c0000000000050000000902000000000500 0000020101000000050000000102ffffff00050000002e0118000000050000000b020000 0000050000000c026002801a1200000026060f001a00ffffffff000010000000c0ffffff b7ffffff401a0000170200000b00000026060f000c004d61746854797065000060001c00 0000fb0240fe0000000000009001000000000402001054696d6573204e657720526f6d61 6e00d89ff377e19ff3772020f577920f6617040000002d01000008000000320aa001ca19 010000002c7908000000320aa0011d1602000000363308000000320aa001ad1501000000 2c3308000000320aa001d41401000000303309000000320aa001980e0300000030353465 08000000320aa001280e010000002c3508000000320aa0014f0d01000000303508000000 320aa001680402000000333808000000320aa001ff03010000002c3808000000320aa001 2d030100000038381c000000fb0260ff0000000000009001000000000402001054696d65 73204e657720526f6d616e00d89ff377e19ff3772020f577920f6617040000002d010100 04000000f001000008000000320a10023c1901000000343808000000320a1002a0120100 0000333808000000320a1002160b01000000323808000000320a10027c07010000003138 1c000000fb0240fe0000000000009001010000cc0402001054696d6573204e657720526f 6d616e00d89ff377e19ff3772020f577920f6617040000002d01000004000000f0010100 08000000320aa001e41701000000ca3808000000320aa0014d1101000000ca3808000000 320aa001be0901000000ca3808000000320aa001360601000000ca381c000000fb0240fe 0000000000009001010000000402001054696d6573204e657720526f6d616e00d89ff377 e19ff3772020f577920f6617040000002d01010004000000f001000008000000320aa001 47000100000052381c000000fb0240fe0000000000009001000000020402001053796d62 6f6c0000b0080a4ca0f11200d89ff377e19ff3772020f577920f6617040000002d010000 04000000f001010008000000320aa0018413010000002b3808000000320aa001ff0b0100 00002b3808000000320aa0015908010000002b3808000000320aa001d601010000003d38 0a00000026060f000a00ffffffff0100000000001c000000fb021000070000000000bc02 000000cc0102022253797374656d0017920f661700000a0021008a010000000001000000 bcf31200040000002d01010004000000f0010000030000000000 (16)гдеК1 = оборотный капитал / актив;К2 = чистая прибыль / собственный капитал;К3 = выручка от реализации / актив;К4 = читая прибыль / затраты на производство и реализацию (себестоимость проданных товаров, коммерческие расходы, управленческие расходы).Вероятность банкротства предприятия в соответствии со значением модели R определяется следующим образом (табл.4).Таблица 4Вероятность банкротстваЗначение RВероятность банкротства, %Менее 0Максимальная (90—100)0—0,18Высокая (60—80)0,18—0,32Средняя (35—50)0,32—0,42Низкая (15—20)Более 0,42Минимальная (до 10)Главным достоинством этих методик является простота их применения. Достаточно располагать необходимыми данными финансовой отчетности, чтобы получить оценку финансового положения компании. К тому же от эксперта не требуется практически никакого специального "багажа" знаний.Большой проблемой для указанных выше отечественных моделей является их неадекватная реакция на изменение доли долгосрочных обязательств в структуре пассивов. В качестве эксперимента проводилось поэтапное наращение объема долгосрочных обязательств при одновременном снижении доли собственного капитала с таким расчетом, чтобы сохранить структурное соотношение всех остальных показателей. В результате было установлено, что с ростом объема долгосрочных источников финансирования, по иркутской модели и модели Р.С.Сайфуллина происходит "улучшение" финансового положения условной компании. По модели О.П. Зайцевой изменение итогового интегрального показателя в сторону ухудшения происходило очень медленными темпами и показало высокую вероятность банкротства только тогда, когда доля собственного капитала снизилась до 5% от совокупной величины пассивов.В целом, говоря о проблематике российских моделей, можно отметить следующие замечания:- использование показателей, дублирующих друг друга (норма прибыли и рентабельность собственного капитала и другие);- использование коэффициентов, отличающихся высокой положительной или отрицательной корреляцией между собой.Наличие этих и других проблем в отечественных методиках прогнозирования банкротства снижает эффективность их применения. Однако даже если предположить, что будут рассчитаны новые веса к данным моделям, получить "универсальный" инструмент все равно не получится в виду отраслевых особенностей ведения бизнеса и "уникальности" каждого отдельно взятого предприятия.ЗаключениеВступление экономики России в рыночные отношения, открытие отечественного рынка для товаров зарубежных предприятий поставили большинство российских организаций в сложное финансовое и экономическое положение. Результатом этого явились рост неплатежеспособности и последующее банкротство организаций.Следует отметить, что в мире не было ни одной организации, которая в той или иной мере в своей производственно-хозяйственной деятельности не испытала на себе кризисные явления, экономические и финансовые проблемы, нередко приводящие к банкротству. Особая острота проявилась и проявляется в России в силу определенных особенностей перехода ее экономики на рыночные отношения. В связи с этим перед руководством организаций, органами государственной и муниципальной власти встают задачи предотвратить кризисные явления и обеспечить устойчивое положение организаций.Важное значение в этом играет диагностика финансового состояния, задачей которой является своевременное выявление проблемных участков в деятельности предприятия и предупреждение наступления кризисного состояния.Своевременная оценка финансового состояния позволяет выработать систему антикризисных мер по предупреждению или ликвидации последствий кризиса.Как мы видим, существует достаточно много методик прогнозирования банкротства. Выбор той или иной методики зависит от конкретных условиях, отрасли хозяйствования, организационной структуры фирмы. Тем не менее, целесообразнее применять и анализировать результаты нескольких моделей для получения более достоверного результата.Список использованной литературы:1. Антикризисное управление. Учебное пособие для технических вузов/под ред. Минаева Е.С. и Панагушина В.П. — М.: Приор. – 2005.2. Жарковская Е.П. Антикризисное управление: учебник. – 3-е изд. – М.: Омега-Л. – 2006. – 356 с.3. Зайцева О.П. Антикризисный менеджмент в российской фирме.//Аваль. (Сибирская финансовая школа). — 1998. — № 11-12.4. Ковалев В.В., Волкова О.Н. Анализ хозяйственной деятельности предприятия: учебник. – М.: проспект. – 2004 . – 421 с.5. Семеней А. Проблемы прогнозирования банкротства на отечественных предприятиях // Люди дела. – 2003. – № 36.6. Рубан Т.Е., Байдаус П.В. Методы прогнозирования банкротства на основе финансовых показателей [Электронный ресурс]. – Режим доступа: http://masters.donntu.edu.ua/publ2003/fem/baidaus.pdf7. Диагностика вероятности банкротства на основе дискриминантных и скоринговых моделей [Электронный ресурс]. – Режим доступа:http://econ.kubsu.ru/phocadownload/lections/accounting/article_analise_o f_bankruptcy.doc8. Межуев И. Проблематика применения моделей прогнозирования банкротсва в российских условиях [Электронный ресурс]. – Режим доступа: http://www.ftcenter.ru/servises/strategy/asection/analysis/2/9. Менеджмент в России и за рубежом [Электронный ресурс]: Анализ методик прогнозирования кризисной ситуации коммерческих организаций с использованием финансовых индикаторов. – Режим доступа: http://www.dis.ru/magaz/manag/annotations/2001/210. Степанова Г.Н. Проблемы диагностики банкротства в антикризисном управлении предприятием [Электронный ресурс]. – Режим доступа: http://www.nesterova.ru/nauch/avt.html

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