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Determinants of Audit Fees for Companies Listed on the Market for Alternative Investment
¥»ª·µ´ª´*1¤·¡¥r´ÊÁ°·2¨³»ª¦¦µÁ¨µ®³ª·»·Í3 Yuwathida Kanthawang Manatip Tangeakchit2and Suvanna Laohavisudhi3 Received: December 22,2017, Revised: May 30,2018, Accepted : June 25,2018
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* Master of Accountancy Program, Faculty of Business Administration, Chiang Mai University
2 ¼onª¥«µ¦µµ¦¥r £µª·µµ¦´¸ ³¦·®µ¦»¦· ¤®µª·¥µ¨´¥Á¸¥Ä®¤n
2 Assistant Professor, Department of Accounting, Faculty of Business Administration, Chiang Mai University
3 ¦°«µ¦µµ¦¥r £µª·µµ¦´¸ ³¦·®µ¦»¦· ¤®µª·¥µ¨´¥Á¸¥Ä®¤n
3 Associate Professor, Department of Accounting, Faculty of Business Administration, Chiang Mai University
Abstract
The objective of this study aimed to examine determinants of audit fees for companies listed on the Market for Alternative Investment (MAI). Variables in this study include company size, company complexity, company liquidity, company profitability, company risk, non-audit fee, audit report lag, corporate governance rating, auditor’s report format, and type of company’s audit firm, which were specifically focused to ascertain if any of them influenced to the audit fees. The total of 352 entries of data found during 2556 - 2559B.E. were collected; then, all acquired data were analyzed by the multiple regression analysis. The findings presented that every year during 2556 - 2559B.E., rate of audit fees for companies listed on the Market for Alternative Investment (MAI) had been increased. According to the multiple regression analysis, company complexity, audit report lag, and type of company’s audit firm had positive relationships and affected on the audit fees at 0.01 of statistical significance or at 99% of confidence level. In addition, company size had positive relationship and impacted on the audit fees at 0.05 of statistical significance or at 95% of confidence level. This study shall, therefore, benefit to the companies listed on the Market for Alternative Investment (MAI) in estimating budget for audit fees and to the auditors in setting up audit fees.
Keywords
: Audit Fee, Market for Alternative Investment (MAI).1ε
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(Dependent Variable)
nµ¦¦¤Á¸¥¤µ¦°´¸
(Audit Fee)
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- ªµ¤´o° °¦·¬´
- £µ¡¨n° °¦·¬´
- ¨¦³Á¤·µ¦Îµ´¼Â¨·µ¦¸É¸
- ¦¼Â °¦µ¥µ¼o°´¸
- ªµ¤µ¤µ¦Äµ¦ÎµÎµÅ¦ °¦·¬´
- ªµ¤Á¸É¥ °¦·¬´
- ´nªnµ¦·µ¦°ºÉ¸É°Á®º°µµ¦°´¸
- ¦³¥³Áª¨µ¸ÉÄoĵ¦°°¦µ¥µµ¦°´¸
- ¦³Á£ °Îµ´µ°´¸
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¤¤·µ¸É 8 : ´nªnµ¦·µ¦°ºÉ¸É°Á®º°µµ¦°´¸¤¸ªµ¤´¤¡´rÁ·¨´nµ¦¦¤Á¸¥¤
µ¦°´¸
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µ¦°´¸
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3. ¦³Á¸¥ª·¸µ¦ª·´¥
o°¤¼¨¸ÉÄoĵ¦«¹¬µ´ÁȦª¦ª¤ o°¤¼¨µ¦µ¥µ¦³Îµ¸ ¨³Â¦µ¥µ¦ o°¤¼¨¦³Îµ¸
(56-1) µÁªÈÅr °Îµ´µ³¦¦¤µ¦Îµ´®¨´¦´¡¥r¨³¨µ®¨´¦´¡¥r ¨³¦ª¦ª¤ o°¤¼¨ °¨µ¦
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2556 - 2559 ÁȦ³¥³Áª¨µ 4 ¸ ¤¸Îµª o°¤¼¨´Ê·Ê 462 o°¤¼¨ ¤¸Îµª o°¤¼¨¦oª¦ª¤ 352 o°¤¼¨ Ã¥¤¸
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AFEEi, t ɴ0 ɴ1SIZEi,t ɴ2COMPLEXi,t ɴ3CRi,t ɴ4CGRi,t-1 ɴ5OPINIONi,t-1 ɴ6ROAi,t ɴ7LEVERAGEi,t ɴ8NAFEEi,t ɴ9ARLi,t ɴ10BIG4i,t ei,t
Ã¥¸É
AFEEi,t º° εªnµ¦¦¤Á¸¥¤µ¦°´¸ °¦·¬´ i ĸ¸É t
SIZEi,t º° µ °¦·¬´ª´nµµÎµª·¦´¡¥r¦ª¤ °¦·¬´ i ĸ¸É t COMPLEXi,t º° ªµ¤´o° °¦·¬´ª´nµµÎµª¦·¬´¥n°¥ °¦·¬´ i ĸ¸É t
CRi,t º° £µ¡¨n° °¦·¬´ª´nµµ°´¦µnª»®¤»Áª¸¥ °¦·¬´ i ĸ¸É t
CGRi,t-1 º° ¨¦³Á¤·µ¦Îµ´¼Â¨·µ¦ °¦·¬´ i ĸ¸É t-1 ª´nµµ
- 1 ¦·¬´¸ÉÅo¦´¨µ¦¦³Á¤·°¥¼nĦ³´ “¸Á¨·«w “¸¤µw ¨³ “¸”
- 0 ¦·¬´¸ÉŤnÅo¦´¨µ¦¦³Á¤·°¥¼nĦ³´ “¸Á¨·«” “¸¤µ” ¨³ “¸”
OPINIONi,t-1 º° ¦¼Â °¦µ¥µ¼o°´¸ °¦·¬´ i ĸ¸É t-1 ª´nµµ
- 1 ¦¼Â¦µ¥µ¼o°´¸ °¦·¬´ÂŤn¤¸ÁºÉ°Å ®¦º°Å¤n¤¸ÁºÉ°Å Ân¤¸ª¦¦Áo
- 0 ¦¼Â¦µ¥µ¼o°´¸ °¦·¬´Â¤¸ÁºÉ°Å ªµ¤Á®È
¨³Å¤nªµ¤Á®È
ROAi,t º° ªµ¤µ¤µ¦Äµ¦ÎµÎµÅ¦ °¦·¬´ª´nµµ°´¦µ¨°Â (εŦ»·) n°
·¦´¡¥r °¦·¬´ i ĸ¸É t
LEVERAGEi,t º° ªµ¤Á¸É¥ °¦·¬´ª´nµµ°´¦µnª®¸ Ê·¦ª¤n°nª °¼oº°®»o¦ª¤ °
¦·¬´ i ĸ¸É t
NAFEEi,t º° ´nªnµ¦·µ¦¸É°Á®º°µµ¦°´¸ °¦·¬´ª´nµµnµ¦·µ¦°ºÉ¸É °Á®º°µµ¦°´¸n°nµ¦¦¤Á¸¥¤µ¦°´¸ °¦·¬´ i ĸ¸É t
ARLi,t º° ¦³¥³Áª¨µ¸ÉÄoĵ¦°°¦µ¥µµ¦°´¸ °¦·¬´ª´nµµ¦³¥³®nµ¦³®ªnµ
ª´¸ÉĦµ¥µ °¼o°´¸´ª´¸Éĵ¦Á· °¦·¬´ i ĸ¸É t BIG4i,t º° ¦³Á£ °Îµ´µ°´¸ °¦·¬´ i ĸ¸É t ª´nµµ
- 1 ¦·¬´¸ÉÄo¦·µ¦µ¦¦ª°´¸µÎµ´µ°´¸Ä¨»n¤ Big4
- 0 ¦·¬´¸ÉŤnÄo¦·µ¦µ¦¦ª°´¸µÎµ´µ°´¸Ä¨»n¤ Big4 ei,t º° nµªµ¤¨µÁ¨ºÉ°
i º° ¦·¬´³Á¸¥Ä¨µ®¨´¦´¡¥rÁ°È¤ Á° Ű ¸ÉÄo«¹¬µ
t º° ¸¸Éo°µ¦«¹¬µ ¡.«. 2556 ¡.«. 2557 ¡.«. 2558 ¨³ ¡.«. 2559
4. ¨µ¦ª·´¥
µ¦«¹¬µ¸ ÊÄoµ¦ª·Á¦µ³®rÁ·¡¦¦µ (Descriptive Analysis) Á¡ºÉ°Áȵ¦°·µ¥¹¨´¬³Áº ʰo °
´ªÂ¦ °´ÅoÂn nµÁ¨¸É¥ (Mean) nµ¤´¥µ (Median) nµ¼» (Maximum) nµÎɵ» (Minimum) ¨³nµÁ¸É¥Á
¤µ¦µ (Standard Deviation) ¨³µ¦ª·Á¦µ³®r¤µ¦°¥Â¡®»¼ (Multiple Regression Analysis) Á¡ºÉ°
¡·µ¦µ¹ªµ¤´¤¡´r °´ªÂ¦µ¤Â¨³´ªÂ¦°·¦³Ân¨³´ª Ã¥¨µ¦ª·Á¦µ³®rÁ·¡¦¦µÁÈ´µ¦µ¸É 1
µ¦µ¸É 1 ··µ¦ª·Á¦µ³®rÁ·¡¦¦µ °´ªÂ¦Á·¦·¤µ£µ¡¦ª¤´ÊÂn¸ 2556 - 2559
´ªÂ¦ Mean Median Minimum Maximum Std. Deviation
AFEEi,t 1.53 1.20 0.44 6.40 0.92
SIZEi,t 13.87 9.68 1.50 132.32 15.33
COMPLEXi,t 3.06 2.00 0.00 26.00 4.27
CRi,t 3.35 1.68 0.13 90.05 6.71
ROAi,t 6.21 3.87 -85.87 805.96 45.75
LEVERAGEi,t 1.62 0.71 0.03 199.54 10.67
NAFEEi,t 3.20 0.00 0.00 129.95 11.62
ARLi,t 54.50 55.00 35.00 96.00 6.18
µµ¦µ¸É 1 Á¤ºÉ°¡·µ¦µÎµªnµ¦¦¤Á¸¥¤µ¦°´¸ (AFEEi,t) °¦·¬´³Á¸¥Ä¨µ
®¨´¦´¡¥rÁ°È¤ Á° Ű ¸É«¹¬µ´Ê®¤Îµª 352 o°¤¼¨Ä¦³®ªnµ¸ 2556 - 2559 ¡ªnµnµ¦¦¤Á¸¥¤µ¦°´¸
¤¸nµÁ¨¸É¥°¥¼n¸É 1.53 ¨oµµ Ã¥¤¸nµ¤´¥µ°¥¼n¸É 1.20 ¨oµµ nµÎɵ»Ánµ´ 0.44 ¨oµµ nµ¼»Ánµ´
6.40 ¨oµµ ¨³nªÁ¸É¥Á¤µ¦µÁnµ´ 0.92 ¨oµµ ¹ÉÂÄ®oÁ®ÈÅoªnµnµ¦¦¤Á¸¥¤µ¦°´¸¸É¤¸
nµÂnµ´
Á¡ºÉ°¡·µ¦µÂªÃo¤nµ¦¦¤Á¸¥¤µ¦°´¸ °¦·¬´ (AFEEi,t) µ¦«¹¬µ¸ ʹε o°¤¼¨¦·¬´
³Á¸¥Ä¨µ®¨´¦´¡¥r Á°È¤ Á° Ű ¸É¤¸ o°¤¼¨nµ¦¦¤Á¸¥¤µ¦°´¸ °¦·¬´ (AFEEi,t) ¦´Ê 4 ¸ ¤µ
¡·µ¦µÃ¥Äoµ¦Âªµ¤¸É (Frequency Distribution) Á¡ºÉ°Ä®o¦µÎµª¦·¬´³Á¸¥¸É¤¸µ¦¦´
nµ¦¦¤Á¸¥¤µ¦°´¸Á¡·É¤ ¹Ê ¹ÉÂŪoĵ¦µ¸É 2
µ¦µ¸É 2 µ¦Âªµ¤¸Éĵ¦¦´Á¡·É¤ °nµ¦¦¤Á¸¥¤µ¦°´¸ °¦·¬´ (AFEEi,t) ¸ 2556 - 2559
µ¦¦´°´¦µnµ¦¦¤Á¸¥¤µ¦°´¸Á¡·É¤ ¹Ê ªµ¤¸É ¦o°¥¨³
¦´» Ç ¸ (4 ¦´Ê)
¦´ 3 ¦´Ê
¦´ 2 ¦´Ê
¦´ 1 ¦´Ê
40 19 11 0
57.14 27.14 15.72 0.00
¦ª¤ 70 100
®¤µ¥Á®» : ¦·¬´³Á¸¥Ä¨µ®¨´¦´¡¥r Á°È¤ Á° Ű ¸É¤¸ o°¤¼¨¦ 4 ¸ (¡.«. 2556 - 2559)
µµ¦µ¸É 2 ¡ªnµ nµ¦¦¤Á¸¥¤µ¦°´¸ °¦·¬´³Á¸¥Ä¨µ®¨´¦´¡¥rÁ°È¤ Á° Ű
nªÄ®n¤¸µ¦¦´Á¡·É¤ ¹Ê»¸ (4 ¦´Ê) ·ÁȦo°¥¨³ 57.14 ¦°¨¤µ º° nµ¦¦¤Á¸¥¤µ¦°´¸ °¦·¬´
³Á¸¥Ä¨µ®¨´¦´¡¥rÁ°È¤ Á° Ű ¤¸µ¦¦´Á¡·É¤ ¹Ê 3 ¦´ÊĦ° 4 ¸ ·ÁȦo°¥¨³ 27.14 nµ¦¦¤Á¸¥¤
µ¦°´¸¤¸µ¦¦´Á¡·É¤ ¹Ê 2 ¦´ÊĦ° 4 ¸ ·ÁȦo°¥¨³ 15.72
µ¦µ¸É 3 µ¦Âªµ¤¸É °´ªÂ¦ Dummy Variables
´ªÂ¦ ªµ¤¸É ¦o°¥¨³
CGRi,t-1 1
CGRi,t-1 0
201 151
57.10 42.90 OPINIONi,t-1 1
OPINIONi,t-1 0
343 9
97.44 2.56 BIG4i,t 1
BIG4i,t 0
140 212
39.77 60.23
®¤µ¥Á®» : o°¤¼¨¸ÉÄoĵ¦«¹¬µ°¥¼nÄnª¦³®ªnµ¸ 2556 - 2559 εª´Ê®¤ 352 o°¤¼¨
µµ¦µ¸É 3 Á¤ºÉ°¡·µ¦µ¨¦³Á¤·µ¦Îµ´¼Â¨·µ¦¸É¸ °¦·¬´ (CGRi,t-1) ¡ªnµ ¦·¬´³Á¸¥
Ĩµ®¨´¦´¡¥rÁ°È¤ Á° Ű ĸ 2556 - 2559 nªÄ®nÅo¦´¨µ¦¦³Á¤·°¥¼nĦ³´ “¸Á¨·«” “¸¤µ” ¨³ “¸”
°¥¼n¸É¦o°¥¨³ 57.10 °¦·¬´³Á¸¥Ä¨µ®¨´¦´¡¥rÁ°È¤ Á° Ű Åo¦´¨µ¦¦³Á¤·µ¦Îµ´¼Â¨·µ¦¸É¸
®µª·Á¦µ³®rµ£µ¡¦ª¤¦³®ªnµ¸ 2556 - 2559 °¦¼Â °¦µ¥µ¼o°´¸ °¦·¬´ (OPINIONi,t-1) ¡ªnµ
¦·¬´³Á¸¥Ä¨µ®¨´¦´¡¥rÁ°È¤ Á° Ű nªÄ®n¦o°¥¨³ 97.44 Åo¦´¦¼Â¦µ¥µ¼o°´¸¸n°ÁÈ
¦¼Â¦µ¥µ¼o°´¸ÂŤn¤¸ÁºÉ°Å ¨³ÂŤn¤¸ÁºÉ°Å Ân¤¸ª¦¦Áo nª¦³Á£ °Îµ´µ°´¸
°¦·¬´ (BIG4i,t) ´Ê ¡ªnµ£µ¡¦ª¤¦³®ªnµ¸ 2556 - 2559 ¦·¬´³Á¸¥Ä¨µ®¨´¦´¡¥rÁ°È¤ Á° Ű
nªÄ®n¦o°¥¨³ 60.23 ŤnÅoÁ¨º°Äo¦·µ¦µ¦°´¸µÎµ´µ´¸Ä¨»n¤ Big4 °µ¸ ʨµ¦ª·Á¦µ³®r
´¤¦³··Í®´¤¡´r °´ªÂ¦ (Correlation Analysis) ÁÈ´µ¦µ¸É 4
µ¦µ¸É 4 ¨µ¦ª·Á¦µ³®r´¤¦³··Í®´¤¡´r °´ªÂ¦ (Correlation Analysis)
®¤µ¥Á®»: o°¤¼¨Ä¸ 2556 - 2559 ¦³°oª¥Îµª´ª°¥nµ 352 o°¤¼¨
** ®¤µ¥¹ ¤¸ªµ¤¤¡´r¸É¦³´´¥Îµ´ 0.01 * ®¤µ¥¹ ¤¸ªµ¤¤¡´r¸É¦³´´¥Îµ´ 0.05
µµ¦µ¸É 4 Á¤ºÉ°¡·µ¦µnµ´¤¦³··Í®´¤¡´rÂÁ¡¸¥¦r´ (Pearson Correlations) ° o°¤¼¨
´ª°¥nµ´Ê®¤  ¦³´´¥Îµ´µ··¸É 0.01 ®¦º°¦³´ªµ¤ÁºÉ°¤´É¸É¦o°¥¨³ 99 ¡ªnµnµ¦¦¤Á¸¥¤µ¦°´¸
°¦·¬´ (AFEEi,t) ¤¸ªµ¤´¤¡´r°¥nµ¤¸´¥Îµ´Ä·«µÁ¸¥ª´ () ´ µ °¦·¬´ (SIZEi,t) ªµ¤´o° °
¦·¬´ (COMPLEXi,t) ´nªnµ¦·µ¦°ºÉ¸É°Á®º°µµ¦°´¸ (NAFEEi,t) ¦³¥³Áª¨µ¸ÉÄoĵ¦°°¦µ¥µ
µ¦°´¸ (ARLi,t) ¨³¦³Á£ °Îµ´µ°´¸ (BIG4i,t) ¹É¤¸nµ´¤¦³··Í®´¤¡´rÁnµ´ 0.433 0.587 0.179 0.173 ¨³ 0.285 µ¤¨Îµ´ Á¤ºÉ°¡·µ¦µªµ¤´¤¡´r¦³®ªnµ´ªÂ¦°·¦³¦³®ªnµ´Â¨oª ¡ªnµ
´ªÂ¦°·¦³nªÄ®n¤¸ªµ¤´¤¡´r¸ÉÁȰ·¦³n°´ ¹Éε¤´¤¡´r °´ªÂ¦Ân¨³¼n³¤¸ªµ¤´¤¡´r
¦³®ªnµ´Ä¦³´´¥Îµ´¸É¼Å¤nÁ· 0.5 ÂÄ®oÁ®Èªnµ o°¤¼¨¸ÉεÄoĵ¦ª·Á¦µ³®r´ÊŤn¤¸´®µ Multicollinearity (´¨¥µ ªµ·¥r´µ 2556) ¹É®¤µ¥¹ ´®µ¸ÉÁ·µ´ªÂ¦°·¦³¤¸ªµ¤´¤¡´r´¦³®ªnµ´ªÂ¦ °µn
¨ÎµÄ®o¨µ¦°nµ´¤¦³··Í°¥Á¦¸¥Á¸¥  ¦³´´¥Îµ´¸Éε®ÅªoŤn¼o° ¥Áªo´ªÂ¦
ªµ¤´o° °¦·¬´ (COMPLEXi,t) ¸É¤¸ªµ¤´¤¡´r´nµ¦¦¤Á¸¥¤µ¦°´¸°¥nµ¤¸´¥Îµ´¸É¼Á· 0.5 Ânĵ¦«¹¬µ¦´Ê¸ Ê Åo¤¸µ¦°nµ VIF ¨³nµ Tolerance °´ªÂ¦°·¦³Ân¨³´ª ¹É¨µ¦°
Pearson Correlations
AFEE SIZE COMPLEX CR CGR OPINION ROA LEVERAGE NAFEE ARL BIG4 AFEE 1 0.433** 0.587** -0.016 0.045 -0.048 -0.098 0.005 0.179** 0.173** 0.285**
SIZE 1 0.384** -0.047 0.159** -0.005 -0.049 0.028 0.060 0.096 0.124*
COMPLEX 1 0.007 0.028 -0.048 -0.094 -0.031 0.029 0.067 0.091
CR 1 0.015 0.000 0.034 -0.049 -0.015 -0.024 -0.001
CGR 1 0.114* 0.061 -0.060 0.100 -0.100 0.048 OPINION 1 0.029 0.013 -0.028 -0.276** 0.095 ROA 1 -0.081 -0.018 -0.027 0.043
LEVERAGE 1 0.062 0.036 -0.052
NAFEE 1 0.040 0.132*
ARL 1 -0.081
BIG4 1
ªµ¤´¤¡´r¦³®ªnµ´ªÂ¦°·¦³ °´ªÂ¸ÉÄoĵ¦ª·Á¦µ³®r oµo °¥¼nÄÁr¸ÉŤnn°Ä®oÁ·´®µ
Multicollinearity ®¦º°´®µÄÁ¦ºÉ° °ªµ¤´¤¡´r´¦³®ªnµ´ªÂ¦°·¦³¸ÉÄoĵ¦«¹¬µ°¸oª¥ ´Ê¸ Ê ¼o«¹¬µÅo
嵦°nµ VIF ¨³nµ Tolerance °´ªÂ¦°·¦³Ân¨³´ªÅªoĵ¦µ¸É 5 ¹Éµ¨µ¦°´Ê ¡ªnµ
nµ VIF ¸ÉÅo¤¸nµÅ¤nÁ· 2.50 ¨³nµ Tolerance °´ªÂ¦°·¦³Ân¨³´ª¸É嵦°Â¨µ¦°ªnµÅ¤n
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´ªÂ¦ Tolerance VIF Coefficient t-Statistic Prob.
(t-Statistic)
(Constant) -0.1667 -0.3532 0.7242
SIZEi,t 0.810 1.235 0.0121 2.4524 0.0147 *
COMPLEXi,t 0.839 1.192 0.1014 7.8721 0.0000 **
CRi,t 0.993 1.007 -0.0003 -0.0539 0.9571
CGRi,t-1 0.935 1.069 -0.0103 -0.1446 0.8851
OPINIONi,t-1 0.907 1.102 -0.0202 -0.1067 0.9151
ROAi,t 0.977 1.024 -0.0009 -1.5941 0.1118
LEVERAGEi,t 0.976 1.025 0.0008 0.5780 0.5636 NAFEEi,t 0.962 1.039 0.0093 1.4033 0.1614
ARLi,t 0.900 1.111 0.0194 2.7593 0.0061 **
BIG4i,t 0.945 1.058 0.4017 4.8316 0.0000 **
Durbin-Watson 1.9424
R-squared 0.4757
Adjusted R-squared 0.4603
F - statistic 30.9397
Prob (F - statistic) 0.0000
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°·¦³ ´¸¤®µ´· ¤®µª·¥µ¨´¥¦¦¤«µ¦r).
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