Empirical Evidence on the Development and Digitalization of the Accounting and Finance Profession in Europe
Abstract
:1. Introduction
2. Literature Review
3. Materials and Methods
3.1. Data Collection
- European associations: Accountancy Europe, CFE Tax Advisers Europe, European Federation of Financial Analysts Society (EFFAS), European Accounting Association (EAA), European Confederation of Institutes of Internal Auditing (ECIIA), European Group of Valuers’ Associations (TEGOVA), the European Association of Corporate Treasurers (EACT), the Federation of European Risk Management Associations (FERMA), the European Organization of Supreme Audit Institutions (EUROSAI).
- International federations: International Federation of Accountants (IFAC) Global Impact Map, International Forum of Independent Audit Regulators (IFIAR), Global Accounting Alliance (GAA), International Association of Restructuring, Insolvency & Bankruptcy Professionals (INSOL), International Organization of Supreme Audit Institutions (INTOSAI), International Group of Treasury Associations (IGTA), Chartered Global Management Accountant (CGMA).
- The services provided by accounting professionals to other stakeholders, especially their clients (accounting services); and
- The services and benefits provided by accounting associations to their members (professional membership services).
3.2. Proposed Indicators for the Comparative Analysis
3.3. Group Analysis on Country Classifications
3.4. Regression Analysis: Model and Procedure
4. Results
5. Discussion and Conclusions
Author Contributions
Funding
Data Availability Statement
Conflicts of Interest
Appendix A
Country | orgcount | Totalserv | CAS | EMB | DAP | Region | GCI | WBCa |
---|---|---|---|---|---|---|---|---|
Albania | 5 | 9 | 0.45 | 2.21 | 2.66 | Southern | 57.6 | M |
Austria | 11 | 32 | 2.62 | 4.43 | 7.05 | Central | 76.6 | H |
Belgium | 10 | 29 | 2.76 | 3.93 | 6.68 | Western | 76.4 | H |
Bosnia and Herzegovina | 6 | 14 | 0.82 | 3.29 | 4.10 | Southern | 54.7 | M |
Bulgaria | 6 | 14 | 1.17 | 2.00 | 3.17 | Southern | 64.9 | M |
Croatia | 7 | 26 | 2.79 | 3.07 | 5.86 | Southern | 61.9 | H |
Cyprus | 5 | 13 | 1.30 | 1.79 | 3.09 | Southern | 66.4 | H |
Denmark | 7 | 25 | 2.68 | 3.21 | 5.89 | Northern | 81.2 | H |
Estonia | 5 | 18 | 1.98 | 2.36 | 4.34 | Eastern | 70.9 | H |
Finland | 8 | 26 | 2.28 | 3.14 | 5.42 | Northern | 80.2 | H |
France | 21 | 42 | 1.80 | 9.21 | 11.01 | Western | 78.8 | H |
Germany | 13 | 35 | 2.15 | 5.79 | 7.94 | Central | 81.8 | H |
Greece | 7 | 16 | 1.37 | 2.71 | 4.09 | Southern | 62.6 | H |
Hungary | 6 | 22 | 2.02 | 2.43 | 4.45 | Central | 65.1 | H |
Iceland | 3 | 6 | 0.50 | 1.29 | 1.79 | Northern | 74.7 | H |
Ireland | 10 | 24 | 1.68 | 4.64 | 6.32 | Western | 75.1 | H |
Italy | 14 | 43 | 2.92 | 5.50 | 8.42 | Southern | 71.5 | H |
Latvia | 6 | 15 | 1.25 | 2.64 | 3.89 | Eastern | 67.0 | H |
Lithuania | 8 | 14 | 0.79 | 3.21 | 4.00 | Eastern | 68.4 | H |
Luxembourg | 6 | 8 | 0.47 | 2.07 | 2.54 | Western | 77.0 | H |
Malta | 5 | 8 | 0.48 | 1.86 | 2.34 | Southern | 68.5 | H |
Montenegro | 6 | 14 | 0.70 | 2.57 | 3.27 | Southern | 60.8 | M |
North Macedonia | 5 | 11 | 0.88 | 2.07 | 2.95 | Southern | 57.3 | M |
Norway | 7 | 23 | 2.14 | 2.57 | 4.71 | Northern | 78.1 | H |
Poland | 8 | 16 | 1.10 | 4.00 | 5.10 | Central | 68.9 | H |
Portugal | 12 | 30 | 1.88 | 5.79 | 7.66 | Southern | 70.4 | H |
Rep. of Moldova | 2 | 4 | 0.30 | 0.79 | 1.09 | Eastern | 56.7 | M |
Romania | 10 | 18 | 0.33 | 5.14 | 5.48 | Southern | 64.4 | M |
Russia | 13 | 24 | 1.20 | 5.57 | 6.77 | Eastern | 66.7 | M |
Serbia | 5 | 20 | 2.40 | 2.86 | 5.26 | Southern | 60.9 | M |
Slovakia | 6 | 14 | 1.05 | 2.71 | 3.76 | Central | 66.8 | H |
Slovenia | 7 | 18 | 1.54 | 3.00 | 4.54 | Central | 70.2 | H |
Spain | 15 | 47 | 2.98 | 6.79 | 9.76 | Southern | 75.3 | H |
Sweden | 8 | 30 | 2.63 | 3.93 | 6.55 | Northern | 81.2 | H |
Switzerland | 8 | 36 | 3.60 | 3.64 | 7.24 | Central | 82.3 | H |
The Czech Rep. | 11 | 42 | 3.05 | 5.64 | 8.70 | Central | 70.9 | H |
The Netherlands | 16 | 41 | 2.18 | 8.29 | 10.46 | Western | 82.4 | H |
Turkey | 6 | 17 | 1.70 | 2.50 | 4.20 | Southern | 62.1 | M |
U.K. | 15 | 61 | 3.66 | 10.00 | 13.66 | Western | 81.2 | H |
Ukraine | 8 | 32 | 2.40 | 4.93 | 7.33 | Eastern | 57.0 | M |
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Abbreviation | Indicator | Source |
---|---|---|
orgcount | Total number of professional associations in European countries | Authors’ calculation |
accserv | Total number of accounting services in European countries | Authors’ calculation |
ASC | The degree of accounting service coverage | Authors’ calculation |
PCO | The degree of overlap in professional coverage | Authors’ calculation |
CAS | The complexity of accounting services | Authors’ calculation |
MSC | The membership service coverage | Authors’ calculation |
EMB | The extent of membership benefit and services | Authors’ calculation |
APM | The average provision of membership services and benefits | Authors’ calculation |
DAP | The development of the accounting profession in a country | Authors’ calculation |
Region | The region from Europe where the country belongs | The CIA World Factbook |
Gdppc | Real GDP per capita (2019) in USD | The CIA World Factbook |
Pop | Population as of July 2021 | The CIA World Factbook |
GCI | The Global Competitiveness Index 4.0 2019 | World Economic Forum |
ECI | Economic Complexity Index (Country complexity ranking) | Harvard University |
WDCR | World Digital Competitiveness Ranking 2022 | IMD.org |
WBC | World Bank country classification by income (1 for high-income countries, 0 for middle-income countries) | World Bank |
EUR | The currency of the country (1 if EUR, 0 otherwise) | The CIA World Factbook |
Type of Professional Services | Minimum Number per Countries | Maximum Number per Countries | Number of Countries Having This Service | Number of Associations Regulating This Service |
---|---|---|---|---|
Accounting and financial reporting | 1 | 7 | 40 | 196 |
External audit | 1 | 8 | 40 | 260 |
Tax accounting | 0 | 6 | 29 | 112 |
Treasury management | 0 | 2 | 22 | 57 |
Financial analysis | 0 | 5 | 21 | 90 |
Financial consultancy | 0 | 7 | 30 | 131 |
Management accounting | 0 | 4 | 16 | 41 |
Internal audit | 0 | 3 | 36 | 104 |
Controlling | 0 | 5 | 28 | 96 |
Risk management | 0 | 2 | 25 | 57 |
Compliance and corporate governance | 0 | 5 | 25 | 90 |
Real estate valuation | 0 | 8 | 32 | 132 |
Accounting for restructuring, mergers, acquisitions, or insolvency | 0 | 3 | 14 | 45 |
Mediation | 0 | 3 | 8 | 21 |
Information systems audit and assurance | 0 | 2 | 19 | 50 |
Forensic accounting and court testimonies | 0 | 2 | 22 | 52 |
Public sector accounting and auditing | 1 | 4 | 40 | 135 |
Asset management | 0 | 2 | 8 | 20 |
Accounting education | 0 | 6 | 17 | 65 |
Non-financial communication and integrated reporting | 0 | 4 | 17 | 77 |
Membership Services and Benefits | Total Number in Europe | Minimum Number/Country | Maximum Number/Country | Average Number of Membership Services/Country |
---|---|---|---|---|
Public registry | 183 | 1 | 13 | 4.58 |
Training | 232 | 1 | 16 | 5.80 |
Apprenticeship | 90 | 0 | 8 | 2.25 |
Exams | 172 | 1 | 14 | 4.30 |
Standard-setting | 129 | 0 | 8 | 3.23 |
Quality control | 199 | 2 | 12 | 4.98 |
Legal protection | 63 | 0 | 8 | 1.58 |
Technical support | 221 | 0 | 14 | 5.53 |
Research | 141 | 0 | 12 | 3.53 |
Forum | 211 | 0 | 19 | 5.28 |
Digitalization | 70 | 0 | 10 | 1.75 |
Job market | 77 | 0 | 11 | 1.93 |
Collaboration | 269 | 2 | 13 | 6.73 |
Other benefits | 93 | 0 | 8 | 2.33 |
TOTAL | 2150 | - | - | - |
Indicator | Count | Mean | SD | Min. (Country) | Max. (Country) |
---|---|---|---|---|---|
orgcount | 40 | 8.43 | 3.95 | 2.00 | 21.00 (France) |
accserv | 40 | 23.43 | 12.73 | 4.00 | 61.00 (U.K.) |
ASC | 40 | 0.61 | 0.21 | 0.15 | 0.95 |
PCO | 40 | 2.72 | 0.86 | 0.56 | 4.50 (Switzerland) |
CAS | 40 | 1.75 | 0.94 | 0.30 | 3.66 (U.K.) |
MSC | 40 | 0.88 | 0.13 | 0.57 | 1.00 |
EMB | 40 | 3.84 | 2.08 | 0.79 | 10.00 (U.K.) |
APM | 40 | 0.45 | 0.07 | 0.33 | 0.67 (U.K.) |
DAP | 40 | 5.59 | 2.70 | 1.09 | 13.66 (U.K.) |
gdppc | 40 | 40,586.00 | 20,429.95 | 12,810.00 | 113,900.00 (Luxembourg) |
population | 40 | 20,500,652 | 30,869,445 | 354,234 | 142,320,790 (Russia) |
GCI | 40 | 69.87 | 8.25 | 54.70 | 82.40 (The Netherlands) |
ECI | 36 | 0.98 | 0.63 | −0.44 | 2.13 (Switzerland) |
WDCR | 31 | 69.83 | 15.86 | 44.36 | 100 (Denmark) |
Indicator | orgcount | TotalServ | ASC | PCO | CAS | MSC | EMB | APM | DAP | gdppc | pop | GCI | ECI | WDCR |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
orgcount | 1 | |||||||||||||
accserv | 0.83 ** | 1 | ||||||||||||
ASC | 0.79 ** | 0.89 ** | 1 | |||||||||||
PCO | 0.07 | 0.56 ** | 0.50 ** | 1 | ||||||||||
CAS | 0.49 ** | 0.85 ** | 0.85 ** | 0.87 ** | 1 | |||||||||
MSC | 0.63 ** | 0.65 ** | 0.75 ** | 0.33 * | 0.60 ** | 1 | ||||||||
EMB | 0.95 ** | 0.88 ** | 0.74 ** | 0.17 | 0.52 ** | 0.63 ** | 1 | |||||||
APM | 0.28 | 0.48 ** | 0.24 | 0.38 * | 0.36 * | 0.33 * | 0.55 ** | 1 | ||||||
DAP | 0.90 ** | 0.97 ** | 0.87 ** | 0.43 ** | 0.75 ** | 0.69 ** | 0.96 ** | 0.55 ** | 1 | |||||
gdppc | 0.23 | 0.21 | 0.30 | 0.03 | 0.23 | 0.38 * | 0.15 | −0.22 | 0.20 | 1 | ||||
population | 0.59 ** | 0.46 ** | 0.40 ** | 0 | 0.21 | 0.43 ** | 0.57 ** | 0.20 | 0.51 ** | −0.09 | 1 | |||
GCI | 0.53 ** | 0.57 ** | 0.62 ** | 0.27 | 0.54 ** | 0.55 ** | 0.47 ** | −0.02 | 0.55 ** | 0.78 ** | 0.12 | 1 | ||
ECI | 0.39 * | 0.56 ** | 0.62 ** | 0.40 * | 0.59 ** | 0.52 ** | 0.39 * | 0.17 | 0.51 ** | 0.64 ** | 0.02 | 0.70 ** | 1 | |
WDCR | 0.16 | 0.35 | 0.32 | 0.43 * | 0.46 ** | 0.28 | 0.19 | 0.23 | 0.31 | 0.51 ** | −0.09 | 0.86 ** | 0.37 | 1 |
Indicator | High Income (n = 29) | Middle Income (n = 11) | df | t | p | Cohen’s d | ||
---|---|---|---|---|---|---|---|---|
M | SD | M | SD | |||||
orgcount | 9.14 | 4.10 | 6.55 | 2.91 | 25.51 | 2.23 * | 0.035 | 0.73 |
accserv | 26.21 | 13.27 | 16.09 | 7.56 | 31.63 | 3.01 ** | 0.005 | 0.94 |
ASC | 0.67 | 0.20 | 0.45 | 0.17 | 20.90 | 3.38 ** | 0.003 | 1.19 |
PCO | 2.84 | 0.79 | 2.39 | 0.98 | 15.21 | 1.38 | 0.187 | 0.51 |
CAS | 1.99 | 0.90 | 1.12 | 0.75 | 21.49 | 3.06 ** | 0.006 | 1.05 |
MSC | 0.91 | 0.10 | 0.79 | 0.15 | 13.42 | 2.47 * | 0.028 | 0.94 |
EMB | 4.13 | 2.22 | 3.08 | 1.51 | 26.70 | 1.70 | 0.101 | 0.55 |
APM | 0.44 | 0.06 | 0.46 | 0.87 | 14.34 | −0.85 | 0.411 | 0.03 |
DAP | 6.11 | 2.80 | 4.21 | 1.86 | 27.32 | 2.49 * | 0.019 | 0.80 |
gdppc | 48,411.66 | 18,332.60 | 19,954.73 | 6398.79 | 37.92 | 7.27 *** | 0.001 | 2.07 |
pop | 17,357,956 | 23,662,661 | 28,785,942 | 45.215,765 | 12.14 | −0.80 | 0.440 | 0.32 |
GCI | 73.51 | 6.29 | 60.28 | 3.93 | 29.07 | 7.96 *** | 0.001 | 2.52 |
ECI | 1.21 | 0.52 | 0.37 | 0.49 | 17.35 | 4.54 *** | 0.001 | 1.66 |
Indicator | Eurozone (n = 19) | Non-Eurozone (n = 21) Base Category | df | t | p | Cohen’s d | ||
---|---|---|---|---|---|---|---|---|
M | SD | M | SD | |||||
orgcount | 9.74 | 4.47 | 7.24 | 3.05 | 31.33 | 2.04 * | 0.049 | 0.65 |
accserv | 24.89 | 12.45 | 22.10 | 13.14 | 37.91 | 0.69 | 0.493 | 0.22 |
ASC | 0.67 | 0.21 | 0.56 | 0.21 | 37.30 | 1.42 | 0.094 | 0.52 |
PCO | 2.53 | 0.57 | 2.88 | 1.04 | 31.82 | −1.38 | 0.178 | 0.42 |
CAS | 1.76 | 0.77 | 1.74 | 1.09 | 35.98 | 0.08 | 0.939 | 0.02 |
MSC | 0.91 | 0.10 | 0.85 | 0.15 | 34.43 | 1.51 | 0.140 | 0.47 |
EMB | 4.20 | 2.18 | 3.51 | 1.99 | 36.66 | 1.05 | 0.302 | 0.33 |
APM | 0.42 | 0.05 | 0.47 | 0.08 | 31.86 | −2.18 * | 0.037 | 0.75 |
DAP | 5.96 | 2.68 | 5.25 | 2.73 | 37.72 | 0.84 | 0.408 | 0.26 |
gdppc | 48,627.16 | 20,593.13 | 33,310.67 | 17,754.53 | 35.79 | 2.51 * | 0.017 | 0.80 |
pop | 18,052,616 | 25,600,007 | 22,715,524 | 35,461,677 | 36.30 | −0.48 | 0.634 | 0.15 |
GCI | 72.96 | 5.73 | 67.08 | 9.28 | 33.75 | 2.44 * | 0.020 | 0.76 |
ECI | 1.12 | 0.52 | 0.85 | 0.71 | 32.71 | 1.30 | 0.202 | 0.43 |
Indicator | Central and Eastern (n = 14) | Western and Northern (n = 11) | Southern (n = 15) | One-Way ANOVA F | |||
---|---|---|---|---|---|---|---|
M | SD | M | SD | M | SD | ||
orgcount | 8.00 | 3.11 | 10.09 | 5.22 | 7.60 | 3.44 | 1.41 |
accserv | 23.00 | 10.82 | 28.64 | 15.46 | 20.00 | 11.73 | 1.51 |
ASC | 0.60 | 0.19 | 0.70 | 0.22 | 0.56 | 0.22 | 1.43 |
PCO | 2.87 | 0.89 | 2.82 | 0.84 | 2.49 | 0.84 | 0.85 |
CAS | 1.78 | 0.92 | 2.06 | 0.94 | 1.48 | 0.93 | 1.30 |
MSC | 0.88 | 0.14 | 0.92 | 0.10 | 0.83 | 0.13 | 1.61 |
EMB | 3.65 | 1.47 | 4.75 | 3.00 | 3.34 | 1.63 | 1.58 |
APM | 0.45 | 0.05 | 0.45 | 0.08 | 0.44 | 0.07 | 0.23 |
DAP | 5.44 | 2.10 | 6.82 | 3.59 | 4.82 | 2.25 | 1.86 |
gdppc | 36,710.29 ab | 15,254.06 | 62,057.36 a | 20,697.74 | 28,457.67 b | 10,285.51 | 15.76 ** |
pop | 25,615,965 | 40,424,859 | 17,977,605 | 24,997,941 | 17,579,395 | 25,504,735 | 0.28 |
GCI | 69.23 a | 7.50 | 78.75 b | 2.68 | 63.95 a | 5.69 | 20.58 ** |
ECI | 1.15 ab | 0,.4 | 1.26 a | 0.33 | 0.58 b | 0.48 | 4.96 * |
Dependent: DAP | Factors | Unstandardized Coef. | Standardized Coef. (Beta) | t | Sig. | Adj. R2 | |
---|---|---|---|---|---|---|---|
B | Std. Error | ||||||
1 | constant | −22.05 ** | 4.368 | n/a | −5.048 | 0.001 | 0.630 |
gdppc | −0.00025 | 0 | −1.168 | −0.769 | 0.448 | ||
ln(pop) | 1.069 ** | 0.243 | 0.540 | 4.506 | 0.001 | ||
GCI | 0.932 | 0.946 | 0.479 | 1.911 | 0.066 | ||
High income | 0.932 | 0.946 | 0.162 | 0.985 | 0.333 | ||
ECI | 0.291 | 0.614 | 0.071 | 0.475 | 0.638 | ||
2 | constant | −22.73 ** | 4.074 | n/a | −5.579 | 0.001 | 0.639 |
gdppc | −0.00024 | 0 | −1.157 | −0.733 | 0.469 | ||
ln(pop) | 1.114 ** | 0.237 | 0.549 | 4.699 | 0.001 | ||
GCI | 0.156 * | 0.075 | 0.504 | 2.080 | 0.046 | ||
High income | 1.038 | 0.908 | 0.180 | 1.143 | 0.262 | ||
3 | constant | −21.415 ** | 3.631 | n/a | −5.898 | 0.001 | 0.644 |
ln(pop) | 1.155 ** | 0.229 | 0.569 | 5.052 | 0.001 | ||
GCI | 0.115 * | 0.050 | 0.372 | 2.312 | 0.027 | ||
High income | 0.963 | 0.896 | 0.167 | 1.075 | 0.291 | ||
4 | constant | −22.06 ** | 3.589 | n/a | −6.147 | 0.001 | 0.643 |
ln(pop) | 1.062 ** | 0.212 | 0.523 | 5.006 | 0.001 | ||
GCI | 0.156 ** | 0.032 | 0.503 | 4.809 | 0.001 |
Dependent: DAP | Factors | Unstandardized Coef. | Standardized Coef. (Beta) | t | Sig. | Adj. R2 | |
---|---|---|---|---|---|---|---|
B | Std. Error | ||||||
1 | constant | −23.486 ** | 4.859 | −4.833 | 0.001 | 0.588 | |
gdppc | −0.0000575 | 0 | −0.032 | −0.171 | 0.866 | ||
ln(pop) | 1.490 ** | 0.276 | 0.716 | 5.399 | 0.001 | ||
WDCR | 0.047 | 0.029 | 0.296 | 1.625 | 0.118 | ||
High income | 2.646 * | 1.156 | 0.319 | 2.289 | 0.032 | ||
ECI | 0.307 | 0.709 | 0.062 | 0.434 | 0.699 | ||
2 | constant | −23.394 ** | 4.731 | −4.945 | 0.001 | 0.604 | |
ln(pop) | 1.487 | .270 | 0.715 | 5.515 | 0.001 | ||
WDCR | 0.043 | 0.021 | 0.276 | 2.036 | 0.053 | ||
High income | 2.610 * | 1.114 | 0.315 | 2.344 | 0.028 | ||
ECI | 0.282 | 0.679 | 0.057 | 0.415 | 0.682 | ||
3 | constant | −23.962 ** | 4.452 | −5.382 | 0.001 | 0.617 | |
ln(pop) | 1.525 ** | 0.249 | 0.733 | 6.112 | 0.001 | ||
WDCR | 0.046 * | 0.020 | 0.293 | 2.325 | 0.028 | ||
High income | 2.710 * | 1.070 | 0.326 | 2.533 | 0.018 |
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Ionescu-Feleagă, L.; Dragomir, V.D.; Bunea, Ș.; Stoica, O.C.; Barna, L.-E.-L. Empirical Evidence on the Development and Digitalization of the Accounting and Finance Profession in Europe. Electronics 2022, 11, 3970. https://doi.org/10.3390/electronics11233970
Ionescu-Feleagă L, Dragomir VD, Bunea Ș, Stoica OC, Barna L-E-L. Empirical Evidence on the Development and Digitalization of the Accounting and Finance Profession in Europe. Electronics. 2022; 11(23):3970. https://doi.org/10.3390/electronics11233970
Chicago/Turabian StyleIonescu-Feleagă, Liliana, Voicu D. Dragomir, Ștefan Bunea, Oana Cristina Stoica, and Laura-Eugenia-Lavinia Barna. 2022. "Empirical Evidence on the Development and Digitalization of the Accounting and Finance Profession in Europe" Electronics 11, no. 23: 3970. https://doi.org/10.3390/electronics11233970
APA StyleIonescu-Feleagă, L., Dragomir, V. D., Bunea, Ș., Stoica, O. C., & Barna, L. -E. -L. (2022). Empirical Evidence on the Development and Digitalization of the Accounting and Finance Profession in Europe. Electronics, 11(23), 3970. https://doi.org/10.3390/electronics11233970