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Enterprise risk management practices and firm performance, the mediating role of competitive advantage and the moderating role of financial literacy

Yang, Songling,Ishtiaq, Muhammad,Anwar, Muhammad

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Yang, Songling; Ishtiaq, Muhammad; Anwar, Muhammad Article Enterprise risk management practices and firm performance, the mediating role of competitive advantage and the moderating role of financial literacy Journal of Risk and Financial Management Provided in Cooperation with: MDPI – Multidisciplinary Digital Publishing Institute, Basel Suggested Citation: Yang, Songling; Ishtiaq, Muhammad; Anwar, Muhammad (2018) : Enterprise risk management practices and firm performance, the mediating role of competitive advantage and the moderating role of financial literacy, Journal of Risk and Financial Management, ISSN 1911-8074, MDPI, Basel, Vol. 11, Iss. 3, pp. 1-17, https://doi.org/10.3390/jrfm11030035 This Version is available at: https://hdl.handle.net/10419/238894 Standard-Nutzungsbedingungen: Die Dokumente auf EconStor dürfen zu eigenen wissenschaftlichen Zwecken und zum Privatgebrauch gespeichert und kopiert werden. 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If the documents have been made available under an Open Content Licence (especially Creative Commons Licences), you may exercise further usage rights as specified in the indicated licence. https://creativecommons.org/licenses/by/4.0/ Journal of Risk and Financial Management Article Enterprise Risk Management Practices and Firm Performance, the Mediating Role of Competitive Advantage and the Moderating Role of Financial Literacy Songling Yang 1, Muhammad Ishtiaq 1,*ID and Muhammad Anwar 2ID 1School of Management and Economic, Beijing University of Technology, Beijing 100124, China; [email protected] 2Faculty of Management Sciences, International Islamic University Islamabad 44000, Pakistan; m.anwar[email protected] *Correspondence: [email protected] Received: 14 June 2018; Accepted: 26 June 2018; Published: 29 June 2018   Abstract: In the current turbulent market, firms spend lots of tangible and intangible resources to gain competitive advantage and superior performance. Prior studies have discussed several determinants of competitive advantage and performance, particularly in developed economies, whereas small- and medium-sized enterprises (SMEs) in emerging economies have received minor attention. This study examines the mediating role of competitive advantage between enterprise risk management practices and SME performance and the moderating role of financial literacy between enterprise risk management practices and competitive advantage. A structured questionnaire is used to collect data from 304 SMEs operating in the emerging market of Pakistan. The hypotheses of the proposed study are tested through Structural Equation Modeling (SEM) in Analysis of a Moment Structures (AMOS). The results indicate that enterprise risk management practices significantly influence competitive advantage and SME performance. Competitive advantage partially mediates the relationship between enterprise risk management practices and SME performance. Additionally, financial literacy significantly moderates the relationship between enterprise risk management practices and competitive advantage. Firms are advised to implement formal enterprise risk management practices to gain competitive advantage and superior performance. Top managers need to have enough financial education that they will be able to perform risk management practices in an efficient way to gain a competitive position in the market. Implications for practices have been discussed in detail. Keywords: enterprise risk management practices; competitive advantage; financial literacy; SMEs performance 1. Introduction Interest in Enterprise Risk Management (ERM) has been growing since the 1990s as businesses face several shocks in competitive environments (Arena et al. 2010). In response to unexpected threats, one school of thought believed in the direct impact of ERM on firm performance (Callahan and Soileau 2017;Florio and Leoni 2017;Zou and Hassan 2017) while another group of researchers claimed that the relationship of ERM and firm performance could be affected by some internal factors (Khan and Ali 2017;Wang et al. 2010). Much research has discussed the importance of ERM practices among businesses (Eckles et al. 2014;Florio and Leoni 2017;Yilmaz and Flouris 2017). In fact, most of the studies have been conducted particularly in developed economies (Florio and Leoni 2017) while J. Risk Financial Manag. 2018,11, 35; doi:10.3390/jrfm11030035 www.mdpi.com/journal/jrfm J. Risk Financial Manag. 2018,11, 35 2 of 17 SMEs in emerging economies have received comparatively limited attention. Additionally, empirical studies on the relationship between ERM and SME performance are still lacking (Farrell and Gallagher 2015). Therefore, this study aims to check the impact of ERM practices on SME performance with the mediating role of Competitive Advantage (CA). A manager cannot gain competitive position by using ERM approaches until he/she is aware of financial regulations and financial policies. Hereafter, this study also examines the moderating role of Financial Literacy (FL) between ERM practices and CA. To put it into another way, FL has been unexamined by researchers despite its significant role in the implementation of ERM practices and in the survival of SMEs. ERM is defined in many ways but the accepted definition 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 risks to be within its risk appetite, to provide reasonable assurance regarding the achievement of the entity’s objectives”. (Committee of Sponsoring Organizations of the Treadway Commission COSO) ERM is supposed to minimize direct and indirect costs of financial distress, earnings volatility, and negative shocks in financial markets, as well as improve the decision-making process to select the best investment opportunities (Beasley et al. 2008;Hoyt and Liebenberg 2011;Paape and Speklè 2012). Numerous internal fences and lack of resources compel SMEs to approach ERM practices to avoid poor performance and to enhance their survival in competitive markets (Unnikrishnan et al. 2015). SMEs, due to the lack of management capabilities and lack of resources, are more likely focused on ERM practices. In fact, ERM practices enable a firm to reduce different types of costs associated with firms’ operational and non-operational activities (Khan et al. 2016). However, in contrast, many small firms are unable to support risk management activities due to lack of resources and capabilities (Brustbauer 2016). ERM is crucial for everyday business activities and organizational practices in the current era as it facilitates business firms to control their internal system. Risk management is deemed a core factor for business competitiveness. It facilitates a firm to develop a unique strategy to minimize the potential losses and open a door for the exploitation of new opportunities (Radner and Shepp 1996). ERM helps top management to manage different types of risk effectively (Annamalah et al. 2018). Effective ERM practices help to reply to unexpected threats, to ensure flexibility and to take the benefits of opportunities which in turn facilitate firms to gain competitive advantage (Armeanu et al. 2017). It is doubtless that organizations with risk-related practices can smooth their income volatility and decrease the impact of financial crises to enhance their performance (Ashraf et al. 2017). Meanwhile, especially in SMEs, top management needs to have enough financial knowledge to smooth operation in the dynamic markets (Bongomin et al. 2017). In the current churning market, ERM practices and financial literacy are required to acquire a sustainable competitive position and high profitability. The novelty of this paper can be demonstrated in two major ways. First, this study assesses the moderating role of FL between ERM and CA, which has been ignored in prior studies. Second, the mediating role of CA between ERM and SME performance is checked to establish whether ERM practices facilitate in gaining competitive advantage. Furthermore, this research contributes to the existing literature in several ways. For instance, this study uses empirical evidence collected from SMEs operating in the emerging market of Pakistan to test the model. Resource Based View (RBV) theory suggests that a firm’s tangible and intangible resources have a significant influence on its performance (Barney 1991). This study assesses that the theory (RBV) in term of risk management and competitive advantage and clarifies the understanding of these capabilities toward SME performance. The findings of this study enable owners and managers of SMEs to focus on ERM practices and financial education and competitive strategy to gain superior performance in the intense markets. J. Risk Financial Manag. 2018,11, 35 3 of 17 Theoretical Background ERM has quite similar meanings to business risk management, corporate risk management, holistic risk management, enterprise-wide risk management, integrated risk management, and strategic risk management (Daud and Yazid 2009;Manab et al. 2010). Risk management theory demonstrates the reduction of different accounting costs which help in the improvement of a firm performance. This evidence posits that in reality, ERM is based on competitive advantage (Stulz 1996). Academia, in this regard, has favored the arguments that ERM practices reduce costs associated with a business operation and facilitate competitive advantage and superior performance (Krause and Tse 2016). This research discusses how ERM practices facilitate a firm competitive advantage and performance in the presence of top management financial awareness. A few studies such as (Abd Razak et al. 2016;Bogodistov and Wohlgemuth 2017;Krause and Tse 2016) have claimed that ERM practices are aligned with firm resources and capabilities; however, they have missed the actual relationship between ERM and SME performance. In fact, a business firm operates for the main purpose of earning a profit, thus using different strategies to achieve this goal. As posited by RBV theory, a firm with unique resources (tangible and intangible) acquires competitiveness and superior performance over other firms which lack resources and capabilities (Barney 1991). Studies agree (Porter 1980) that competitive strategy, where a firm can reduce different costs and offer unique products to their customers, is the main tool to gain a competitive advantage in a turbulent market (Anwar 2018;Lechner and Gudmundsson 2014). We hereby suggest that ERM practices are the internal capabilities through which a firm can reduce different types of costs related to material, operational, supply and marketing to increase its value. The same theme has emerged in RBV theory where business organizations are engaged in the achievement of competitive advantage and superior profitability by reducing financial costs. However, as aforementioned, ERM practices do not always lead directly to superior performance; some internal managerial capabilities are also required. From this perspective, Standard and Poor’s (2008) developed an ERM framework which demonstrates that ERM practices are significantly aligned with managers behaviors in everyday decision-making. In fact, ERM practices are influenced by managerial mindsets and behaviors when they face uncertainty in turbulent markets (Arena et al. 2010). We argue that top management financial education is associated with ERM practices, which in turn can influence a firm’s competitiveness and performance. 2. Hypothesis Development 2.1. ERM and Firm Performance ERM practices are not only essential for the improvement of a firm’s performance but also help to reduce different types of risk exposure (Florio and Leoni 2017). Successful ERM practices enable firms to enhance their values and manage risk in an effective way (Lechner and Gatzert 2018). It increases a firm’s profitability by reducing different operational and marginal costs as well as reduce the uncertainty of stock market returns (Eckles et al. 2014). A firm that has a formal implementation of ERM practices can enjoy the high operational performance and earns over those who have lack of ERM practices (Callahan and Soileau 2017). Hence, managers are strongly encouraged and advised to work in the implementation of ERM practices to improve the firm values and performance (Lajili 2009;Liu et al. 2017). It is doubtless that there is a significant positive association between ERM practices and firm performance (Callahan and Soileau 2017;Florio and Leoni 2017;Zou and Hassan 2017). Therefore, the first hypothesis is proposed: Hypothesis 1 (H1). ERM practices are significantly related to firm performance. J. Risk Financial Manag. 2018,11, 35 4 of 17 2.2. ERM and Competitive Advantage An organization develops different strategies to enhance its reputation and to reduce its risk. To do that, implementation of ERM is indispensable in terms of building a strategy (Yilmaz and Flouris 2017). For decision-making, planning and organization control system, ERM is essential within an organization. In addition, ERM practices are not only vital for financial performance but also improve the non-financial performance of firms (Rasid et al. 2014). The top management team is responsible for organizational strategy, cost reduction and long-term planning, and from this perspective, they need to be aware of ERM practices, which had a direct influence on the organizational strategic decision-making process, costs, and activities (Meidell and Kaarbøe 2017). It is argued that implementation of ERM practices can move an organization toward different means of success. For instance, it reduces accounting costs, efficiently manages the operational costs, and can take responsibility for accounting accuracy (Soin and Collier 2013). To respond to challenges and unexpected loss, top management needs long-range planning, strategy and effective ERM practices (Krause and Tse 2016). In short, a firm performs several practices to gain CA, though ERM practices are used fundamentally for the reduction of different types of risk and facilitate firms to enhance their sustainable CA (Elahi 2013). Therefore, the second hypothesis is: Hypothesis 2 (H2). ERM practices are significantly related to competitive advantage. 2.3. Competitive Advantage and SME Performance Porter (1980) suggested that a firm can gain cost leadership-based advantage by reducing different operational, marketing, management, and material cost. Similarly, a firm can acquire differentiation-based competitive advantage by differentiating its products and services from competitors. In an intense market, competitive advantage is necessary for SME operation, especially in the emerging market, to sustain high performance (Anwar 2018). Both competitive strategies are associated with high performance of SMEs but not always (Parnell 2010). For instance, Chinese firms often tend to follow cost-based competitive strategies instead of a differentiating-based strategy which may require high financial capabilities and resources (Parnell et al. 2015). Both strategies of Porter—cost leadership and differentiation-based—have a significant influence on the financial and non-financial performance of SMEs (Oyewobi et al. 2015). Empirical evidence indicated that competitive strategy has a significant influence on firm performance (Anwar et al. 2018;González-Rodríguez et al. 2018; Lechner and Gudmundsson 2014). Therefore, the third hypothesis is: Hypothesis 3 (H3). Competitive advantage is significantly related to firm performance. 2.4. Mediating Role of CA between ERM and SMEs Performance SMEs either follow passive or active ERM approaches that can influence their outcomes. In fact, ERM practices have a significance impact on strategic decisions which in turn may influence a firms’ performance (Brustbauer 2016). From this perspective, (Chang et al. 2015) claimed that ERM practices do not always have a direct influence on firm values but some internal factors such as corporate governance can affect the relationship. Managers use different earning management activities (accrual-based and real-based) when they are engaged in equity financing activities. However, weak ERM practices can result in systemically poor approaches to earning control mechanism, which can affect firms’ values in long run (Wang et al. 2018). As suggested by Porter (1980), a firm can gain cost-based and differentiation-based competitive advantage by reducing different types of costs related to material, labor, and operation etc. as well as by differentiating its products and services from its competitors. We assume that competitive advantage can be easily gained through the implementation of effective ERM practices. For instance, a firm with strong ERM practices can reduce different types of operational cost including cost management, asset management, inventory management and cash flow J. Risk Financial Manag. 2018,11, 35 5 of 17 management. The reduction of the aforementioned costs can enhance and improve the performance of firms (Zou and Hassan 2017). However, ERM is not only concerned with reduction of cost but also aligned with different strategic postures of organizations which may directly or indirectly influence the organization’s outcomes (Wang et al. 2010). In a slightly similar approach, it is argued that ERM is a significant mediator between business strategy and firm performance. However, it plays a significant mediating role between cost strategy and firm performance while it does not mediate the relationship between differentiation strategy and firm performance (Soltanizadeh et al. 2016). In fact, ERM practices facilitate a firm to reduce different types of costs during operation, which in turn enhance the performance of the firm (Wang et al. 2018;Zou and Hassan 2017). For instance, ERM allows firms to minimize unnecessary costs which in turn facilitate the achievement of competitive advantage and superior performance. Therefore, based on the above statement we can say that: Hypothesis 4 (H4). Competitive advantage mediates the relationship between ERM and firm performance. 2.5. Moderating Role of Financial Literacy between ERM and CA ERM is considered a major source to achieve competitive advantage for a firm. However, simple ERM practices do not always ensure competitive advantage of a firm (Standard and Poor’s 2008) but need some capabilities to facilitate and achieve organizations goals (Arena et al. 2010). Organizations often implement good ERM approaches to link ERM with their strategy, cost management, policies, accounting, and long-term planning, for the purpose of adjusting everything in an efficient way (Arena et al. 2010). Financially educated managers and directors are encouraged to participate in different risk reduction strategies including hedging and corporate financial policies. In other way, high performance of firms can be feasible by high financially educated managers who reduce risk by modifying risk management strategies (Dionne and Triki 2005). It may be reasonable to say that business education (hereby deemed financial education) can help entrepreneurs to be aware of risk regulations and policies. Therefore, the alternative influence of the education, through which an entrepreneur adjusts risks in a better way, leads to the high performance of a firm (Hommel and King 2013). It is claimed that managers’ education can influence the firms’ strategies and risk management practices (Shanahan and McParlane 2005). We argue that entrepreneurs’ financial education can influence the relationship of ERM and firm performance, as noted by Herbane (2010), and that entrepreneur’s perception about risk can influence the overall approach of risk toward firm operational activities. Therefore, the hypothesis can be stated as: Hypothesis 5 (H5). Financial literacy moderates the relationship between ERM and competitive advantage in the way that the relationship will be stronger when there is high financial literacy. The hypothesized relationship and the variables are shown in Figure 1. J. Risk Financial Manag. 2017, 5, x FOR PEER REVIEW 5 of 17 differentiation strategy and firm performance (Soltanizadeh et al. 2016). In fact, ERM practices facilitate a firm to reduce different types of costs during operation, which in turn enhance the performance of the firm (Wang et al. 2018; Zou and Hassan 2017). For instance, ERM allows firms to minimize unnecessary costs which in turn facilitate the achievement of competitive advantage and superior performance. Therefore, based on the above statement we can say that: Hypothesis 4 (H4). Competitive advantage mediates the relationship between ERM and firm performance. 2.5. Moderating Role of Financial Literacy between ERM and CA ERM is considered a major source to achieve competitive advantage for a firm. However, simple ERM practices do not always ensure competitive advantage of a firm (Standard and Poor’s 2008) but need some capabilities to facilitate and achieve organizations goals (Arena et al. 2010). Organizations often implement good ERM approaches to link ERM with their strategy, cost management, policies, accounting, and long-term planning, for the purpose of adjusting everything in an efficient way (Arena et al. 2010). Financially educated managers and directors are encouraged to participate in different risk reduction strategies including hedging and corporate financial policies. In other way, high performance of firms can be feasible by high financially educated managers who reduce risk by modifying risk management strategies (Dionne and Triki 2005). It may be reasonable to say that business education (hereby deemed financial education) can help entrepreneurs to be aware of risk regulations and policies. Therefore, the alternative influence of the education, through which an entrepreneur adjusts risks in a better way, leads to the high performance of a firm (Hommel and King 2013). It is claimed that managers’ education can influence the firms’ strategies and risk management practices (Shanahan and McParlane 2005). We argue that entrepreneurs’ financial education can influence the relationship of ERM and firm performance, as noted by Herbane (2010), and that entrepreneur’s perception about risk can influence the overall approach of risk toward firm operational activities. Therefore, the hypothesis can be stated as: Hypothesis 5 (H5). Financial literacy moderates the relationship between ERM and competitive advantage in the way that the relationship will be stronger when there is high financial literacy. The hypothesized relationship and the variables are shown in Figure 1. Figure 1. Research Model. 3. Methodology 3.1. Sample and Population The study used a structured questionnaire to collect data from SMEs. Since there is no single definition of SMEs, we surveyed only those firms having less than 250 employees, lying in the definition of SMEs by Small and Medium Enterprises Authority (SMEDA) Pakistan. Three big cities of Pakistan have been targeted, namely Rawalpindi, Islamabad, and Karachi. Registered firm lists were obtained from the Rawalpindi Chamber of Commerce and Industry, the Islamabad Chamber of Commerce and Industry and the Karachi Chamber of Commerce and Industry. We requested the owners and top managers as they are more responsible for strategic planning and performance of their Figure 1. Research Model. J. Risk Financial Manag. 2018,11, 35 6 of 17 3. Methodology 3.1. Sample and Population The study used a structured questionnaire to collect data from SMEs. Since there is no single definition of SMEs, we surveyed only those firms having less than 250 employees, lying in the definition of SMEs by Small and Medium Enterprises Authority (SMEDA) Pakistan. Three big cities of Pakistan have been targeted, namely Rawalpindi, Islamabad, and Karachi. Registered firm lists were obtained from the Rawalpindi Chamber of Commerce and Industry, the Islamabad Chamber of Commerce and Industry and the Karachi Chamber of Commerce and Industry. We requested the owners and top managers as they are more responsible for strategic planning and performance of their firms (Anwar 2018). 900 questionnaires were distributed of which 336 were received back. Some questionnaires were completed incorrectly, so those were excluded from analyses. 304 usable responses were received, with a response rate of 33.78%. The firms participating in the study have shown in Table 1. The most number of firms is from trading, followed by manufacturing and services respectively. A majority of the firms had 20 to 50 employees and only 69 firms were those where 101 to 250 employees were working. It is also clear from the sample that a majority of the firms were established in the past 20 years. Table 1. Profile of the Firms. Frequency Percentage Industry Manufacturing 110 36.2 Trading 120 39.5 Services 74 24.3 Size 20–50 employees 123 40.5 51–100 employees 112 36.8 101–250 employees 69 22.7 Age 10 years and less 117 38.5 11–20 years 109 35.9 21 and above years 78 25.7 Total 304 100 3.2. Measurement of Variables Enterprise Risk Management Practices: it is true that ERM practices have been measured with different dimensions. However, in case of SMEs, it is vital to consider major dimensions of risk. Therefore, this research relied on the measure of ERM practices used by (Sax and Torp 2015) in their study using 6 items. A sample item indicates “We have standard procedures in place for launching risk-reducing measures”. Competitive Advantage: The most-used proxy for competitive advantage is the Porter (1980) competitive strategy. Porter suggested two major competitive strategies, namely cost leadership strategy and differentiation-based strategy. In this study, we used Porter’s strategy as a competitive advantage and measures were adopted from prior study of (Su et al. 2017). 8 items were used, of which 4 were items for differentiation strategy with a sample item “We took great efforts in building a strong brand name, and nobody could easily copy that” and 4 were items for cost leadership strategy which having a sample item of “Our economy of scale enabled us to achieve a cost advantage”. Financial Literacy: In prior studies, financial literacy is often measured by asking questions about inflation, interest rate and future value. However, in the case of SMEs, it is important for managers to manage the financial matter in an effective way. Hence, we relied on more suitable measures related to J. Risk Financial Manag. 2018,11, 35 7 of 17 SMEs. To measure financial literacy of a top management team, we used 13 items that have validated in the prior study conducted by Bongomin et al. (2017) in SME sector. A sample item indicates “The firm is able to correctly calculate interest rates on my loan payments”. All the measures were based on five-point Likert scale ranging from strongly disagree 1 to strongly agree 5. SME performance: measurement of SME performance is a challenge for researchers, because of the non-existence of financial data (Anwar 2018). However, where data are not available, researchers have recommended the use of self-reported measures. Additionally, it is argued that self-reported measures give more reliable results in emerging economies such as China and India etc. (Semrau et al. 2016). Hence, we relied on self-reported measures where managers were asked to rate their performance based on Return On Equity (ROE) and Return On Assets (ROA) etc. compared to performance in the past three years. 8 items were used of which 4 items for financial performance and 4 for non-financial performance are adopted from Kantur (2016). To measure financial performance, items such as ROE, ROA and return on investment etc. are used whereas, for non-financial performance, customer satisfaction, employees’ satisfaction and employees’ loyalty are used. Five Likert scales were used representing extremely declined 1 to extremely improved 5. 3.3. Control Variables For the purpose of minimizing spurious results, we controlled for firm size, age, and nature of the industry. The size and age of firms were assessed directly in models while the nature of the industry is a categorical variable, and this study created a separate group for manufacturing, trading, and services. After analysis, we compared each group with another to check if there was any significant difference. The results found no significant difference between the results; hence this study dropped the nature of industry because of its insignificant role in the study. 4. Data Analyses We executed Confirmatory Factor Analysis (CFA) and structural models in AMOS to analyze the data for creating results. Several screening tests including normality and multicollinearity were executed, which are shown in Table 2. Descriptive statistics of Statistical Package for the Social Sciences (SPSS) analyzed are shown in Table 2. The table shows that all the items have their mean values above 3 and standard deviation (SD) values above 0.40. It shows that data are normal as none of the items has skewness and kurtosis values greater than ±2 as recommended by George and Mallery (2010). Table 2. Descriptive Statistics. Minimum Maximum Mean S.D Skewness Kurtosis Statistic Statistic Statistic Statistic Statistic Std. Error Statistic Std. Error erm1 2 5 3.76 0.539 −0.623 0.140 0.685 0.279 erm2 2 5 3.71 0.508 −0.782 0.140 0.177 0.279 erm3 2 5 3.75 0.511 −0.749 0.140 0.594 0.279 erm4 2 5 3.72 0.538 −0.741 0.140 0.536 0.279 erm5 2 5 3.78 0.515 −0.846 0.140 1.210 0.279 erm6 2 5 3.71 0.547 −0.651 0.140 0.413 0.279 ca1 2 5 3.69 0.531 −0.261 0.140 −0.506 0.279 ca2 2 5 3.69 0.528 −0.421 0.140 −0.264 0.279 ca3 2 5 3.70 0.527 −0.435 0.140 −0.237 0.279 ca4 2 5 3.69 0.522 −0.340 0.140 −0.481 0.279 J. Risk Financial Manag. 2018,11, 35 8 of 17 Table 2. Cont. Minimum Maximum Mean S.D Skewness Kurtosis Statistic Statistic Statistic Statistic Statistic Std. Error Statistic Std. Error ca5 2 5 3.72 0.519 −0.518 0.140 −0.057 0.279 ca6 2 5 3.73 0.507 −0.485 0.140 −0.183 0.279 ca7 2 5 3.71 0.529 −0.420 0.140 −0.156 0.279 ca8 2 5 3.71 0.508 −0.478 0.140 −0.343 0.279 fl1 2 5 3.70 0.505 −0.500 0.140 −0.447 0.279 fl2 2 5 3.76 0.492 −0.608 0.140 0.152 0.279 fl3 2 5 3.77 0.509 −0.459 0.140 0.159 0.279 fl4 2 5 3.73 0.499 −0.561 0.140 −0.150 0.279 fl5 2 5 3.77 0.482 −0.705 0.140 0.263 0.279 fl6 2 5 3.76 0.494 −0.594 0.140 0.110 0.279 fl7 2 5 3.73 0.507 −0.485 0.140 −0.183 0.279 fl8 2 5 3.78 0.488 −0.628 0.140 0.397 0.279 fl9 2 5 3.72 0.513 −0.431 0.140 −0.304 0.279 fl10 2 5 3.77 0.487 −0.651 0.140 0.286 0.279 fl11 2 5 3.68 0.513 −0.417 0.140 −0.601 0.279 fl12 2 5 3.83 0.442 −1.008 0.140 1.524 0.279 f13 2 5 3.73 0.515 −0.414 0.140 −0.214 0.279 fp1 2 5 3.83 0.424 −1.228 0.140 1.836 0.279 fp2 2 5 3.79 0.476 −0.738 0.140 0.594 0.279 fp3 2 5 3.75 0.482 −0.896 0.140 0.469 0.279 fp4 3 5 3.81 0.441 −0.858 0.140 0.513 0.279 fp5 2 5 3.77 0.482 −0.883 0.140 0.661 0.279 fp6 3 5 3.83 0.424 −0.967 0.140 1.004 0.279 fp7 2 5 3.82 0.470 −0.728 0.140 1.026 0.279 fp8 2 5 3.78 0.460 −0.928 0.140 0.529 0.279 Note: N = 304. 4.1. Confirmatory Factor Analysis The study executed CFA to check standardized factor loading, validity and reliability of the variables and concepts. Figure 2shows the measurement model, where all the items are presented related to their specific constructs with factor loading, after dropping two items from financial literacy due to low factor loading. The study found acceptable model fits after drawing covariance among the error terms of the few redundant items. Chisq/df = 2.04 is acceptable as suggested by Hair et al. (2010) and Hu and Bentler (1999), in that the value less than 3 indicates acceptable model fits. Goodness of Fit Index (GFI) = 0.84, Adjusted Goodness of Fit Index (AGFI) = 0.81 and Normative Fit Index (NFI) = 0.88 gave acceptable model fit as per recommended by Hair et al. (2010) and Hu and Bentler (1999). RMR = 0.012 and RMSEA = 0.059 also provided acceptable values as suggested by Hair et al. (2010) and Hu and Bentler (1999). Additionally, the current study checked convergent validity (see Table 3) to establish if the items explained sufficient variance in their respective constructs. The results found that all the constructs have convergent validity above 0.50, hereby ensuring sufficient Average Variance Explained (AVE) Hair et al. (2010) and Hu and Bentler (1999). The study also concluded acceptable value of discriminant validity for all the factors as recommended by Hair et al. (2010) that the value of discriminant validity will be above 0.70. The composite reliability is also has been checked (see Table 3) to assess the internal consistency of the constructs. All the factors provided acceptable CR as suggested by Nunnally and Bernstein (1994) that the value of CR will be above 0.70 to acquire acceptable CR. Thus, the study moved to a structural model to test the hypotheses. J. Risk Financial Manag. 2018,11, 35 15 of 17 Anwar, Muhammad. 2018. 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