Does enterprise risk management enhance firm performance?
Abstract
This review investigates the claims that better enterprise risk management (ERM) enhances organisational value. It examined 212 papers, covering financial and non-financial firms across many jurisdictions and cultures. Of the 285 findings, 194 (68%) showed a positive relationship between ERM and firm performance, with only 13 findings (4.5%), from 11 papers, showing a negative relationship.
Most of the findings are based on correlations. The small number of papers that address causation indicate that ERM adoption leads to better short-term performance, sometimes with a lag.
The review concludes that:
- There is generally a strong positive relationship between ERM implementation and firm value, across a wide range of contexts.
- There are many confounding factors that affect the exact form and strength of the relationship between ERM and value.
- There are limited but consistent indications that the relationship is causal, with sound ERM implementation leading to enhanced firm value.
More research is needed to demonstrate the value of ERM for non-corporate organizations.
1 Introduction
1.1 Risk and enterprise risk management
The first comprehensive risk management standard in English was published as AS/NZS 4360 in 1995 (Standards Australia and Standards New Zealand, 1995), although several earlier standards had addressed aspects of risk analysis (for example: NS 5814, Standard Norge, 1991; CAN/CSA Q634-M91, Canadian Standards Association, 1991). AS/NZS 4360 was revised twice (Standards Australia and Standards New Zealand, 1999 and 2004), and other national standards bodies soon introduced comparable standards (for example: CAN/CSA-Q850-97, Canadian Standards Association, 1997; ONR 49002-1, Österreichisches Normungsinstitut, 2004).
AS/NZS 4360 was intended to be generic, applying to risks and their management in a wide range of contexts. It spawned numerous handbooks about specific techniques and how to apply risk management across different sectors, management activities and processes.
AS/NZS 4360:2004 was used as the initial draft for what became the first international standard on risk management, ISO 31000:2009, later revised as ISO 31000:2018 (International Organization for Standardization, 2009 and 2018).
AS/NZS 4360 had introduced the idea that risk was associated with objectives, and that the impacts of risk were not just negative but could be beneficial or detrimental for those objectives (Table 1). In addition, while AS/NZS 4360 outlined how to establish effective risk management, ISO 31000 included more detailed sections on principles and an organizational framework for risk management. These factors allowed risk management to be incorporated into organizational and management processes in a systematic way that was recognized by formal national and international standards.
|
NS 5814 |
Risk designates the danger that undesired events represent for humans, the environment or material values. Risk is expressed in the probability and consequences of the undesired events. |
|
CAN/CSA-Q643-M91 |
A measure of the probability and severity of an adverse effect to health, property, or the environment. Risk Is often estimated by the mathematical expectation of the consequences of an adverse event occurring (i.e. the product of ‘probability x consequence’). However, a more general interpretation of risk involves probability and consequences in a nonproduct form. This presentation is sometimes useful in that a spectrum of consequences, with each magnitude having its own corresponding probability of occurrence, is outlined. |
|
AS/NZS 4360:2004 |
The chance of something happening that will have an impact upon objectives. It is measured in terms of consequences and likelihood. NOTE 1: A risk is often specified in terms of an event or circumstance and the consequences that may flow from it. NOTE 2: Risk is measured in terms of a combination of the consequences of an event and their likelihood. NOTE 3: Risk may have a positive or negative impact. NOTE 4: See ISO/IEC Guide 51, for issues related to safety. |
|
ISO 31000:2018 |
Effect of uncertainty on objectives Note 1 to entry: An effect is a deviation from the expected. It can be positive, negative or both, and can address, create or result in opportunities and threats. Note 2 to entry: Objectives can have different aspects and categories, and can be applied at different levels. Note 3 to entry: Risk is usually expressed in terms of risk sources, potential events, their consequences and their likelihood. |
Meanwhile the Committee of Sponsoring Organizations of the Treadway Commission (COSO) published its integrated framework for enterprise risk management (ERM), which it defined this way:
Enterprise risk management is a process, effected by an entity’s board of directors, management and other personnel, applied in strategy setting and across the enterprise, designed to identify potential events that may affect the entity, and manage risk to be within its risk appetite, to provide reasonable assurance regarding the achievement of entity objectives (COSO, 2004).
Bromily et al. (2015, Tables 1 and 2) collated 23 broadly similar definitions and descriptions of ERM.
As well as laying the foundation for the adoption of risk management in organizations, ISO 31000 and COSO coincided with the development of corporate governance codes in several jurisdictions. These influenced many of the debates about the balance between performance and conformance.
For example, Mervyn King SC led the committee that developed a series of reports on corporate governance in South Africa, referred to as King I through to King V (Institute of Directors in Southern Africa, 1994, 2002, 2009, 2016 and 2025). King noted that ‘entrepreneurship and enterprise are among the important factors that drive business. Emerging economies have been driven by entrepreneurs who take business risks and initiatives’ (King I), and ‘Enterprise is the disposition to engage in undertakings of risk. Business is the undertaking of risk for reward’ (King II). King III was more explicit about the requirement to take risks: ‘It is the duty of the board of a trading enterprise to undertake a measure of risk for reward and to try to improve the economic value of a company’. This aligns with COSO (2004):
The underlying premise of enterprise risk management is that every entity exists to provide value for its stakeholders. All entities face uncertainty, and the challenge for management is to determine how much uncertainty to accept as it strives to grow stakeholder value. Uncertainty presents both risk and opportunity, with the potential to erode or enhance value.
1.2 Rationale for this paper
An underlying assumption in corporate governance codes is that ERM is worthwhile, and both ISO 31000 and COSO claim that ERM has benefits.
The purpose of risk management is the creation and protection of value. It improves performance, encourages innovation and supports the achievement of objectives. (ISO 31000, 2018, emphasis added)
… integrating enterprise risk management practices throughout an entity helps to accelerate growth and enhance performance. (COSO, 2017, emphasis added)
Nocco and Stulz (2006) offer a general argument for the benefits of ERM, and Bohnert et al. (2019) review more specific confirmation, but many executives are still not convinced. In a survey of 623 executives across four regions, Beasley and Branson (2024) found that only 16% thought that ERM provided a unique competitive advantage (rated as ‘Mostly’ or ‘Extensively’ on a 5-point scale). Lack of perceived value and additional bureaucracy were perceived as major barriers to ERM effectiveness (Figure 1).
Figure 1: Perceived barriers to ERM effectiveness
This paper sets out to explore and justify the claims made for the benefits of ERM in enhancing organizational performance.
1.3 Structure of the paper
Section 2 summarises previous work on the relationships between ERM and organisational performance and the factors that influence them. It describes the approach adopted in this paper, the papers included in this review and those that are excluded.
Section 3 discusses ways of measuring ERM effectiveness and organisational performance, and how they are classified in this paper.
Section 4 provides the main evidence, analysis and findings from the review, both overall and for companies with particular characteristics. It discusses possible reasons for no or inconclusive findings, and for negative relationships observed between ERM and performance. Chapter 5 extends the analysis to discuss correlation and causation and the limited number of papers that address this explicitly.
Further discussion and conclusions are provided in Section 6.
Section 7 contains references for the papers cited here, as well as for the papers included in the analysis but not cited explicitly in the text.
2 Background
Previous work
Many authors have examined aspects of ERM and the relationship between ERM and firm performance. The focus has been primarily on listed companies, where performance information is readily available, although some researchers have accessed information for non-listed organisations from annual reports. Papers have examined a wide range of companies, sectors, locations, economies and ownership structures.
Table 2 lists selected survey papers covering aspects of ERM and performance published since 2010.
|
Reference |
Years |
Papers |
Focus |
|---|---|---|---|
|
Horvey and Odei-Mensah (2023) |
2001-2020 |
37 |
ERM measurement, firm performance |
|
Kraus and Lehner (2012) |
1998-2012 |
39 |
Factors associated with ERM adoption, ERM and value creation |
|
Noory, Shahimi and Ismail (2021) |
1993-2020 |
39 |
Effects of risk management practices on performance of Islamic banks |
|
Sakrabani and Ping (2022) |
2000-2020 |
50 |
ERM implementation factors, ERM and firm performance |
|
Sorin and Afloarei Nucu (2020) |
2008-2019 |
101 |
Factors influencing ERM adoption, implementation and effectiveness |
Examining ERM and performance
Analyses of the relationship between ERM and firm performance are not always straightforward. Many company characteristics are linked closely to ERM implementation and performance, particularly company size. Figure 2 illustrates the approach of most authors, and indicates some of the confounding factors that complicate the analysis.
Figure 2: General approach
The statistical analyses are generally based on correlations between measures of firm performance as dependent variables and measures of ERM effectiveness as independent variables, with the confounding company characteristics included to a greater or lesser degree. However, correlation does not imply causation, an important topic discussed in more detail later.
Paper selection and coverage
This review includes references that use definitions of ERM aligned broadly with the ISO 31000 (International Organization for Standardization, 2018) or COSO (2004). It focuses on companies, rather than countries or sectors (e.g. see Podpiera, 2006, for a sector-level analysis of international banking). It excludes papers that focus only on specific financial risk management practices, such as hedging and the use of derivatives, some of which are surveyed by Krause and Tse (2015).
The papers here are not confined to internationally recognized peer-reviewed journals, nor to highly cited papers. Instead, a wider set of sources has been accessed, to increase the range of geographies, sectors and companies examined.
Some papers have been written by authors for whom English is not a first language, or seemingly published with little or no peer or editorial review, which has required close reading and interpretation. While having possible imperfections, these papers provide insights and coverage that is valuable and should not be ignored. In particular, they extend early research into ERM and performance, which was confined largely to the North American finance sector where data were readily available, to less developed countries and to smaller companies. Indeed, papers relating to companies in Asia dominate the sample (Figure 3, Table 3), with Indonesia and Malaysia contributing over two thirds of them. (Note that this coverage differs significantly from some of the reviews in Table 2, which are often restricted to papers published in high-ranking academic journals.)
Figure 3: Papers by region, overview
|
Region |
Papers |
Countries |
|
|---|---|---|---|
|
Af |
Africa |
24 |
Ghana, Kenya, Morocco, Nigeria, Tanzania, Zimbabwe |
|
As |
Asia |
114 |
China, India, Indonesia, Malaysia, Pakistan, SE Asia, Singapore, Sri Lanka, Taiwan, Thailand, Vietnam |
|
Au |
Australasia |
2 |
Australia |
|
E |
Europe |
20 |
Austria, Bosnia and Herzegovina, Czech Republic, Denmark, Germany, Italy, Netherlands, North Sea, Poland, Romania, Serbia, Spain |
|
ME |
Middle East |
14 |
Bahrain, GCC (Gulf Cooperation Council: Bahrain, Kuwait, Oman, Qatar, Saudi Arabia, United Arab Emirates), Iran, Jordan, Palestine, Turkey, UAE |
|
NA |
North America |
15 |
Canada, USA |
|
SA |
South America |
1 |
Brazil |
|
O |
Other |
22 |
International (several regions), multinational companies, unstated |
Total |
212 |
The majority of papers were published in the past ten years (Figure 4). Many papers generated findings about several measures of performance that are recorded individually here.
Figure 4: Papers and findings by year
The papers relate to the finance sector, to non-financial firms alone, and to a mix of financial and non-financial firms (Figure 5). Much of the early research concerned insurers, where there are strong regulatory and reporting requirements, with an emphasis on risk management, and good data are available, but recent papers cover a wider range of sectors. The majority of papers examine companies listed on securities exchanges. About 13% examine companies with specific characteristics: Islamic banks, sharia-compliant companies, small and medium enterprises (SMEs), family firms and state-owned enterprises (SOEs).
Figure 5: Papers and findings by sector
3 Measuring ERM and performance
3.1 ERM measures
Overview
Several measures of an organization’s ERM effectiveness are used in the literature, and several kinds of data sources (Table 4, Figure 6). Linke and Florio (2019) provide a survey.
|
Descriptor |
Measure |
Data sources |
|
|---|---|---|---|
|
A |
ERM adoption |
Binary (0 or 1) indicator of ERM adoption, often based on a single criterion (e.g. appointment of a CRO or establishment of a risk management committee) |
Content analyses of company reports, securities exchange filings, web sites and business media; self-assessments (e.g. surveys or interviews with managers) |
|
I |
ERM index |
Indicator based on the percentage of components of ‘good ERM practice’ observed and the quality of their implementation; the number of components varies from a few (< 10) to many (> 100) |
As above |
|
M |
ERM maturity |
Maturity indicator, usually based on many criteria that are condensed into 4 or 5 classes |
May involve content analyses, survey information and market information; may be assessed by a third party (e.g. a ratings agency) |
|
O |
Other measures |
Specific measures tailored for particular analyses and contexts |
Figure 6: Data sources for the ERM measures
Content analyses usually follow a multi-step process:
Search financial reports, financial media and company web sites for ERM-related phrases such as mentions of ERM, CRO appointment, risk committees, Board discussions about risk, or specific components of ‘good ERM’
Manually review the ‘hits’ to confirm their context and relevance
Identify the earliest evidence to set an indicator variable if the analysis spans several years.
Self-assessments use online or paper questionnaire surveys, or interviews. They assess the presence of components of ERM, or their degree of implementation, often on 5- or 7-point Likert scales.
Maturity assessments use a range of data sources.
ERM adoption and ERM indices
Measures of ERM adoption are often based on a single criterion (e.g. appointment of a CRO), expressed as a binary assessment (0 or 1). Measures like this can indicate causation by comparing firm performance before and after ERM adoption; causation is discussed explicitly later.
Instead of a single criterion as a proxy for ERM adoption, ERM indices combine multiple components into a single measure. The components might be based on the COSO (2004) framework, ISO 31000 (International Organization for Standardization, 2018), corporate governance principles, or mandatory reporting requirements. The number of components varies from two or three up to 108 (e.g. Desender and Lafuente, 2009). The index measure is usually the percentage of components present. Most ERM indices give equal weights to the index components, although some authors used experts to generate specific weights (e.g. Lundqvist, 2014a; Meskovic and Zaimovic, 2021).
With some caveats, binary observations may be useful proxies for ERM adoption. For example, in a sample of 134 North American risk specialists, Mensah and Gottwald (2016) found significant positive correlations of ERM implementation (self-assessed on a 5-point scale) with CRO appointment, the presence of an audit committee and top management support.
Florio and Leoni (2017} reduced six ERM components to a single binary measure, equal to 1 if at least 4 of 6 components of ‘good ERM’ are present: a CRO; a Risk Committee; regular board reporting; frequent risk assessments; assessments below company level; and the use of both qualitative and quantitative methods.
ERM maturity
Many professional organisations have developed processes for assessing what they call ERM maturity, but what are really assessments of ERM effectiveness. They evaluate, score and combine a range of components of ‘good ERM’, similar to ERM indices. Only three maturity models were used in the papers reviewed here, from Standard and Poor’s (2015), Aon (2017) and Ernst & Young (2013).
Most ERM maturity assessments rank firms on an ordinal scale. For example, Standard and Poor’s (2015) assesses five factors – risk management culture, risk controls, emerging risk management, risk models, and strategic risk management – to develop a 5-point ERM score for insurers, summarised in Table 5. Aon (2017) reports maturity on a 9-point scale, based on 10 characteristics with 40 specific components, each scored from 1 (basic) to 5 (advanced). Ernst & Young (2013) assesses companies in the top 20%, middle 60% and lowest 20% of its maturity scale, but does not describe the scale further.
|
Score |
Assessment |
Guideline |
|---|---|---|
|
1 |
Very strong |
Positive score for all subfactors and economic capital model (ECM) is assessed either ‘good’ or ‘superior’ under our criteria |
|
2 |
Strong |
The risk management culture, risk controls, and strategic risk management subfactors are scored positive, one or both of the other two subfactors is scored neutral, and no subfactor is scored negative |
|
3 |
Adequate with strong risk control |
The risk controls subfactor is scored positive, the strategic risk management subfactor is scored neutral, and no subfactor is scored negative |
|
4 |
Adequate |
The risk controls and risk management culture subfactors are scored at least neutral; overall doesn’t satisfy the requirement for adequate with strong risk control |
|
5 |
Weak |
One or both of the risk controls and risk management culture subfactors are scored negative |
Source: adapted from Standard and Poor’s (2015, Table 1) |
Distinguishing maturity models from ERM indices is useful because they generally follow a defined protocol and they are often implemented independently. This can provide greater comparability of assessments in some circumstances. (For a general description and examples of maturity measures, see Antonucci, 2016.)
‘Circular’ or common-cause ERM index measures
There can be a great deal of circularity in the comparison of an ERM index with a firm’s value-linked performance measure if ERM index components are based on market or accounting factors (Figure 7). The main focus of this paper is on ERM as an organisational process, so we have treated indicators of ERM performance that use financial performance indicators and finance-related measures of risk as circular and excluded them.
Figure 7: Circular measures
For example, Gordon, Loeb and Tseng (2009) used components from COSO (2004) to develop an ERM index, and several authors followed this lead (e.g. Malek, Zaman and Buckby, 2020; Ramlee and Ahmed, 2015). They use two indicators for each component (Table 6), but several of the indicators are linked to financial outcomes and so are themselves performance measures. It is unsurprising that Gordon, Loeb and Tseng found a positive relationship between ERM measured this way and firm performance expressed as excess stock market returns, a measure that includes both earnings and firm beta.
|
COSO components |
Indicators for each component |
|---|---|
|
Strategy |
(Firm sales – average industry sales) / (Standard deviation of industry sales) (Firm beta – average industry beta) / (Standard deviation of industry beta) |
|
Operations |
Sales / (Total assets) Sales / (Number of employees) |
|
Reporting (sometimes called transparency) |
(Material weakness) + (Auditor opinion) + Restatement (Normal accruals) / (Total normal and abnormal accruals) |
|
Compliance |
Auditor fees) / (Total assets) (Settlement net gain or loss) / (Total assets) |
Similarly, composite indicators of risk used for banking supervision, such as CAMELS (with components of Capital adequacy, Asset quality, Management, Earnings, Liquidity and Sensitivity to market risk; see Kagan, 2023) are treated as circular and excluded. In the context of insurance firms, Kiptoo, Kariuki and Ocharo (2021) examined the relationship between four finance-related ERM effectiveness indicators – credit risk (non-performing receivables / total receivables), market risk (investment income / average investments), operational risk (net earned premiums / total assets) and liquidity risk (current assets / current liabilities) – and return on assets. Papers like this are omitted too.
Quality of ERM measures
The findings reported here are summarised with an informal quality rating (Table 7) based on the notions that content analysis is more reliable than self-assessment by managers, and more assessment factors are better than fewer. Third-party maturity assessment is separated, as there are several different forms of maturity rating and the detailed processes are not always described in detail; they are likely to include various sources of company information, including surveys and content analyses; and they may also include financial measures that can lead to circular reasoning as noted above.
|
Rating |
Examples |
|---|---|
|
7 |
ERM maturity, independently assessed |
|
6 |
ERM index, content analysis, >10 items |
|
5 |
ERM index, self-assessed questionnaire, >10 items |
|
4 |
ERM index, content analysis, 3-10 items |
|
3 |
ERM index, self-assessed questionnaire, 3-10 items |
|
2 |
ERM adoption, content analysis or independent assessment, 1 or 2 items |
|
1 |
Self-assessed single measure, of either ERM adoption (binary) or ERM maturity (single ranking); or unclear method |
3.2 Performance measures
Overview
Many measures of firm performance have been used (Table 8), but value- and earnings-related measures are the most common.
|
Classification |
Examples |
|
|---|---|---|
|
V |
Value |
Market-related measures: Tobin’s Q; market price to book ratio; market price to earnings ratio; buy-and-hold stock return |
|
E |
Earnings |
Earnings-related measures from company accounts: return on assets, return on equity, return on investment, earnings per share, liquidity ratio, solvency ratio |
|
VP |
Volatility of price |
Standard deviation of daily stock price at market close |
|
VE |
Volatility of earnings |
Standard deviation of an earnings measure |
|
G |
General |
General measures covering financial and non-financial aspects of performance, often self-assessed using surveys and questionnaires Best-in-class assessments of performance over a range of financial and operating metrics, specific to the sector |
|
O |
Other measures |
Other measures related to specific aspects of performance:
|
The papers reviewed here all relate to companies, whether public, private or state-owned, apart from one (Nurhayati, 2019) that examines financial outcomes for universities. Fletcher and Abbas (2018) discuss how value might be measured in public sector agencies, using a ‘public value account’ to quantify the outcomes of risk scenarios, with the US Transport Safety Administration as a case study, but no measures of this kind are included here.
Quality of performance measures
Market-related measures like Tobin’s Q are the most widely used measures of firm value. Tobin’s Q, defined as the ratio of the total market value of the firm to its total asset value, shows the under-valuation (Q < 1) or over-valuation (Q > 1) of a firm. Measures like this are favoured because:
They are market based and so data are available readily
They reflect longer-term market expectations about the future than short-term indicators related to historical earnings
They are less subject to management manipulation than measures of performance based on company accounts.
Table 9 shows how performance measures are classified in this paper, with market-based measures preferred.
|
Rating |
Performance assessment process |
|---|---|
|
4 |
Market-based measures of value |
|
3 |
Accounting-based measures, often related to earnings ratios |
|
2 |
General performance assessments (e.g. best-in-class, agency ratings), often based on a mix of financial and non-financial indicators |
|
1 |
Self-assessment by the organisation, through surveys or interviews |
3.3 Classifying outcomes
The findings are classified into three groups (Table 10). These are generally aligned with the authors’ original analyses, although a small number have been downgraded from positive to inconclusive where the descriptions in the papers were unclear or appeared contradictory. No attempt has been made to review the statistical analyses in the papers in detail.
|
Classification |
Definition, notes |
|
|---|---|---|
|
P |
Positive |
There appears to be a statistically significant positive correlation between ERM and the value measure, i.e. ERM appears to be associated with enhanced performance |
|
I |
Inconclusive |
There appears to be no statistically significant correlation between ERM and the value measure; or the relationship is inconclusive, often because ERM has conflicting relationships with different value measures or the conclusions are unclear from the source paper |
|
N |
Negative |
There appears to be a statistically significant negative correlation between ERM and the value measure, i.e. ERM appears to be associated with degraded performance |
4 Evidence and analysis
4.1 Overview
Overall, 68% of the findings show a positive relationship between ERM and firm performance at the 5% significance level or better (Figure 8), across a range of measures of ERM (Table 4) and performance (Table 8). Just under 5% show a significant negative relationship, and 27% provide outcomes that are inconclusive or not statistically significant.
Figure 8: Overview of findings
4.2 Findings and measures
Findings are more likely to be positive if they are based on larger sample sizes (Figure 9, where the percentages indicate the portion of positive findings in each group).
Figure 9: Findings and sample size
Figure 10 and Figure 11 summarise the findings according to the way ERM effectiveness is classified and the source of information for assessing performance. Perhaps unsurprisingly, there are no negative findings associated with self-assessments.
Figure 10: Findings and ERM assessment classification
Figure 11: Findings and source of performance information
Figure 12 summarises the findings according to the kinds of performance measures examined. Note the similarities between Figure 11 and Figure 12: value measures are generally derived from market information, and earnings measures are generally derived from company accounts. ‘Other’ measures were noted in Table 8.
Figure 12: Findings and performance measures
4.3 Sector analysis
The overall findings do not show significant sector differences (Figure 13).
Figure 13: Findings by sector
Just under 13% of the papers and a little over 10% of the findings relate to firms with specific characteristics, summarised in Table 11 and Table 12, noting that some family firms may be SMEs. Of the findings, 18 were positive, none was negative and 11 were inconclusive. There were fewer positive and more inconclusive findings for these firms compared to the overall findings for all firms, probably reflecting the quality of the data, but the sample size is small so few inferences can be drawn.
|
Group |
Papers and countries |
|---|---|
|
Islamic banks |
Alsalami et al (2023), GCC; Rauf and Irzath (2018), Sri Lanka |
|
Sharia-compliant firms |
Maruhun et al (2018a), Malaysia; Maruhun et al (2021), Malaysia; Masood, Javaria and Majeed (2020), 10 countries |
|
Small and medium enterprises (SMEs) |
Ade, Joseph and Francis (2020), Nigeria; Alaeddin et al (2021), UAE; Henschel and Lantzsch (2022), Germany; Ibiwoye, Mojekwu and Dansu (2020), Nigeria; Jenya and Sandada (2017), Zimbabwe; Kulathunga et al (2020), Sri Lanka; Ntare, Shau and Ojwang (2022), Tanzania; Ojubanire and Dawodu (2021), Nigeria; Panić et al (2019), Serbia; Rehman and Anwar (2019), Pakistan; Suttipun et al (2018), Thailand; Syrová and Špička (2022), Czech Republic; Yakob et al (2019), Malaysia; Yang, Ishtiaq and Anwar (2018), Pakistan |
|
Family firms |
Glowka, Kallmünzer and Zehrer (2021), Austria; Hiebl, Duller and Neubauer (2019), Austria and Germany; Rasyid (2021), Indonesia |
|
State-owned enterprises (SOEs) |
Ai, Chen and Zhao (2014), China; Ismail and Wijaya (2020), Indonesia; Kakiya, Rono and Mose (2020a, 2020b), Kenya; Kurniawanto and Rispantyo (2022), Indonesia |
|
High growth rate |
Hardi and Baskara (2024), Indonesia |
|
Characteristic |
Positive |
None or Inconclusive |
Negative |
Total |
|---|---|---|---|---|
|
Islamic banks and Sharia-compliant firms |
3 |
3 |
0 |
6 |
|
Small and medium enterprises (SMEs) |
10 |
5 |
0 |
15 |
|
Family firms |
2 |
22 |
0 |
4 |
|
State-owned enterprises (SOEs) |
4 |
0 |
0 |
4 |
|
High growth rate |
0 |
1 |
0 |
1 |
|
All firms with special characteristics |
19 |
11 |
0 |
30 |
63% |
37% |
0% |
||
|
All firms in the sample |
195 |
77 |
13 |
285 |
68% |
27% |
5% |
4.4 Findings of ‘None’ or ‘Inconclusive’
Of the findings reviewed, 27% were classified as ‘None’ or ‘Inconclusive’. There are many possible reasons why clear relationships may not have been identified: there are no relationships to be found; or the study did not find them, for some of the reasons noted in Table 13. Elshandidy et al (2018) provide further discussion.
|
Summary |
Discussion |
|---|---|
|
Finance sector (banks, insurers) |
Financial firms that are required to disclose their ERM practices may all generate strong ERM indices based on content analysis, thus reducing the power of any statistical tests; for example, in a stud y of 53 listed financial companies, Putri and Makaryanawati (2022) found ERM indices confined to the range between 0.6 and 1, with a mean of 0.87; Kristiani and Hadiprajitno (2023) report a range from 0.7 to 1, mean 0.93, for 35 listed Indonesian banks. ‘Financial firms have a long history of implementing and developing advanced risk management process …, these firms may already have achieved the benefit … a long time before adopting ERM programme’ (Al-Tayan, 2022, section 3.4.3). |
|
Inadequate measures |
Simple assessments with dichotomous variables e.g. CRO appointment; limited selection of proxy measures; ERM and value characteristics not captured fully; low quality ERM or performance information (e.g. SMEs, self-reporting); general ERM indices not tailored for individual firms and their contexts; 38% of the findings were based on only 1 or 2 ratings of ERM adoption, or a measure that was not described clearly |
|
Investor indifference |
Investors do not take account of ERM implementation, so its effects are not reflected in market values |
|
Lags |
Lag between process maturity and identification of significant operational and market benefits, so effects are not observed in the sample period |
|
Major disruptive events |
Global financial crisis of 2007-2008 (but see Nair et al, 2013); structural changes in regulations; COVID 19 pandemic; regional conflict |
|
Noisy data |
High inherent variability in study populations (e.g. SMEs); changes in the broad market, industry or economy; lack of clarity and consistency of measures; ERM not disclosed, or described by different terms, or undertaken by a role with a different title |
|
Self-assessed ratings |
Self-selection bias and optimism bias in self-reported surveys and questionnaires; surveys completed by junior staff; 32% of the findings were based on self-assessed ERM ratings, and 18% on self-assessed performance ratings |
|
Small sample size, confounding effects and weak statistical tests |
Limited data available (Figure 9); small sample of firms; only a small proportion of firms examined have ERM implemented (e.g. Khan et al, 2019); sample with specific characteristics (e.g. listed technology companies in Indonesia, Hardi and Baskiari, 2024) Failure to allow for multi-collinearity; limited power of tests; confounding firm characteristics (Table 14); country differences; sector differences; regulatory differences (particularly relating to the finance sector); data distributions that do not align with statistical model assumptions (e.g. of normality, Sangchant, 2018) |
Table 14 provides a small sample of examples of confounding factors that influence how ERM and value are estimated. These can complicate statistical analyses and lead to inconclusive outcomes if not addressed appropriately. Beasley, Clune and Hermanson (2005) analyse factors that influence the extent of ERM implementation, and Sekerci and Pagach (2020) discuss the effect or ownership, but neither link their factors to performance.
|
Factor |
Examples |
|---|---|
|
Business model innovation |
Al-Nimer et al (2021) |
|
Competition |
Gordon, Loeb and Tseng (2009) |
|
Complexity, business diversification, international diversification |
Gordon, Loeb and Tseng (2009) |
|
Corporate governance: board characteristics, board oversight, board or executive risk committee, audit by a ‘Big 4’ accounting firm; audit committee effectiveness |
Desender (2007), Ittner and Keusch (2015), Ningtyas and Adhariani (2019), Rustiarini and Suryandari (2021) |
|
Availability of funds: financial slack = (cash and short-term investments) / total assets; leverage; liquidity; dividend payments; revenue growth |
Bohnert et al (2019), Gordon, Loeb and Tseng (2009), Lechner and Gatzert (2018), Liebenberg and Hoyt (2003), Pagach and Warr (2010) |
|
Regulation and reporting: stronger effects in finance and energy sectors |
Lechner and Gatzert (2018) |
|
Intellectual capital |
Khan et al (2019) |
|
Opacity: Intangibles / total assets |
Liebenberg and Hoyt (2003), Nasr et al. (2019), Pagach and Warr (2010) |
|
Size: Larger firms are more complex and face more risks (need), and are able to sustain the cost of an ERM program (capability) |
Bohnert et al (2019), Gordon, Loeb and Tseng (2009) |
|
Strategic planning |
Kanu (2020) |
4.5 Negative relationships
Only 13 findings, from 11 papers, showed a negative relationship between ERM and firm performance. Table 15 summarises the negative findings and possible reasons for them.
|
Reference |
Context |
Measures |
Discussion |
|---|---|---|---|
|
Abdullah et al (2017) |
26 listed technology firms, Malaysia, 2004-2012 |
ERM adoption (binary), Tobin’s Q |
Sector noted as fast-growing and volatile; only 9 of 26 firms used ERM, which was relatively new in Malaysia at the time |
|
Eikenhout (2015) |
39 listed and unlisted insurers, Netherlands, 2005-2008 |
ERM index, ROA, ROE |
Firms with a higher ERM implementation level have a lower ROA in the period before the financial crisis; little evidence to support a mitigating effect of ERM on negative performance due to the crisis; confounding factors like firm size, leverage and institutional ownership are included in the ERM index |
|
Fahrumisa and Sutrisno (2022) |
28 listed mining firms, Indonesia, 2016-2020 |
ERM index, Tobin’s Q, ROE |
Stronger ERM implementation increases costs (lower ROE), and greater ERM disclosure is a disincentive for investors (lower Tobin’s Q); increased ROE has a negative effect on Tobin’s Q; higher reporting of corporate social responsibility (CSR) has a significant and negative effect on profitability and firm value; see also Purwati and Tahir (2023) below |
|
Lin, Wen and Yu (2012) |
85 property and casualty insurers, USA, 2000-2007 |
ERM adoption (binary), Tobin’s Q, ROA |
‘ERM displays a strong negative correlation with firm value with a discount of 5% (4%) in terms of Tobin’s Q (ROA)’, but this excludes the effects of individual risk management activities (reinsurance, geographic diversification, product diversification, asset allocation, and derivatives) on the basis that these factors are silo-based and hence endogenous to ERM |
|
Purwati and Tahir (2023) |
32 listed mining firms, Indonesia, 2022 |
ERM index, Tobin’s Q |
Two independent variables: ERM disclosure and intellectual capital (IC) disclosure; ERM disclosure has a significant negative effect on value, IC disclosure has a significant positive effect, and the joint effect of ERM and IC disclosure is significantly positive; see also Fahrumisa and Sutrisno (2022) above |
|
Putri and Makaryanawati (2022) |
53 listed financial firms, Indonesia, 2020 |
ERM index, Tobin’s Q |
'ERM has a negative effect on firm value. This hap¬pens because the disclosure of risk management in banking and insurance companies in Indonesia is an obligation, so investors do not pay attention to the disclosure of risk management as a basis for assessing the company.’ This argument assumes that any positive effect on firm value is based on investors’ perceptions, rather than a direct influence of ERM on the performance of the business. |
|
Sangchant (2018) |
100 listed firms, Thailand, 2015-2017 |
ERM index, Tobin’s Q |
Data distributions do not align with statistical model assumptions (e.g. of normality); there are ‘problems in meeting the assumptions of OLS’. |
|
Saputra et al (2023) |
Listed LQ45 firms, Indonesia, 2018-2020 |
ERM index, Tobin’s Q |
Only two factors included (ERM and intellectual capital); low test validity (less than 14% of value variability explained by model factors) |
|
Sari and Witjaksono (2021) |
38 listed property and real estate firms, Indonesia, 2015-2017 |
ERM index, Tobin’s Q |
The authors attribute a negative correlation between ERM and firm value to disclosures about risks being interpreted negatively by investors |
|
Scordis (2018) |
68 listed insurers, USA, 2003-2016 |
Board risk committee (binary), Tobin’s Q |
There is a negative relationship between the presence of a board risk committee and Tobin’s Q except for the pre-recession period (2003-2007) when there is no significant effect; firms without a risk committee address risk as a board agenda item |
|
Slamet, Christiana and Kurniawati (2023) |
419 listed non-financial firms, Indonesia, 2019-2020 |
ERM adoption (binary), Tobin’s Q |
Binary variable for ERM adoption as noted in annual reports; negative relationship between ERM and Tobin’s Q before Covid-19, no significant effect during the pandemic; outcome attributed to ERM implementation being in the initial stage in Indonesia and perceived by investors as expensive |
5 Correlation and causation
Most of the findings discussed in this paper reflect the outcomes of correlation analyses. However, correlation is not the same as causation. There are several ways in which correlation can arise (Figure 14).
- ERM might improve governance, management decisions and organisational processes, leading to better performance.
- Good organisational performance may generate resources that can be used to improve organisational processes, including ERM.
- There are underlying organisational factors, like the characteristics noted in Figure 2, as well as more general features that might be called ‘good management’ or ‘sound governance’, that are themselves correlated with both ERM effectiveness and performance outcomes and drive them in the same direction.
Figure 14: Correlation and causation
There is an implicit assumption in the conclusions of many papers that effective ERM drives improved performance, path A in Figure 14, but few examine causation explicitly. Figure 15 shows potential operational links between ERM components, based on positive correlations observed by Gates, Nicholas and Walker (2012, Figure 1). Bohnert et al. (2019, Table 1) summarise some of the broader organisational discussions and findings that support this.
Figure 15: ERM components are closely linked
As a specific example, Berry-Stölzle and Xu (2018) showed that US listed insurers with an ERM program have a 1-3% lower cost of capital than firms without, and ERM adoption leads to a lower cost of capital by 43 to 60 basis points after one year. They also showed that causality in the other direction is unlikely. Figure 16 shows possible causal links for this, in a diagram adapted from Farrell and Gallagher (2018, Figure 1).
Figure 16: ERM adoption leads to a lower cost of capital
Causation can be inferred by comparing firm performance before and after a change in ERM. For example, by comparing performance before and after ERM adoption, Ai, Chen and Zhao (2014) showed a significant and positive effect of ERM on firm value measured by Tobin’s Q:
ERM adoption increased value by 4%, for 1,506 Chinese listed non-financial firms (6,782 observations)
ERM adoption increased value by 6%, for 254 Chinese non-financial State Owned Enterprises (1,317 observations).
Before-and-after analyses have also been used to examine the effect of duration of ERM implementation (years since ERM introduced): e.g. Ariff and Rosmaini (2017); Marc, Sprčiċ and Žagar (2018); Shadaei (2021).
Other authors have addressed path B in Figure 14. For example, in their discussion about the appointment of a Chief Risk Officer, Liebenberg and Hoyt (2003, p 43) note that ‘we expect that firms with higher earnings volatility will value ERM more than other firms and are thus more likely to appoint a CRO.’
Anton and Nucu (2020, Table 5) list a range of determinants of ERM implementation, many of which are value measures of the kind discussed in Table 8, including book to market ratio, return on assets and earnings volatility that reflect path B. Many of the confounding factors in Table 14 can also be common drivers of both ERM implementation and organisational performance.
Based on their analysis of Italian non-financial companies listed on the Milan Stock Exchange between 2011 and 2013, Florio and Leoni (2017) warn that causation may change in the medium term:
The level of ERM sophistication is not influenced by operating profitability in the short term …
However, there is some evidence that in the medium term different levels of accounting performance make available more or less resources to be invested … in designing and performing the ERM system …
A persistently higher operating performance facilitates the implementation of more advanced ERM practices.
Table 16 summarises some of the papers that discuss causation.
|
Reference |
Context |
Meaures |
Discussion |
|---|---|---|---|
|
Ai, Chen and Zhao (2014) |
Non-financial enterprises, China |
ERM adoption from content analysis; Tobin’s Q |
ERM adoption increases firm value by 6% for 254 state-owned non-financial enterprises, and by 4% for 1,506 listed non-financial companies |
|
Alsalami et al. (2023) |
Listed Islamic banks, GCC |
ERM index; Tobin’s Q, accounting performance |
'ERM implementation is associated with an increase in accounting performance [ROA, ROE] but not with changes in market performance [Tobin’s Q, EPS] for Islamic banks. Our study confirms that Islamic banks perform better in the short term after implementing ERM controls but have no impact on long-term value creation.' |
|
Ames, Hines and Sankara (2018) |
Property and casualty insurers, location not stated |
Board risk committee; best-in-class rating |
'The existence of a board risk committee is positively related to A.M. Best’s Financial Strength Ratings' (Best, 2025); 'firms with board risk committees report higher financial strength ratings from the year prior to committee formation to the year after, but only in the post-financial crisis period'; 'the presence of a board risk committee is not related to short-run firm performance benefits and … it takes five years for the presence of a board risk committee to be associated with future performance' |
|
Berry-Stölzle and Xu (2018) |
Listed insurers, USA |
ERM adoption from content analysis; cost of capital |
ERM adoption leads to a lower cost of capital, from 43 to 60 bp after 1 year; firms with an ERM program have a 1-3% lower cost of capital than firms without |
|
Bohnert et al. (2019) |
Listed insurers, Europe |
Standard & Poor's ERM rating; Tobin’s Q |
'Companies which considerably improve their S&P ERM rating over time exhibit a higher Tobin’s Q and are more profitable in terms of a higher ROA compared to the subsample of companies that consistently have a less high quality RM (significant differences in means)' |
|
Eckles, Hoyt and Miller (2104) |
Listed insurers, USA |
ERM adoption from content analysis; stock return volatility, ROA / volatility |
'After adopting ERM, firm risk decreases and accounting performance increases for a given unit of risk'; 'ERM adopters are systematically riskier than non-ERM firms'; 'risk reduction post ERM-adoption grows stronger over time … the full benefits from ERM adoption are realized over time' |
|
Florio and Leoni (2017) |
Listed non-financial companies, Italy |
ERM index; Tobin’s Q, ROA |
Firms with advanced levels of ERM implementation present higher performance, both as financial performance and market evaluation; effective ERM systems lead to higher performance by reducing risk exposure; reverse causality between ERM and performance is not present in the short term, but a persistently higher operating performance facilitates the implementation of more advanced ERM practices |
|
Kerraous (2018) |
Moroccan companies |
ERM adoption from survey; earnings measures |
Comparing the performance for the two-year periods before and after ERM adoption, ERM integration generates increases in turnover, operating profit, net income and return on assets |
|
Khan, Asif and Shah (2020) |
Listed non-financial firms, Pakistan |
ERM adoption from content analysis; Tobin’s Q, ROA |
Positive relationship between the duration of ERM adoption and firm value in terms of Tobin's Q, with increased value in later years of ERM implementation |
|
Marc, Sprčiċ and Žagar (2018) |
Non-financial S&P 500 companies, USA |
ERM adoption from content analysis; earnings measures |
‘The duration of ERM programs matters only for free cash flow (FCF). In the initial years after adoption, the effect on FCF is probably negative, but after that it seems to become positive... This effects on invested capital and the expected growth rate, however, seem to follow rather rapidly – within one to two years after ERM adoption.’ |
|
Pagach and Warr (2010) |
Listed companies, various locations |
ERM adoption from hiring announcements; ROE, price volatility |
There is a ‘significant decline in the standard deviation of stock returns’ after the appointment of a CRO |
|
Shadaei (2021) |
Shadaei (2021) Non-financial S&P 500 companies, USA |
ERM adoption from content analysis; inventory measures |
‘[T]he economic effects of ERM adoption on inventory turnover strengthen as the ERM program evolves over time', and inventory impairment reduces |
|
Sprčić et al. (2016) |
Shadaei (2021) Non-financial S&P 500 companies, USA |
ERM adoption from content analysis; Tobin’s Q |
ERM companies had on average a Tobin's Q ratio higher by 0.23 compared to periods before ERM; 'value increases with ERM duration up to [about 2.7 years], but after that it starts to decrease' |
6 Discussion and conclusions
Scope
The purpose of this paper was to investigate the claims for the benefits of ERM for improving organisational value. It has differed from previous analyses in several ways.
Much of the early analysis of ERM and performance focussed on financial firms, and particularly insurers based in North America or Europe, where reliable performance measures and information about risk management implementation were readily available. The finance sector is tightly regulated, so standardised information is prepared and audited for supervising bodies. This is often available publicly from regulators themselves, or from the submissions of listed companies to securities exchanges. More recent research included here expands the scope of analysis considerably.
This review examined 212 papers, with 285 findings (Figure 4), extending the analysis to a wide range of non-financial sectors. While financial companies continue to be the focus a substantial portion of the papers in this review (Figure 5, Figure 13), 40% of the papers deal exclusively with non-financial firms and a further 30% examine unspecified mixes of financial and non-financial firms. Where the activities of non-financial firms are specified, they cover a wide range of business activities across some 13 individual sectors.
This review also extended the geographic scope. A large proportion of papers were from Asia, and particularly Indonesia and Malaysia (Figure 3).
As well as a wider geographic scope, analyses address organisations that have different cultures from 'traditional' listed companies in North American or European environments (Table 11, Table 12). These include: Islamic banks and Sharia-compliant firms; small and medium enterprises (SMEs) and family firms; and state-owned enterprises (SOEs).
Measures and outcomes
ERM is a complex activity that extends across many parts of an organisation. There are many factors that influence whether and how it is implemented and to what extent, and how it might be related to firm value (Table 14). It is likely that the way these influencing factors have been addressed, or not addressed, has contributed to the number of outcomes rated as None or Inconclusive (Table 13).
Some of the metrics used for ERM implementation are not clearly defined, again contributing to the number of None or Inconclusive outcomes. Binary indicators of ERM adoption seem particularly vague, and their predictive value is difficult to assess (Figure 10).
Of the 285 findings recorded, 194 (68%) showed a positive relationship between ERM and firm performance (Figure 8). Only 13 findings (4.5%), from 11 papers, showed a negative relationship between ERM and firm performance (Table 15). Most of the findings in this review are based on correlations. The small number of papers that address causation indicate that ERM adoption leads to better short-term performance, sometimes with a lag (Table 16).
It seems reasonable to conclude that:
There is generally a strong positive relationship between ERM implementation and firm value, across a wide range of contexts.
There are many confounding factors that affect the exact form and strength of the relationship between ERM and value.
There are limited but consistent indications that the relationship is causal, with sound ERM implementation leading to enhanced firm value.
Extensions and further research
The findings here relate to companies, and most of the performance measures are derived from market or accounting data (Table 8). The companies are primarily listed, with a scattering of small, medium and family firms.
Few authors discuss whether these findings apply to organisations in the public and not-for-profit sectors. The operational links between ERM components and perceived performance illustrated in Figure 15 relate to general management activities, irrespective of the corporate or non-corporate context, suggesting they might, but there is little reported evidence.
Some of the performance measures in Table 8 that are not specifically related to price or profit might also apply to organizations that are not structured as companies. Ariff et al (2014) propose a framework for evaluating risk management and performance in higher education, suggesting non-financial measures might relate to such factors as international ranking, reputation, academic performance, good governance, talent management and operational continuity, but they did not explore the effects of ERM. Nurhayati (2019) explored higher education in Indonesia, but she confined her analysis to ERM and financial performance, finding a significantly effect mediated through the role of governance. Fletcher and Abbas (2018) lament the absence of a comprehensive value measure for public-sector decision making, and discuss the development of a ‘public value account’ to quantify the outcomes of risk scenarios.
Clearly more work is needed to demonstrate the value of ERM for non-corporate organizations in a rigorous way.
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