Catching Up the Effect between Corporate Governance, Profitability, Company Size, and Firm Value with Intellectual Capital as a Mediation ...
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PSYCHOLOGY AND EDUCATION (2021) 58(5), ISSN 1553 - 6939 Article Received: 22th November, 2020; Article Revised: 26th March, 2021; Article Accepted: 26th April, 2021 Catching Up the Effect between Corporate Governance, Profitability, Company Size, and Firm Value with Intellectual Capital as a Mediation Variables in Indonesia Stock Exchange Elly Lestari1 , Moeljadi2 , Sumiati3, Djumahir4 1 Doctorate Student of Management Department, Faculty of Economics and Busi-ness, Universitas Brawijaya, Malang, Indonesia. Lecturer at Universitas Tribhu-wana Tunggadewi, Malang, Indonesia, lestariellz@yahoo.co.id 2 Professor of Management Department, Faculty of Economics and Business, Uni-versitas Brawijaya, Malang, Indonesia. moeljadip@yahoo.com 3 Doctor of Management Department, Faculty of Economics and Business, Univer-sitas Brawijaya, Malang, Indonesia. sumiati_atiek@yahoo.com 4 Doctor of Management Department, Faculty of Economics and Business, Univer-sitas Brawijaya, Malang, Indonesia. djumahir@fe.unibraw.ac.id Corresponding Author: Elly Lestari e-mail address: lestariellz@yahoo.co.id Introduction 2013). The number of investors on the IDX (stock price) is still small compared to the total The development of share prices during 2010 to population of Indonesia, as shown in Figure 1. 2019 fluctuated, and did not match some The number of investors on the Indonesia Stock expectations of shareholders. This stock price Exchange in 2019 who had Single Investor development does not indicate an increase in firm Identification (SID) was 2,478,243 people. Single value, even though a high firm value is an Investor Identification (SID) is a single investor expectation for shareholders. Firm value is also identity, which used to carry out activities on the important in order to increase investor confidence, Indonesian capital market, from transactions to especially domestic investors on the IDX (stock settlement. This Single Investor Identification is exchange). Domestic investors have a big role to issued by PT.Indonesian Central Securities play in strengthening the domestic stock market, Depository (KSEI). The phenomenon of so the stock price index (IHSG) is stable. fluctuating firm value requires corporate Movement of the composite stock price index governance to increase investor confidence, (IHSG) fluctuating, the role of domestic investors especially domestic investors. The role of is very important. In holding back the fluctuation domestic investors is needed so that dependence of the economic crisis, the number of domestic on foreign investors can be reduced and stock investors also plays an important role (Nabhani, price fluctuations can be controlled. 536 www.psychologyandeducation.net
PSYCHOLOGY AND EDUCATION (2021) 58(5), ISSN 1553 - 6939 Article Received: 22th November, 2020; Article Revised: 26th March, 2021; Article Accepted: 26th April, 2021 Source: PT. Kustodian Sentral Efek Indonesia, of the Republic of Indonesia together with the www.ksei.co.id International Monetary Fund (IMF). This was followed by the formation of the National Figure 1. Single Investor Identification (SID) Committee on Corporate Governance Policy Growth 2012 – 2019 (KNKCG) in 1999 and a code of ethics for its The importance of firm value and how to implementation a year later (Lukviarman, 2016). maximize firm value encourages re-searchers to The Chairman of the Board of Commissioners of examine firm value in public companies in the Financial Services Authority (OJK) said that Indonesia, especially companies have the application of the principles of good corporate implemented corporate governance. Discussions governance (GCG) in Indonesia is relatively about the rela-tionship between corporate behind compared to neighboring countries. The governance and firm value can be explained by implementation of corporate governance does not agen-cy theory. Agency theory stated that when appear to be as expected. Indonesia's corporate the principal employs an agent (man-agement) to governance score is in the last rank in ASEAN manage the company, it will have the potential to countries for 2012 to 2018 as shown in Table 1. create agency con-flicts, because the agent's This research needs to be considering that personal interests are different (Jensen and corporate governance, which is needed to increase Meckling, 1976). Internal devices have been firm value. Meanwhile, the development of the formed by companies, such as corporate gov- corporate governance ranking of public companies ernance structures, can control agency problems in Indonesia is still low in Asia. efficiently (Fama, 1980). The opinion of Tricker (2009) as quoted by Lukviarman (2016) explained Table 1. Corporate Governance Score 2010 - 2018 that the issue of corporate governance arises when a corporate entity, which is formed or established and the ownership of the entity is separated from the management who will manage the corporation. Corporate governance controls the company with a mechanism that is in the form. The company's financial performance in-creases with the implementation of corporate governance, thereby increasing in-vestor confidence and having an impact on increasing firm value (Singhal, 2014). This is important for companies to implement corporate governance in increasing firm value, because an increase in financial performance can increase firm value. Source: Asian Corporate Governance Association (ACGA, 2020) The corporate governance system in Indonesia stems from a proposal to improve listing Market confidence in company performance has regulations on the Indonesia Stock Exchange results in fluctuating stock prices (Brigham and which regulates regulations for issuers listed on Daves, 2011). Profitability information is part of the Indonesia Stock Exchange which oblige to the company's financial statements, which appoint inde-pendent commissioners and form an important information for management and other audit committee, after that legally formally, parties who need it, such as investors (Brigham starting with the signing of a memorandum of and Houston, 2011). understanding. Letter of intent by the government 537 www.psychologyandeducation.net
PSYCHOLOGY AND EDUCATION (2021) 58(5), ISSN 1553 - 6939 Article Received: 22th November, 2020; Article Revised: 26th March, 2021; Article Accepted: 26th April, 2021 Figure 2. Development of Average Share Prices of Companies Implementing Corporate Governance Source: www.idx.co.id Several previous studies examining the used by BUMN organizations to increase business relationship between corporate governance and success and corporate accountability in order to firm value have been conducted in several realize long-term shareholder value while still countries, including Indonesia, Taiwan, India, paying attention to stakeholder interests, based on Russia, Canada, Turkey, Spain, England, laws and ethical values”. America, and Malaysia with mixed results. Several corporate governance proxies are used in A corporate governance is the process of decision research, including the corporate governance making and the process by which decisions are index, institutional ownership, ownership implemented in large businesses is known as structure, independent commissioners, shareholder Corporate Governance. There are various theories rights, and director composition. The results which described by the relationship between shown that corporate governance increases firm various stakeholders of the business, while value (Connelly et al., 2012; Singhal, 2014; carrying out the activity of the business. Villanueva-Villar et al., 2016). The results of research by Ammann et al. (2011) who examined Shleifer & Vishny (1997) stated that corporate 22 developed countries also showed the same governance as “the ways in which suppliers of results, corporate governance can increase firm finance to corporations assure themselves of value. Furthermore, Mitton (2002) was examined getting a return on their investment”. OECD in five East Asian countries during the Asian crisis. 1999 was defined by corporate governance as a It was founded corporate governance had a system, which business corporations are directed positive effect on company performance. Klapper and controlled”. and Love (2002) examined 14 developing countries and found that corporate governance Corporate governance is the broad term described increases the company's profitability and market with some processes, customs, policies; laws and value. institutions, that direct the organizations and corporations in the way, they act administer and Theoretical control their operations. Corporate governance is a set of regulations and the corporate governance Corporate Governance has traditionally specified the rules of business The definition of corporate governance based on decision making that apply to the internal the Decree of the Minister of SOEs Number Kep- mechanisms of companies (Bostan & Grosu, 117 / M-MBU / 2002 is: "A process and structure 2010; Güler & David, 2010). 538 www.psychologyandeducation.net
PSYCHOLOGY AND EDUCATION (2021) 58(5), ISSN 1553 - 6939 Article Received: 22th November, 2020; Article Revised: 26th March, 2021; Article Accepted: 26th April, 2021 performance of the company because large Profitability companies have a further perspective, so they participate more in grown the company's social Munawir (2007) said that profitability is a performance”. company's ability to generate profits". According to Sudana (2011) stated that a profitability is "the The fundamental understanding in this theory is ability of a company to generate profits by using firm size with the determinant by the market's owned sources such as assets, capital, or company size. Additionally, it is understood that the focus sales. is on the firm's specialization in that larger firms are supported by larger markets, which in turn A profitability of a company shown that the ratio enhances their specialization. between profit and assets or capital with produces this profit. In other words, profitability is an A theory of the firm was consists of a number on ability of a company to achieve profit. The economic theories that explain and predict the profitability of a company will affect to the nature of the firm, company, or corporation, policies of investors on the investment made. including its existence, behavior, structure, and relationship to the market. An ability of a company to generate profits will be able to attract investors to invest their funds in In simplified terms, the theory of the firm aims to order to expand their business, on the other hand, answer these questions: a low level of profitability will cause investors to 1. Existence. Why do firms emerge? Why are withdraw their funds. As for the company itself, not all transactions in the economy profitability can be used as an evaluation of the mediated over the market? effectiveness for management on the business 2. Boundaries. Why is the boundary between entity. firms and the market located exactly there with relation to size and output variety? Company profitability is one of the bases for Which transactions are performed assessing the condition of a company, that we internally and which are negotiated on the need an analytical tool to be able to assess it. market? Thus, every business entity will always try to 3. Organization. Why are firms structured in increase its profitability, because the higher the such a specific way, for example as to level of profitability of a business entity, the hierarchy or decentralization? What is the survival of the business entity will be more secure. interplay of formal and informal relationships? According to R. Agus Sartono (2010, 122) 4. Heterogeneity of firm [2] discussed that a profitability is the company's actions/performances. What drives ability to earn profits in relation to sales, total different actions and performances of assets, and own capital. According to Sutrisno firms? (2009, 16) said that a profitability is the ability of 5. Evidence. What tests are there for respective a company to generate profits with all the working theories of the firm? capital in it. According to Sofyan Syafri Harahap (2009, 304) preferred that profitability described Firms exist as an alternative system to the market- with the company's ability to earn profits through price mechanism when it is more efficient to all existing capabilities and resources such as sales produce in a non-market environment. For activities, cash, capital, number of employees, example, in a labor market, it might be very number of company branches, and so on. difficult or costly for firms or organizations to engage in production when they have to hire and Company Size fire their workers depending on demand/supply conditions. It might also be costly for employees According to Consoladi et al., in Oktaviani (2014) to shift companies every day looking for better stated that: "company size can affect a social alternatives. Similarly, it may be costly for 539 www.psychologyandeducation.net
PSYCHOLOGY AND EDUCATION (2021) 58(5), ISSN 1553 - 6939 Article Received: 22th November, 2020; Article Revised: 26th March, 2021; Article Accepted: 26th April, 2021 companies to find new suppliers daily. Thus, firms of intellectual capital, such as human capital, engage in a long-term contract with their structural capital, and customer capital. employees or a long-term contract with suppliers to minimize the cost or maximize the value of Methodology property rights The type of data is quantitative data with Firm Value secondary data, which is taken from the annual reports of public companies in Indonesia from According to Sujoko and Soebiantoro (2007) in 2012 to 2019. The company's annual reports Hermuningsih (2009) discussed that firm value is include: annual reports, corporate governance an investor's perception of a company's success reports, and financial reports. All data is taken rate, which is closely related to its share price. from ICMD publications, the Indonesia Stock High stock prices create high firm value, and Exchange website, company websites, and other increase market confidence not only in the media (http://finance.yahoo.com and company's current performance, but also in the http://ticmi.com). The research approach used is company's future prospects. The stock price has Partial Least Square (PLS) with analysis using the been used closing price, and occurs when the WarpPLS software. shares are traded on the market (Fakhruddin and Hadianto, 2001). This population was all publicly traded companies in Indonesia, with the population criteria as The value of the company (Value Of The Firm) is follows: a certain condition that has been achieved by a company as a reflection of public trust in the a. The company is listed on the Indonesian Stock company after going through a process of activity Exchange (IDX) until 2019. for several years, such from the time a company b. Publish a corporate governance report was founded until now. contained in the annual report for 2012 - 2019 and can be accessed through the Indonesia Stock Firm value is very important for investors. Sujoko Exchange (IDX) website and the company's and Soebiantoro (2007) suggested that firm value official website. is the investor's perception of the company's c. The company presents complete financial success rate which is often associated with stock reports for 2012 - 2019 in rupiah currency, this prices. Therefore, before making a decision to buy criterion is intended, researchers do not make shares, generally an investor will look for an adjustments that are feared to cause estimate of the company's value (Tandelilin, 2010: miscalculations and interpretations. 363). Table 2. Research Sample Selection Results Intellectual Capital Noted Company Johanson et al., (2009) stated that intellectual Amount capital can relate to other disciplines such as corporate strategy and production of measurement The company is listed on the 612 tools. From a strategic perspective, intellectual Indonesian Stock Exchange until 2018 capital can be used to create and use knowledge to expand other companies. On the other hand, the The company did not publish a (566) measurement side focuses on how a new reporting corporate governance report until mechanism can be developed that can measure 2018 non-financial, qualitative information, and items Number of sample companies 46 of intellectual capital in addition to traditional quantification of financial data. Many models of Number of data / company 322 intellectual capital are used by researchers, but in observations (2012 - 2018) general researchers identify three main constructs Source: BEI, April 2021 and company website 540 www.psychologyandeducation.net
PSYCHOLOGY AND EDUCATION (2021) 58(5), ISSN 1553 - 6939 Article Received: 22th November, 2020; Article Revised: 26th March, 2021; Article Accepted: 26th April, 2021 Mediation analysis using PLS of corporate governance and corporate social responsibility on firm value. PLS can be used to Solimun (2011) was examined with the testing of test the causal relationship of research variables mediating or intervening variables. In mediation that have not much theoretical support or the testing, some researchers use SEM or PLS research is explanatory (Ghozali and Latan, 2014). analysis techniques (Hair et al., 2014). Testing for mediation is not sufficient only if it is based on a model analysis involving the mediating variable. The results of this analysis indicate a variable as a mediating variable, but it is not necessarily true. Another reason is that PLS is able to analyze constructs with reflective and formative indicators Data Analysis Method (Hair et al., 2014). Descriptive Statistics Sobel test is a tool in mediation analysis testing. Descriptive statistics are used in this study to From the results of the PLS analysis, the path describe the characteristics of the research coefficient a along with the standard error and the variables, so that they are easy to understand and path coefficient a (or called sa) are obtained, and interpret. This analysis is used to analyze data by the path coefficient b (or called sb) is obtained. describing or describing the collected data as is The Sobel test will produce a standard error of the without the intention of making general or indirect effect of X on Y through the mediation of generalized conclusions, which include maximum, M, namely the coefficient ab, with the standard minimum, and average values. Based on the value deviation of ab as follows: obtained, then an analysis is carried out which aims to reveal the phenomena contained in each variable used in this study, namely corporate governance, profitability, company size, From the T count value, the p value is obtained. If intellectual capital and firm value. the p-value < 0.05 indicated that the mediating effect of the M variable on testing the relationship Inferential statistics between X and Y. This study uses inferential statistical analysis, which is an analysis conducted to test the research Results hypotheses that have been formulated. The approach used is Partial Least Square (PLS) with Description of Research Variables analysis using the WarpPLS software. The reason This study was used with five latent variables with for using Partial Least Square (PLS) is that there a total of nine indicators and to measure the latent are several hypotheses that do not have a solid variables. The following shown the results of a theoretical basis. The research hypothesis is description of the research variables using the related to the mediating variables in the influence average value and standard deviation. Table 3. Results of the descriptions of research variables N Minimum Maximum Mean Std. Deviation HPS 322 .3 1.0 .909 .1186 PAPS 322 .5 1.0 .827 .1172 PPK 322 .5 1.0 .909 .1252 PnT 322 .5 1.0 .829 .0798 TJDnD 322 .0 .9 .791 .1027 541 www.psychologyandeducation.net
PSYCHOLOGY AND EDUCATION (2021) 58(5), ISSN 1553 - 6939 Article Received: 22th November, 2020; Article Revised: 26th March, 2021; Article Accepted: 26th April, 2021 P 322 -.1 .7 .096 .1065 C 322 28.3 34.8 31.222 1.3463 322 -.9 16.3 3.307 1.8253 Intellectual Capital TobinsQ 322 .5 27.7 2.513 3.4882 322 Valid N (listwise) deviation of 0.1065. The company size variable is measured using one indicator. The results in the Source: Research Data Processed (2021) company size also obtained an average of 31.222 with a standard deviation of 1.3463. The The corporate governance variable was measured intellectual capital variable was measured using with five indicators, such as Shareholder Rights one indicator. The results of Intellectual Capital (HPS), Fair Treatment for Shareholders (PAPS), were obtained an average of 3.307 with a standard Stakeholder Roles (PPK), Disclosure and deviation of 1.8253. The firm value variable is Transparency (P&T), and Responsibilities of the measured using one indicator, such Tobins Q. The Board of Commissioners and Directors (TJD & results of the description of Tobins Q obtained an D). The results of the description of Shareholder average of 2.513 with a standard deviation of Rights (HPS) was obtained an average of 0.909 3.4882. with a standard deviation of 0.1186, a description of the Fair Treatment for Shareholders (PAPS), obtained an average of 0.827 with a standard deviation of 0.1172, description The Role of Outer Model Test Results Stakeholders (PPK) obtained an average of 0.909 The results of the outer model test for formative with a standard deviation of 0.1252, the measurements were carried out using the description of Disclosure and Transparency (P&T) convergent validity test and the discriminant obtained an average of 0.829 with a standard validity test. Convergent validity testing is shown deviation of 0.0798, and a description of the from the p-value of each indicator, provided that Responsibilities of the Board of Commissioners the p-value is less than 0.05 (p-value < 0.05) and Directors (TJD & D). obtained an average of indicated that the indicator is valid. The 0.791 with a standard deviation of 0.1027. discriminant validity test is shown from the multicollinearity test of each indicator, provided The results of the description of the profitability that the VIF value is less than 5 (VIF < 5), there is were obtained an average of 0.096 with a standard no multicollinearity problem between indicators. 542 www.psychologyandeducation.net
PSYCHOLOGY AND EDUCATION (2021) 58(5), ISSN 1553 - 6939 Article Received: 22th November, 2020; Article Revised: 26th March, 2021; Article Accepted: 26th April, 2021 Table 4. Outer Model Test Results ********************* * Indicator weights * ********************* Corporate Governance P C Intellectual Capital Firm Value Type (a SE P value VIF WLS ES HPS 0.211 0.000 0.000 0.000 0.000 Formati 0.054
PSYCHOLOGY AND EDUCATION (2021) 58(5), ISSN 1553 - 6939 Article Received: 22th November, 2020; Article Revised: 26th March, 2021; Article Accepted: 26th April, 2021 Table 5. Model Fit Test Average path coefficient (APC)=0.219, P
PSYCHOLOGY AND EDUCATION (2021) 58(5), ISSN 1553 - 6939 Article Received: 22th November, 2020; Article Revised: 26th March, 2021; Article Accepted: 26th April, 2021 Table 7. Hypothesis Testing Results EFFECT BETWEEN Coefficien No. P-value Results VARIABLES t Corporate Governance → Firm 1 -0.160 0.002 Accepted Value 2 Profitability → Firm Value 0.832 0.000 Accepted 3 Company Size → Firm Value -0.009 0.439 Rejected Intellectual Capital → Firm 4 -0.154 0.003 Accepted Value Corporate Governance → 5 -0.159 0.005 Accepted Intellectual Capital Profitability → Intellectual 6 0.563 0.000 Accepted Capital Company Size → Intellectual 7 -0.158 0.001 Accepted Capital Corporate Governance → 8 Intellectual Capital → Firm 0.024 0.046 Accepted Value Profitability → Intellectual 9 -0.087 0.007 Accepted Capital → Firm Value Company Size → Intellectual 10 0.024 0.045 Accepted Capital → Firm Value Source: Research Data Processed (2021) Based on testing the latent variable model, it was the development of a hypothetical model, which is grouped into two groups, such as exogenous theoretically supported by empirical data. Testing variables and endogenous variables. The the results of the analysis with Partial Least exogenous variables are corporate governance, Square (PLS) in known the effect between profitability, and company size. Endogenous variables in full can be seen in the following variables such as the intellectual capital and firm figure: value variables. The model is said to be good if 545 www.psychologyandeducation.net
PSYCHOLOGY AND EDUCATION (2021) 58(5), ISSN 1553 - 6939 Article Received: 22th November, 2020; Article Revised: 26th March, 2021; Article Accepted: 26th April, 2021 Figure 3. Research Model with Partial Least value. These results indicated that the hypothesis Square is accepted. The results of hypothesis testing are presented H3: company size has an impact to firm value as follows: A hypothesis of the effect between company size variable and firm value variable obtained a path H1: corporate governance affects to firm value coefficient of -0.009 with a p-value of 0.439 (p > A hypothesis for the effect between corporate 0.05), because the company size variable has a governance variable and firm value variable negative but not significant effect on the firm obtained a path coefficient of -0.160 with a p- value variable, means that the higher the company value of 0.002 (p < 0.05), so the corporate size is not will affect to firm value. These results governance variable has a significant negative indicated that the hypothesis is rejected. effect on firm value variable, means that the higher corporate governance will affect the lower H4: intellectual capital has an impact to firm of firm value. These results indicated that the value hypothesis is accepted. A hypothesis for the effect between intellectual capital variable on the firm value variable H2: profitability has an impact to firm value obtained a path coefficient of -0.154 with a p- A hypothesis of the effect between profitability value of 0.003 (p < 0.05), so the intellectual variable and firm value variable obtained a path capital variable has a significant negative effect on coefficient of 0.832 with a p-value of 0.000 (p < the firm value variable, means that the higher 0.05), so the profitability variable has a significant intellectual capital will have an effect on the lower positive effect on the firm value variable, means the firm value. These results indicated that the that if profitability will be high, so increase a firm hypothesis is accepted. 546 www.psychologyandeducation.net
PSYCHOLOGY AND EDUCATION (2021) 58(5), ISSN 1553 - 6939 Article Received: 22th November, 2020; Article Revised: 26th March, 2021; Article Accepted: 26th April, 2021 H5: corporate governance has an impact to H9: Profitability has an impact to firm value intellectual capital through intellectual capital A hypothesis for the effect between corporate A hypothesis for the effect between profitability governance variables and the intellectual capital variable on the firm value variable through variable obtained a path coefficient of -0.159 with intellectual capital obtained a path coefficient of - a p-value of 0.005 (p < 0.05), so the corporate 0.087 with a p-value of 0.000 (p < 0.05), so governance variable has a significant negative profitability variable has a significant negative effect on the intellectual capital variable, means effect on the firm value variable through that the higher corporate governance will have an intellectual capital, means that higher the effect on the lower the intellectual capital. These profitability. It will be affect the lower firm value results indicated that the hypothesis is accepted. through intellectual capital. These results indicated that the hypothesis is accepted. H6: profitability has an impact to intellectual capital H10: company size affects firm value through A hypothesis for the effect between profitability intellectual capital variable and intellectual capital variable obtained A hypothesis for the effect between the company a path coefficient of 0.563 with a p-value of 0.000 size variable and firm value variable through (p < 0.05), so profitability variable has a intellectual capital obtained a path coefficient of significant positive effect on the intellectual 0.024 with a p-value of 0.045 (p < 0.05). So, the capital variable, means that the higher the company size variable has a significant positive profitability will have an effect to the higher the effect on the firm value variable and intellectual intellectual capital. These results indicated that the capital, means that it is higher. Company size will hypothesis is accepted. have an effect on the higher firm value through intellectual capital. These results indicated that the H7: company size has an impact to intellectual hypothesis is accepted. capital A hypothesis for the effect between the company Conclusion size variable on the intellectual capital variable Corporate governance and company size have a obtained a path coefficient of -0.158 with a p- significant negative effect on intellectual capital, value of 0.001 (p < 0.05), so a company size which indicated that a higher the corporate variable has a significant negative effect on the governance and the company size, the lower the intellectual capital variable, means that the higher intellectual capital of the company. While, a the company size will have an effect on the lower profitability has a significant positive effect on the intellectual capital. These results indicated that intellectual capital, which shown that a higher the the hypothesis is accepted. profitability, the more impact it will be high H8: Corporate governance has an impact to intellectual capital of the company. firm value through intellectual capital Corporate governance and intellectual capital have A hypothesis for the effect between corporate a significant negative effect on firm value, which governance variables on the firm value variable indicated that higher the corporate governance and through intellectual capital obtained a path intellectual capital, the lower the firm value, while coefficient of 0.024 with a p-value of 0.046 (p < profitability has a significant positive effect on 0.05), so the corporate governance variable has a firm value, which indicated that a higher the significant positive effect on the firm value profitability, the more impact it will be high firm variable through intellectual capital, means that it value of the company. is higher. Corporate governance will have an effect on the higher firm value through intellectual capital. These results indicated that the hypothesis is accepted. 547 www.psychologyandeducation.net
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