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Information Management System of SMEs in Northeastern of Thailand

!"# !$%&&' !()(*+,&- Chupong Pundang* Nitaya Waidee2 Suphika Prasertporn3 Napassawan Dathumma4 Ratchda

Srisurapol5 and Kanokon Boonmee6 Received: October 31,2018, Revised: January 6,2018, Accepted : January 22,2018

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Assistant Professor, Faculty of Business Administration, North Eastern University

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Abstract

The purposes of this research was to test and develop a model of structural equation for information management system of SMEs in Northeastern of Thailand. The sample consisted of 384 Business SMEs in the Northeastern of Thailand by using multi-stage sampling technique. The instrument used in this research was questionnaire and structural equation model to find relationship of model elements. The research results showed that the model of structural equation for information management system of SMEs in Northeastern of Thailand was consistent with the empirical data via Chi-square=83.971, df=113, p=0.981, CMIN/DF=0.743, GFI=0.977, AGFI=0.965, CFI=1.000, RMR=0.020 and RMSEA=0.000 The results of hypothesis testing showed that the confirmatory factors of the Information technology, service quality and operation efficiency had positive influences on the business performance. This research benefits for developing the model of information management system of SMEs, and to be able to use the research results as the basis for planning, developing the key elements in investing and managing the SMEs in order to obtain the competitive advantage.

Keywords : Information Technology, Service Quality, Operation Efficiency, Business Performance

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Performance Measures: Evidence from a Balanced Scorecard at Store24. Journal of Management Accounting Research, 27(2) : 39-65.

Dhaka, V. P. and Nahar, P. (2014). A Review : Benefits and Critical Factors of Customer Relationship Management. International Journal of Advanced Networking and Applications. 6(1) : 2191- 2194.

Kaplan, R. S., and Norton, D. P. (1996). Linking the balanced scorecard to strategy. California Management Review, 39(1) : 53-79.

Khan, M. K. (2015). Factors Essential for Longevity Among Dow Jones Index Organizations : QCA Analysis. The Journal of Developing Areas, 49(6) : 469-479.

Krejcie, R.V., & Morgan, D.W. (1970). Determining Sample Size for Research Activities. Educational and Psychological Measurement, 30 : 608-610.

Mittal, S. and Gera, R. (1012). Relationship Between Service Quality Dimensions and Behavioral Intentions:

An Sem Study of Public Sector Retail Banking Customers in India. Journal of Services Research, 12(2) : 57-73.

Olszak, C. and Bartus, T. (2013). Multi-Agent Framework for Social Customer Relationship Management Systems. Issues in Informing Science and Information Technology, 10 : 367-387.

Zeithaml, V. A., Berry, L.L., and Parasuraman, A. (1996). The behavioral consequences of service quality.

Journal of marketing, 60(2) : 31-46.

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Effects of Efficiency of Accounting Information System on Firm Performance of Thai- Listed Companies in the Stock Exchange of Thailand

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This research aimed to examinethe effects of efficiency of accounting information system on firmperformanceof listed companies in the Stock Exchange of Thailand

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The research was conducted by using questionnaires as research instruments for collecting data from 213 accounting executives of Thai- Listed Companies. The efficiency of accounting information system was set as independent variables, including, Accuracy, Completeness, Timeliness, and Understandability. The dependent variable is firm performance, which included financial and non-financial perspective.

The results found that the efficiency of accounting information system in aspects of accuracy and completeness had positive effect on overall firm performance of the Thai-listed companies.

The efficiency of accounting information system in aspectsof accuracy, completeness, timeliness, and understandability had positive effect on firm performance in aspects to financial perspective of Thai-listed companies. The efficiency of accounting information system in aspects of accuracy and understandability had positive effect on firm performance in aspects to non-financial perspective. TheThai-listed companies and other related organization can apply this research for improving the accounting information system efficiency in order to increase business performance in the future.

Keyword: Accounting Information System, Efficiency, Performance, Thai-listed Company

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U(9&!UV7F*7T( ;!L*(V%*!H%%, # ; 4(2) : 91 – 100

Aaker, D. A., Kumar, V. & Day, G. S. (››ƒœMarketing research. New York : John Wiley & Son Angeloni, S. (2016ƒœCautiousness on convergence of accounting standards across countries.

Corporate Communications: An International Journal, 21(2ƒ: 246-267œ

Arunruangsirilert,T (›„ƒ. Does management accounting information affect firm value? Evidence from the Stock Exchange of Thailand. Journal of Accounting Profession, 13(40): 42 - 55

Bebeselea, M. (2014). Accounting Information and Its Users. A Study of the Supply and Demand of Accounting Information in Romania. Economics, Management, & Financial Markets, 9(4) : 150-157.

Berger,G.R. (2011) Challenges and opportunities in disclosure research—A discussion of ‘the financial reporting environment: Review of the recent literature. Journal of Accounting and Economics, 51(1-2) : 204-218

Beyer,A, Cohen, D.A., Lys, T.Z. & Walther,B.R. (2010) The financial reporting environment: Review of the recent literature Journal of Accounting and Economics, 50(2-3) : 296-343

Bishop, W. A. (2017). Addressing The Challenge Of Strategic Alignment Faced By Small And Medium- Sized Entities During The Selection Of Accounting Software Packages. The International Business

& Economics Research Journal (Online): Littleton, 16(1), 31-54.

Cheng et al., (2005). The Value Relevance of Earnigs and Book Value Under and Purchase Accounting, Advance in Accounting, 21 : 25 – 59

Elbanna, Child, & Dayan .(2013). A model of antecedents and consequences of intuition in strategic decision-making: Evidence from Egypt. Long Range Planning. 46 : 149-176

Hair, J., Black, W., Babin, B., Anderson, R., & Tatham, R. (2006). Multivariate data analysis (6th ed.).

Uppersaddle River, N.J.: Pearson Prentice Hall.

Kardan, B., Salehi, M., & Abdollahi, R. (2016). The relationship between the outside financing and the quality of financial reporting: evidence from Iran. Journal of Asia Business Studies: Bingley, 10(1), 20-40.

Konthong, K., Ussahawanitchakit, P. (2010). AIS competency, accounting outcomes, and firm performance: An empirical study of Thai-listed firms. Journal of International Management Studies, 10(3): 43-67

Lam, K. C. K., Sami, H., & Zhou, H. (2013). Changes in the value relevance of accounting information over time: Evidence from the emerging market of China. Journal of Contemporary Accounting&

Economics, 9(2): 123–135. doi: https://doi. org/10.1016/j.jcae.2013.06.001

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Malekinejad. R.( 2016). The effectiveness of financial statement in management decision making.

International Journal of Accounting Research.2(11),91 – 95.

Marcus, M. L. (2015). Accessing vs Sourcing Knowledge: A Comparative Study of R&D Internationalization Between Emerging and Advanced Economy Firms. Journal of International Business Studies, 46(1) : 63-86.

Mohammed, A. A., Rashid, B. B., & Tahir, S. B. (›'ƒœCustomer Relationship Management (CRM) Technology and Organization Performance: Is Marketing Capability a Missing Link? An Empirical Study in the Malaysian Hotel Industry. Asian Social Science, ›ƒ, ¦„-œ

Nunnally, J. C. (1978). Psychometric theory. New York : McGraw-Hill.

Oluwafemi, A.S, Israel, A. N., Simeon, A.O., & Olawale, O. (2014.) Risk management and financila performance of banks in Nigeria. European Journal of Business and Management. 6 (31):336 - 342

Omokhudu, O. O., & Ibadin, P. O. (2015). The value relevance of accounting information: evidence from Nigeria. Accounting and Finance Research,4(3), 20–30. doi: https://doi.org/10.5430/afr.

v4n3p20

Pun and White (››)). A performance measurement paradigm for integrating strategy formulation: A review of systems and frameworks. International Journal of Management Reviews .7(1): 49-71 Sajady H, Dastgir M, Nejad HH (2008) Evaluation of the effectiveness of accounting information systems.

International Journal of Information Science and Management 6: 49-59

Socea, A. (2012). Managerial Decision-Making and Financial Accounting Information. Procidia- Social and behavior Science, 58 47 -55.

Suryanto, T. (2016ƒœAudit Delay and Its Implication for Fraudulent Financial Reporting: AStudy of Companies Listed in the Indonesian Stock Exchange. European Research Studies Journal, 191ƒ : 18-31

Thapayom, A. & Ussahawanitchakit, P. (2015). Accounting information system excellence and goal achievement: evidence from information and communication technology businesses in Thailand.

The Business and Management Review, 7(1) : 309-321

Wright, K. L. T. (2016ƒœFinancial summary. Annual Report, 3-18, Retrieved from http://nyassembly.gov/comm/Housing/2016Annual/index.pdf

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