<?xml version="1.0" encoding="UTF-8"?>
<records>
  <record>
    <language>eng</language>
    <publisher>Chamber of Financial Auditors of Romania  </publisher>
    <journalTitle>Audit Financiar</journalTitle>
    <issn>18448801</issn>
    <publicationDate>2017-08-01</publicationDate>
    <volume>15</volume>
    <issue>147</issue>
    <startPage>385</startPage>
    <endPage>394</endPage>
    <doi>10.20869/AUDITF/2017/147/385</doi>
    <publisherRecordId>9540</publisherRecordId>
    <documentType>article</documentType>
    <title language="eng">Using fuzzy c-means clustering algorithm in financial health scoring</title>
    <authors>
      <author>
        <name>Furkan BASER</name>
        <email>furkan.baser@ankara.edu.tr</email>
        <affiliationId>9</affiliationId>
      </author>
      <author>
        <name>Soner GOKTEN</name>
        <email>sgokten@ankara.edu.tr</email>
        <affiliationId>10</affiliationId>
      </author>
      <author>
        <name>Pinar OKAN GOKTEN</name>
        <email>pinar.okan@gazi.edu.tr</email>
        <affiliationId>11</affiliationId>
      </author>
    </authors>
    <affiliationsList>
      <affiliationName affiliationId="9">
        Ankara University, Turkey
      </affiliationName>
      <affiliationName affiliationId="10">
        Baskent University, Turkey
      </affiliationName>
      <affiliationName affiliationId="11">
        Gazi University, Turkey
      </affiliationName>
    </affiliationsList>
    <abstract language="eng">
      Classification of firms according to their financial health
is currently one of the major problems in the literature.
To our knowledge, as a first attempt, we suggest using
fuzzy c-means clustering algorithm to produce single
and sensitive financial health scores especially for shortterm
investment decisions by using recently announced
accounting numbers. Accordingly, we show the
calculation of fuzzy financial health scores step by step
by benefit from Piotroski’s criteria of liquidity/solvency,
operating efficiency and profitability for the firms taken
as a sample. The results of correlation analysis indicate
that calculated scores are coherent with short-term price
formations in terms of investors’ behavior and so fuzzy
c-means clustering algorithm could be used to sort firm
in a more sensitive perspective.
    </abstract>
    <fullTextUrl format="pdf">
      http://revista.cafr.ro/temp/Article_9540.pdf
    </fullTextUrl>
    <keywords language="eng">
      <keyword>Accounting numbers</keyword>
      <keyword>financial analysis</keyword>
      <keyword>
financial classification</keyword>
      <keyword>Fuzzy c-means (FCM) clustering
algorithm</keyword>
    </keywords>
  </record>
  <record>
    <language>eng</language>
    <publisher>Chamber of Financial Auditors of Romania  </publisher>
    <journalTitle>Audit Financiar</journalTitle>
    <issn>18448801</issn>
    <publicationDate>2017-08-01</publicationDate>
    <volume>15</volume>
    <issue>147</issue>
    <startPage>395</startPage>
    <endPage>417</endPage>
    <doi>10.20869/AUDITF/2017/147/395</doi>
    <publisherRecordId>9542</publisherRecordId>
    <documentType>article</documentType>
    <title language="eng">The perceived suitability of management accounting information: a contingency based investigation</title>
    <authors>
      <author>
        <name>Ewelina ZARZYCKA</name>
        <email>ezarzycka@uni.lodz.pl</email>
        <affiliationId>7</affiliationId>
      </author>
      <author>
        <name>Justyna DOBROSZEK</name>
        <email>justyna.dobroszek@gmail.com</email>
        <affiliationId>7</affiliationId>
      </author>
      <author>
        <name>Cristina CIRCA</name>
        <email>cristina.circa@e-uvt.ro</email>
        <affiliationId>8</affiliationId>
      </author>
      <author>
        <name>Alina ALMASAN</name>
        <email>alina.almasan@e-uvt.ro</email>
        <affiliationId>8</affiliationId>
      </author>
    </authors>
    <affiliationsList>
      <affiliationName affiliationId="7">
        University of Lodz, Poland
      </affiliationName>
      <affiliationName affiliationId="8">
        West University of Timisoara, Romania
      </affiliationName>
    </affiliationsList>
    <abstract language="eng">
      The current paper aims at testing the existence and the
strength of the relationship between selected variables
and the managers’ assessment of the information
provided by the management accounting system (MAS),
based on a contingency approach. In order to achieve
the objective of the paper, we employed the correlation
analysis with the purpose of investigating the strength of
the relationship between the assessments made by
managers with respect to the suitability of the
management accounting information and certain
variables (the company profile, the manager profile and
the operations of the management accounting
department). In this context, we used the data collected
from randomly selected managers active in companies
located in two Central and Eastern European countries,
i.e. Poland and Romania. We found moderate
relationships to the assessed suitability of the MAS
information only for two of the three variables: the
manager profile – mainly with respect to the managed
department, and the operations of the management
accounting department – mainly with respect to the
frequency of the meetings between the manager and the
management accountant.
    </abstract>
    <fullTextUrl format="pdf">
      http://revista.cafr.ro/temp/Article_9542.pdf
    </fullTextUrl>
    <keywords language="eng">
      <keyword>Managers’ perception</keyword>
      <keyword>management
accounting</keyword>
      <keyword>contingency factors</keyword>
      <keyword>correlations</keyword>
    </keywords>
  </record>
  <record>
    <language>eng</language>
    <publisher>Chamber of Financial Auditors of Romania  </publisher>
    <journalTitle>Audit Financiar</journalTitle>
    <issn>18448801</issn>
    <publicationDate>2017-08-01</publicationDate>
    <volume>15</volume>
    <issue>147</issue>
    <startPage>418</startPage>
    <endPage>429</endPage>
    <doi>10.20869/AUDITF/2017/147/418</doi>
    <publisherRecordId>9543</publisherRecordId>
    <documentType>article</documentType>
    <title language="eng">Bankruptcy risk prediction models based on artificial neural networks</title>
    <authors>
      <author>
        <name>Doina PRODAN-PALADE </name>
        <email>doina_prodan_palade@bau.edu.jo</email>
        <affiliationId>6</affiliationId>
      </author>
    </authors>
    <affiliationsList>
      <affiliationName affiliationId="6">
        Alexandru Ioan Cuza University, Iasi, Romania
      </affiliationName>
    </affiliationsList>
    <abstract language="eng">
      The purpose of this research is to study the ability of
artificial neural networks to forecast the companies’ risk
of financial distress. We predicted the bankruptcy risk
using the associated financial ratios (overall liquidity
ratio and the overall solvency ratio) and two artificial
neural network models based on the backpropagation
algorithm. The proposed models were implemented and
tested using the PyBrain software and have been
applied to 55 companies listed on the Bucharest Stock
Exchange during 2010-2014. After a total of 19,944
iterations for the learning stage, the two algorithms
converged and the errors obtained during the tests
reached the fixed target. The empirical results showed
that the artificial neural network models are efficient and
reliable in detecting the risk of bankruptcy. The artificial
neural networks are very useful in economic analysis
when the complexity of data makes it difficult to
implement functions that proper describe the link
between economic variables. The use of the neural
networks method for predicting the risk of bankruptcy is
less common in Romania. This study intends to fill this
gap in the literature and we believe it could be of interest
not only for the companies listed on the stock exchange,
but also for investors, shareholders and banks.
    </abstract>
    <fullTextUrl format="pdf">
      http://revista.cafr.ro/temp/Article_9543.pdf
    </fullTextUrl>
    <keywords language="eng">
      <keyword>Artificial Neural Networks; backpropagation;
bankruptcy risk; overall liquidity ratio; overall solvency
ratio</keyword>
    </keywords>
  </record>
  <record>
    <language>eng</language>
    <publisher>Chamber of Financial Auditors of Romania  </publisher>
    <journalTitle>Audit Financiar</journalTitle>
    <issn>18448801</issn>
    <publicationDate>2017-08-01</publicationDate>
    <volume>15</volume>
    <issue>147</issue>
    <startPage>430</startPage>
    <endPage>439</endPage>
    <doi>10.20869/AUDITF/2017/147/430</doi>
    <publisherRecordId>9544</publisherRecordId>
    <documentType>article</documentType>
    <title language="eng">Performance audit in public institutions in the Czech Republic</title>
    <authors>
      <author>
        <name>Richard POSPISIL</name>
        <email>richard.pospisil@upol.cz</email>
        <affiliationId>5</affiliationId>
      </author>
    </authors>
    <affiliationsList>
      <affiliationName affiliationId="5">
        Department of Applied Economics, Palacky University of Olomouc, Czech Republic
      </affiliationName>
    </affiliationsList>
    <abstract language="eng">
      Public economics examine the influence of the state on
economic equality and efficiency, and on conduction of
business entities in connection with the various tax
systems and individual behavior in private consumption.
Long-term sustainability of public finances is in the
interests of society as a whole and therefore is
interesing for scientific research worldwide. From a
budgetary perspective, the public economy in the Czech
Republic is characterized mainly by the state budget,
6,249 municipal budgets and 14 budgets of local
government units. These all units are together subject to
annual statutory audit, which mainly represents the
analysis of the system of the audit informative and
monitoring indicators. Analyzed data and indicators were
obtained from sources of Czech Statistical Institute and
Czech Ministry of Finance with the follow use of absolute
and relative indicators applied for each size group of
public budget entity. On this basis the paper suggests
possible changes and consolidation of municipal and
local government budgets in the Czech Republic.
    </abstract>
    <fullTextUrl format="pdf">
      http://revista.cafr.ro/temp/Article_9544.pdf
    </fullTextUrl>
    <keywords language="eng">
      <keyword>Audit</keyword>
      <keyword>municipality</keyword>
      <keyword>local government unit</keyword>
      <keyword>
public budget</keyword>
      <keyword>debt</keyword>
      <keyword>deficit.</keyword>
    </keywords>
  </record>
  <record>
    <language>eng</language>
    <publisher>Chamber of Financial Auditors of Romania  </publisher>
    <journalTitle>Audit Financiar</journalTitle>
    <issn>18448801</issn>
    <publicationDate>2017-08-01</publicationDate>
    <volume>15</volume>
    <issue>147</issue>
    <startPage>440</startPage>
    <endPage>450</endPage>
    <doi>10.20869/AUDITF/2017/147/440</doi>
    <publisherRecordId>9545</publisherRecordId>
    <documentType>article</documentType>
    <title language="eng">The evolution of the internal auditing function in the context of corporate transparency</title>
    <authors>
      <author>
        <name>Melinda Timea Fülöp</name>
        <email>fulop_melinda@yahoo.de</email>
        <affiliationId>4</affiliationId>
      </author>
      <author>
        <name>Szabolcs Vilmos Szekely</name>
        <email>szekely_szv@yahoo.com</email>
        <affiliationId>4</affiliationId>
      </author>
    </authors>
    <affiliationsList>
      <affiliationName affiliationId="4">
        Babeş-Bolyai University, Cluj-Napoca, Romania
      </affiliationName>
    </affiliationsList>
    <abstract language="eng">
      The study presents relevant aspects concerning the
evolution of internal auditing, after the economic
recession. The reasons that persuaded the authors to
tackle the evolution of the internal auditing function are
the timeliness actuality and importance given to internal
auditing in the post-economic crisis period. Therefore, at
the level of published literature, a series of studies
concerning the evolution of internal auditing and its role
were analysed. Following the conceptual delimitation
and the presentation of the study concerning the
published literature, the authors undertook a qualitative
study, which covered the perspectives of the internal
auditing function. The result of this analysis indicates
that even though a series of changes have been
undertaken concerning the function of internal auditing,
in the recent period, the role and the importance of this
function inside the entities will change.
    </abstract>
    <fullTextUrl format="pdf">
      http://revista.cafr.ro/temp/Article_9545.pdf
    </fullTextUrl>
    <keywords language="eng">
      <keyword>Internal audit</keyword>
      <keyword>IIA</keyword>
      <keyword>governance</keyword>
      <keyword>evolution</keyword>
    </keywords>
  </record>
  <record>
    <language>eng</language>
    <publisher>Chamber of Financial Auditors of Romania  </publisher>
    <journalTitle>Audit Financiar</journalTitle>
    <issn>18448801</issn>
    <publicationDate>2017-08-01</publicationDate>
    <volume>15</volume>
    <issue>147</issue>
    <startPage>451</startPage>
    <endPage>468</endPage>
    <doi>10.20869/AUDITF/2017/147/451</doi>
    <publisherRecordId>9546</publisherRecordId>
    <documentType>article</documentType>
    <title language="eng">The Excel Data Mining Add-in. Applications in audit and financial reports</title>
    <authors>
      <author>
        <name>Dinu AIRINEI</name>
        <email>adinu@uaic.ro</email>
        <affiliationId>2</affiliationId>
      </author>
      <author>
        <name>Daniel HOMOCIANU</name>
        <email>daniel.homocianu@feaa.uaic.ro</email>
        <affiliationId>3</affiliationId>
      </author>
    </authors>
    <affiliationsList>
      <affiliationName affiliationId="2">
        Alexandru Ioan Cuza University of Iasi, Romania
      </affiliationName>
      <affiliationName affiliationId="3">
        Alexandru Ioan Cuza” University of Iasi, Romania
      </affiliationName>
    </affiliationsList>
    <abstract language="eng">
      Performance reasons in decision making based on
business data usually requires a good management of
multiple data formats and also processing speed,
flexibility, portability, automation, power of suggestion
and ease of use. The paper comes with theoretical ideas
and practical examples in favor of using the Excel Data
Mining Add-in’s for the aforementioned reasons. Most of
the examples include figures linked to video scenarios
constructed by the authors and part of an interactive online
list with eighteen pieces. Together they contribute to
understanding most of the requirements to fulfill in order
to have valid examples and useful results
    </abstract>
    <fullTextUrl format="pdf">
      http://revista.cafr.ro/temp/Article_9546.pdf
    </fullTextUrl>
    <keywords language="eng">
      <keyword>business and financial data</keyword>
      <keyword>spreadsheets</keyword>
      <keyword>
Data Mining (DM)</keyword>
      <keyword>examples</keyword>
    </keywords>
  </record>
  <record>
    <language>eng</language>
    <publisher>Chamber of Financial Auditors of Romania  </publisher>
    <journalTitle>Audit Financiar</journalTitle>
    <issn>18448801</issn>
    <publicationDate>2017-08-01</publicationDate>
    <volume>15</volume>
    <issue>147</issue>
    <startPage>469</startPage>
    <endPage>478</endPage>
    <doi>10.20869/AUDITF/2017/147/469</doi>
    <publisherRecordId>9547</publisherRecordId>
    <documentType>article</documentType>
    <title language="eng">Required conditionalities in applying public choice theory in the field of public utility services</title>
    <authors>
      <author>
        <name>Alexandru BOCIU</name>
        <email>alex_bociu@yahoo.com</email>
        <affiliationId>1</affiliationId>
      </author>
    </authors>
    <affiliationsList>
      <affiliationName affiliationId="1">
        West University of Timisoara, Romania
      </affiliationName>
    </affiliationsList>
    <abstract language="eng">
      Adapting public policies on public utilities to collective
expectations of the population has always been a
challenge for both central and local public authorities in
Romania. The present article aims to highlight issues of
applicability limits of the theory of public choice. The
general objective of this research is to prove that the
practicability of public choice requires conditionality of
financial affordability. In this regard we use a theoretical
analysis on the possibility and conditions of use of the
theory of public choice in practice and an empirical
analysis based on statistical data which illustrates an up to
date comparison of the payment capacity of the sanitation
services, adapted to European standards, of the
population of the four counties of the Western Region of
Romania, Timis, Arad, Caras-Severin and Hunedoara. We
considered relevant to our study official statistics on the
age structure of the population, employment,
unemployment, social assisted individuals, students and
pensioners and the average income of all these
categories. The analysis results indicate that there are
major discrepancies of the payment capacity and financial
endurance between the population of the four counties and
that the substantiation of charging public services using
the principles of public choice would be unsustainable
financially for a large part of the population. After clarifying
these issues, the main conclusion of the study is that
public choice theory application using the majority’s
autonomy is possible only through an association of
financial affordability barriers. The relevance of the study is
to address and propose solutions to the difficult context
crossed by Romanian public authorities to find integrated
solutions, so as to develop community services at
European level, but at the same time to remain in the
sphere of needs and payment possibilities of citizens.
    </abstract>
    <fullTextUrl format="pdf">
      http://revista.cafr.ro/temp/Article_9547.pdf
    </fullTextUrl>
    <keywords language="eng">
      <keyword>Public choice theory</keyword>
      <keyword>development
associations</keyword>
      <keyword>Western region</keyword>
      <keyword>public policy</keyword>
      <keyword>policymakers</keyword>
    </keywords>
  </record>
</records>
