Hidayatul  Khusnah, Agus Achmad Faisal, Mardiyah Anugraini, Firdeana Fitrotul Ula, The Effect of Company  Size on Audit 

Delay: The Moderating Role of Kap’s Reputation 

 

161 

 

 

The Effect of Company Size on Audit Delay: The Moderating Role 

of Kap’s Reputation 
 

 
Hidayatul Khusnah1, Agus Achmad Faisal2, Mardiyah Anugraini3, Firdeana Fitrotul 

Ula4, Wahidatul Husnaini5 
1234Faculty of Business Economics and Digital Technology, Universitas Nahdlatul Ulama  

5Universitas Mataram 

Surabaya e-mail: hidayatul.khusnah@unusa.ac.id, agusachmad023.ac18@student.unusa.ac.id, 

mardiyah@unusa.ac.id, firdeanafitrotul025.ac19@student.unusa.ac.id, 

wahidatul.husnaini@unram.ac.id  

 
Abstract: Financial statements  as a form of management’s  responsibility  to investors.  Financial 

reports  are a medium of communication between management and parties outside the company. 

The relevance of the information communicated will be lost if there is a slight delay in submission, 

therefore financial statements  must be presented on time. Financial reports  that have been pub- 

lished on the IDX are financial statements that have been audited.  Investors in the capital market 

need financial reports that are reliable, relevant, speedy and timely, easy to understand and can be 

used as comparisons. Financial performance is used by investors as a basis for making decisions to 

buy or sell stock assets owned by investors. This study aims to empirically examine the moderating 

effect of KAP size on the effect of firm size on audit delay of manufacturing companies listed on the 

Indonesia Stock Exchange in 2016–2021. This study uses quantitative research and uses financial 

statement data for food and beverage sub-sector manufacturing companies on the Indonesia Stock 

Exchange  from 2016–2021. The data analysis technique  in this study used partial  least squares 

(PLS). Based on the results of the study, shows that (1) firm size has a significant effect on audit 

delay and (2) KAP’s reputation can moderate  company size against audit delay. 

 
Keywords: company size, audit delay, reputation of KAP 

 
 
 

A.  INTRODUCTION 
 

Indonesia’s economic  condition is currently 

in the position  of the biggest crisis that  has ever 

happened. Since the  pandemic  that  occurred  in 

2020,  large companies  have suffered  enormous 

losses and have been forced  to carry out layoffs 

(Termination of Employment) on  a large  scale. 

In the  second  year  of the  Covid-19  pandemic, 

the Indonesian economy  is gradually improving, 

but  that  does  not  mean  that  large  companies 

can  escape  the  threat  of  an  economic  crisis. 

On the other  hand,  public companies  listed 

on the capital market must submit financial 

statements  as a form  of management’s  respon- 

sibility  to   investors.   Financial   reports   are   a 

medium   of  communication  between   manage- 

ment   and   parties   outside   the   company.   The 

relevance of the information communicated will 

be lost  if there  is a slight  delay  in submission, 

therefore financial statements  must be presented 

on time. Investors in the capital market need 

financial   reports   that   are   reliable,   relevant, 

speedy and  timely,  easy to understand, and  can 

be  used  as comparisons. 

As stated in the Statement  of Financial 

Accounting  Standards  (PSAK: 2009),  regarding 

the basic framework for the preparation and 

presentation of  financial  statements,  “financial 

reports   must  meet  four  quality  characteristics 

that  make  financial  statement information use- 

ful  for  several  users”.  The  four  characteristics 

are  understandable, relevant,  reliable  and  com- 

parable.  Attachment  to the Decree of the Chair- 

man of Bapepam (Capital Market Supervisory 

Agency) No.  Kep-431/BL/2012 concerning  sub- 

mission of periodic  financial  statements  of issu- 

 
 
 

161

mailto:khusnah@unusa.ac.id
mailto:khusnah@unusa.ac.id
mailto:ac18@student.unusa.ac.id
mailto:mardiyah@unusa.ac.id
mailto:mardiyah@unusa.ac.id
mailto:ac19@student.unusa.ac.id


Business and Finance Journal, Volume 7, No. 2, October  2022 

162 

 

 

ers and public companies states that financial 

statemen t s mu st b e accompanied by an 

accountant’s report in the context of auditing 

financial  statements, and  must  be  reported no 

later than the end of the fourth  month  after the 

closing  date  of the  company’s  annual  financial 

statements. 

A company  that  has a good  reputation can 

be  seen  from  the  timeliness  in  submitting   its 

audited   financial  statements   to  the  public.  If 

there  is a delay  in  the  submission  of  financial 

statements, it  can  be  said  that  the  company  is 

experiencing an audit delay. In 2019  as many as 

24 issuers or companies  listed on the Indonesia 

Stock  Exchange   (IDX)  will  receive  sanctions 

from the stock exchange authorities for not 

submitting  financial reports, there  are still many 

companies  that  are  absent  from  the  obligation 

to  submit  and  publish  financial  reports  so that 

they comply with capital market regulations 

(CNBC  Indonesia,  2019). 

Kartika  (2011)   states  that   audit   delay  is 

the  time  span  or  length   of  audit   completion 

from   the   closing  of  the   company’s   financial 

year  until  the  company  issues an  audit  report. 

Delays  in  the   publication  of  financial   state- 

ments can indicate problems in the financial 

statements, thus requiring a longer time to 

complete the audit. The length of time for 

completion of the  audit  by the  auditor  is seen 

from  the  time  difference  between  the  date  of 

the  financial   statements   and  the  date   of  the 

audit  opinion  in the  financial  statements. 

In  this  study,  researchers  took  one  of  the 

factors  that  affect audit  delay, namely company 

size. Ayu et  al. (2015)  state  that  company  size 

is the large or small volume  of a company  seen 

from the total  assets of the company  or its total 

assets. Most  large-scale companies  tend  to pub- 

lish  financial   reports   faster   than   small-scale 

companies because large companies usually have 

stronger  internal  controls  than  small-scale com- 

panies. Meanwhile, Apriyana (2018) states that 

company   size  is  the  size  of  a  company   mea- 

sured  using  the  total  assets of the  company  or 

the  total  assets  of  the  company   listed  in  the 

audited  financial  statements  using  logarithms. 

DeAngelo  (1981)  stated  that  KAP (Public 

Accounting  Firm)  is a  business  entity  that  has 

obtained   permission   from  the  Minister   of  Fi- 

nance   as  a  forum   for  public   accountants  to 

provide  their  services. The  speed  and  accuracy 

of  the  auditor   in  detecting  a violation  depend 

on  the  technological  capabilities  possessed,  au- 

dit  procedures, the  size of the  sample,  and  the 

experience   of  the  auditor.  The  big  KAPs are 

KAPs that  have  a  large  number   of  clients,  in 

DeAngelo’s  research  (1981)   KAPs are  divided 

into   two  groups,   namely  big  four   KAPs  and 

non-big  four  KAPs. With  the  large  number  of 

clients  they  have,  the  big four  KAP revenue  is 

more than the small KAP. With financial strength, 

large  KAPs can  have  better  technology  and  be 

able to recru it better human resources.  

DeAngelo   (1981)   concludes   that   KAPs  with 

good   reputations  are  believed  to  have  better 

audit  quality  than  smaller  KAPs. Ni  Made  and 

Ni  Luh  (2016)  stated  that  the  KAP reputation 

indicator   can  be  seen  from   the   use  of  KAP 

services that  are  affiliated  with  the  big four  or 

not.   The   Big  Four   KAP  categories   include 

KPMG,  Delloite,  PWC,  and  Ernst  and  Young. 

From  several previous  research  approaches 

that  have been  described  by researchers,  it can 

be  concluded   that   there   are  various  research 

results from one study to another. With the 

development of technology,  time and  company, 

it is necessary to re-research  in the latest period 

to  obtain  research  results  that  can  update  pre- 

vious  research. 



Hidayatul  Khusnah, Agus Achmad Faisal, Mardiyah Anugraini, Firdeana Fitrotul Ula, The Effect of Company  Size on Audit 

Delay: The Moderating Role of Kap’s Reputation 

163 

 

 

 

 

1.   Theoretical Foundation and Hypothesis De- 

velopment 

a.   Signalling theory 
 

Brigham  &  Ehrhardt (2005)  explains  that 

signalling is an action  taken  by the company  to 

provide  clues  to  investors  about  how  manage- 

ment  views the  company’s  prospects.  This  sig- 

nal  is in  the  form  of  information about  what 

management has done to realize the owner’s 

wishes. 

In  Wahyuningsih’s  research  (2016)  signal- 

ling  theory   explains  why  companies   have  the 

urge to provide  financial statement information 

to external parties. Company urges to provide 

information because there  is information  asym- 

metry  between  the  company  and  outsiders  one 

way to reduce asymmetric information is to 

provide  signals to outsiders  and announcements 

of the information market  participants interpret 

and analyze the information as a good  signal or 

a bad signal for investors  if the signal well then 

there is a change in the volume of stock trading. 

 
 

b.   Agency theory 
 

In   Hamdani’s   research   (2016)   agency 

theory describes the importance of company 

owners handing over the management of the 

company  to professionals  or what  we often  call 

agencies, who understand better in running  their 

daily business. In Hamdani’s research (2016) 

quoted  from Ujiyantho  & Pramuka  (2007),  it is 

explained   that   the   agency  relationship  arises 

when one or more principals employ agents to 

provide a service and then delegate decision- 

making  authority  to  the  agent.  That  way,  an 

agent  is  obliged  to  account   for  the  mandate 

given by the  principal  to  him. 

Saragih’s research  (2018)  an important fac- 

tor that needs to be considered in implementing 

agency  theory  is audit  delay.  Audit  delay  has a 

close relationship with the timeliness of the 

publication of  financial  statements  because  the 

benefits  of  financial  statements   are  reduced   if 

they are not  submitted  on time.  If the informa- 

tion   presented  is  not   delivered   on  time,   the 

value  of  the  information will be reduced.  The 

reduced   value   of   the   information  conveyed 

causes information asymmetry. Information 

asymmetry  is one  element  of agency  theory,  in 

this case, the agent knows more about the 

company’s  internal   information  in  detail  than 

the  principal. 

 
 

c.   Audit delay 
 

Financial  statements   are  the  main  instru- 

ment used by interested parties to assess the 

performance and  financial  condition of a com- 

pany as well as for requirements in making 

decisions. Financial reports must be accurate, 

reliable  and  trustworthy. Timeliness  in the issu- 

ance of financial statements  is an important 

element,   especially  for  public  companies   that 

use  the  capital  market.  On  the  one  hand,  the 

auditor   needs   time   to   obtain   all  competent 

evidence  and  transactions so that  the  informa- 

tion contained in the financial statements  is 

transparent (Barkah  &  Pramono, 2016). 

Audit  delay  or  commonly  called  audit  de- 

lay is the  length  of time  required  by the  inde- 

pendent  auditor   to  complete   the   audit   mea- 

sured  from  the  closing date  of the  book  to  the 

date  included  in  the  independent auditor’s  re- 

port. This audit delay can affect all published 

information, thus  affecting  shareholders which 

can  increase  the  uncertainty of decisions  made 

based on published  information (Kartika, 2011). 

 
 

d.   Company size 
 

Company  size is the  size of a company  as 

measured  by the total  assets of the company  or 



Business and Finance Journal, Volume 7, No. 2, October  2022 

164 

 

 

 

 
 

the  total  assets  of  the  company   listed  in  the 

audited   financial  statements   using  logarithms. 

The bigger company  mostly has a good internal 

control  system so that  it can reduce  the level of 

financial   statement  errors,   and   then   make  it 

easier for auditors  to audit  financial statements. 

Firm size can be measured using the natural 

logarithm  of  total  assets(Apriyana,  2018).  The 

size of the  company  in the  company  is used to 

control  assets,  employees,  income  and  sales so 

that  the  turnover carried  out  by the  company 

can  run  well and  be stable. 

 
 

e.   Public accounting firm reputation 
 

Wulandari & Wenny (2019) The Public 

Accounting  Firm  (KAP) is an  organization  en- 

gaged  in  the  service  sector.  The  services  pro- 

vided  are  in the  form  of the  compliance  audit, 

operational audit  and  financial  statement audit. 

Public Accounting  Firm (KAP) is engaged in 

attestation and non-attestation services. Attes- 

tation   services  are  services  that   consist   of  a 

general audit of the company’s financial state- 

ments, examination of prospective  financial state- 

ments,  examination of  pro  forma  financial  in- 

formation  reports,  review   of  financial   state- 

ments,  etc.  Meanwhile,  non-attestation services 

are services related to accounting,  finance, 

management, taxation,  consulting  and  compli- 

cations. 

 
 

2.   Hypothesis  Development 
 

a.   The effect of firm size on  audit delay 
 

Wahyuningsih (2016)  states  that  company 

size is a function  of speed  in submitting  finan- 

cial reports. Company  size shows  the  informa- 

tion contained in the company.  If the size of the 

company   is  linked   to  signalling  theory,   then 

large  companies  that  have  large  total  assets  if 

they   have  completed   audited   financial   state- 

ments on time will send signals to many parties 

such  as investors,  creditors,  the  public  and  the 

government. 

Natalia  et al (2021)  stated  that  the  size of 

the  company  is categorized  into  three  parts,  if 

the  total  assets owned  by the  company  are less 

than  one  hundred  billion,  it  is  a  category  of 

small  and  medium   companies.   Meanwhile,   if 

the   total   assets  owned   by  the   company   are 

more than one hundred billion, it is a large 

company  category.  The number  of assets owned 

by the  company  is an illustration of the  size of 

a  company.   Where   the  total   capital   plus  net 

profit  after calculating  taxes is a requirement of 

a company. The broader  management of the 

company adds to the efficiency of audit delay 

because the company is always monitored by 

shareholders, the public and the government. 

Large companies will provide high demand in 

wanting  more  accurate  information than  small 

or  medium  companies. 

The size of the company  plays a role in the 

assets  owned  by  the  company,   the  higher  the 

total  assets  owned  by the  company,  the  lower 

the  level of audit  delay  that  will occur. 

H1:  Firm  size  has  a  negative  effect  on  audit 

delay. 

 
 

b.   The moderating role of KAP reputation on 

the effect of firm size on  audit delay 

Natalia  et  al (2021)  The  size of the  com- 

pany is categorized  into  three  parts,  if the total 

assets owned  by the company  are less than  one 

hundred billion,  it  is a  category  of  small  and 

medium-sized companies.  Meanwhile,  if the total 

assets  owned   by  the  company   are  more  than 

one  hundred billion,  it is a large company  cat- 

egory.   The   number   of  assets  owned   by  the 

company   is  an   illustration  of  the   size  of  a 



Hidayatul  Khusnah, Agus Achmad Faisal, Mardiyah Anugraini, Firdeana Fitrotul Ula, The Effect of Company  Size on Audit 

Delay: The Moderating Role of Kap’s Reputation 

165 

 

 

 

 

company.  The broader  management of the com- 

pany  adds  to  the  efficiency  of  audit  delay,  be- 

cause the company is always monitored by 

shareholders, the  public  and  the  government. 

Wulandari & Wenny  (2019)  stated that  the 

Public Accounting  Firm (KAP) is engaged  in at- 

testation  services and  non-attestation services. 

Attestation  services are services that  consist of a 

general  audit  of the  company’s  financial  state- 

ments, examination of prospective financial state- 

ments, examination of financial performance in- 

formation reports, reviews of financial statements, 

etc. Meanwhile,  non-attestation services are ser- 

vices related to accounting, finance, management, 

taxation, consulting,   and  complications.  In 

DeAngelo’s (1981) research, large public ac- 

counting  firms will produce  excellent audit qual- 

ity. The speed and accuracy of auditors  in detect- 

ing violations depends on the technological capa- 

bilities they  have,  audit  procedures, the  size of 

the sample, and the experience  of the auditors.  A 

large KAP is a KAP that  has a large number  of 

clients. KAPs are divided into two groups, namely 

big four KAPs and non-big  four KAPs. With  the 

large number  of clients  they  have,  the  big four 

KAP revenue  is more  than  the  small KAP. With 

financial  strength,  large  KAPs can  have  better 

technology  and be able to recruit  better  human 

resources.  If linked  to  agency  theory,  it is very 

useful  to  be able  to  reduce  large  agency  costs 

because  companies  that  have  high  total  assets 

have relatively high agency costs. 

The  size of  the  company  in  the  company 

gives  a  big  role.   The  higher   the  total   assets 

owned   by  the  company,   the  lower   the  audit 

delay.  Because companies  that  have  large  total 

assets will be more  easily highlighted  by inves- 

tors,  creditors,  the  public  and  the  government. 

The management will press so that the audit 

process  can  be  completed   immediately.   From 

the   research   explanation  and   the   hypothesis 

above,  the  existence  of a KAP that  has a good 

reputation and  is classified  as a  big  four  KAP 

with  a company  size that  has  high  total  assets 

can minimize  audit  delays. Then  the hypothesis 

can  be  derived: 

H2:   KAP  reputation  moderates   the  effect  of 

firm  size on  audit  delay. 

 
 

3.   Research Methods 

a.   Research design 

The type of data used in this research is 

secondary  data.  The  data  needed  in  this  study 

comes from  the annual  financial  report  (annual 

report)  in the IDX of manufacturing companies 

in the  food  and  beverage  sector  for  the  period 

2016–2021 which  are  listed  on  the  Indonesia 

Stock   Exchange   (IDX).   The   research   design 

applied  is a quantitative descriptive  design. This 

research  is quantitative, the  value of each  vari- 

able must be certain,  and one or more  variables 

are different without affecting or relating to a 

comparison relationship with  other  variables. 

The population used in this study are manu- 

facturing   companies   listed   on   the   Indonesia 

Stock Exchange  in the food and beverage sector 

in the  2016–2021 period.  In this  research,  the 

sampling method  is using purposive  sampling 

technique with the criteria that have been de- 

termined  by the  researcher. Based on  the  crite- 

ria determined by the researchers  for sampling, 

of the 26 food  and beverage sector manufactur- 

ing companies  listed  on  the  IDX,  there  are  15 

food and beverage sector manufacturing com- 

panies  that   are  not   included   in  the  research 

sample.  Therefore, there  are  only  11  manufac- 

turing   companies   in  the   food   and   beverage 

sector  listed on the  IDX that  is included  in the 

research   sample. 



Business and Finance Journal, Volume 7, No. 2, October  2022 

166 

 

 

 

 
 

Table 1 Determination of Companies Using Purposive Sampling Method 

for the 2016–2020 Periods 
 

Information Amount 
Number  of manufacturing companies in the food and beverage sector 

listed on the IDX 
26 

Manufacturing companies in the food and beverage sector that do not 

regularly report  financial reports  on the IDX during the 2016–2021 

period. 

(15) 

Manufacturing companies in the food and beverage sector that did not 

report  audited financials during the 2016-2021 periods. 
0 

Sample companies 11 
 

 
b.  Research variables and operational definitions 

 

The variables in this study are divided  into 

several  categories. 

1.  The  independent  variable  (X),  often  called 

the independent variable, the independent 

variable is the variable that influences the 

dependent variable to change or appear.  The 

independent variable  in this study is the size 

of  the   company   which   is  measured   using 

size. 

2.  The dependent variable (Y), the variable that 

is often  referred  to as the dependent variable 

is  the  variable  that  is  affected  or  that  be- 

comes the result,  because of the independent 

variable. The dependent variable in this study 

is audit  delay  which  is measured  using  the 

difference  in days between  the  date  of sign- 

ing the independent auditor’s  report  and the 

closing  date   of  the  annual   financial  state- 

ments.  Annual  financial  reports  that  exceed 

90  days  of  closing  will  be  coded  0,  while 

timely annual  financial reports  will be coded 

1. 

3. The moderating variable (Z) is one of the 

variables  to  determine whether   the  variable 

can strengthen the others. The moderating 

variable in this study is the reputation of the 

Public  Accounting  Firm  (KAP), the  non-big 

four KAP will be given a code of 0, while the 

big four  KAP will be given a code  of 1. 

c.   Operational  definition  of  research 
 

The detailed  identification of variables and 

operational definitions  are presented as follows: 

 
 

1)  Independent variable (X) 
 

a)  Size (X1) 
 

Clarisa & Pangerapan  (2019)Company size 

is a scale to  determine the  size of a corporate 

entity   which   can  be  expressed   through  total 

assets,  total   income,   total   sales  in  one   year, 

stock market  value, and so on that  describe the 

company’s wealth. Companies  with a large scale 

have wider activities, the volume of activity 

increases and the quantity  of transactions within 

the  company  increases  so  that  the  complexity 

of  transactions increases.  Thus,  the  audit  pro- 

cedures  that  must be carried  out  by the auditor 

are more  to collect  samples and  audit  evidence 

so  that  the  risk  of  the  company  experiencing 

audit  delay  tends  to  be higher. 

This study uses firm size as an indicator  of 

the book value of total assets. The total value of 

these  assets  is calculated  in  millions  of  rupees 

and   converted   into   natural   logarithmic   form 

(Ln)  company   size  is  not   a  percentage.  The 

formula  used  to  measure  company  size is: 

 
Company  Size = Ln Total  Assets 

 
(Natalia et al., 2021) 



Hidayatul  Khusnah, Agus Achmad Faisal, Mardiyah Anugraini, Firdeana Fitrotul Ula, The Effect of Company  Size on Audit 

Delay: The Moderating Role of Kap’s Reputation 

167 

 

 

 

 

2)  Dependent  variable 

a)  Audit delay 

Angruningrum  & Wirakusuma (2013) stated 

that  Audit delay can be measured  using the dif- 

ference  in days between  the date  of signing the 

independent auditor’s report  and the closing date 

of  the  annual  financial  report. Study  Gustini 

(2020) Audit delay is the length of time from the 

closing date  of the  company’s  financial  year to 

the date the auditor’s  report  is made. The dead- 

line for  submission  is 90  days after  closing  the 

books  based on the Decree  of the Chairman of 

Bapepam Number  XK2 regarding  the obligation 

to submit  financial  reports  if more  will be sub- 

ject to  sanctions.  Based on  this  decision,  audit 

delay  is measured  using if the  annual  financial 

report  exceeds 90 days from the closing date,  it 

will be coded  0,  while  timely  annual  financial 

statements  will be coded 1. 

 
 

3)  Moderating variables 

a)  KAP reputation 

Public  Accounting  Firm  (KAP) is an  orga- 

nization  engaged  in services.  The  services pro- 

vided  are  in the  form  of the  compliance  audit, 

operational audit  and  financial  statement audit. 

Public Accounting  Firm (KAP) is engaged in 

attestation and non-attestation services. In 

DeAngelo’s (1981) research, large public ac- 

counting  firms will produce  excellent audit qual- 

ity. The speed and accuracy of the auditor in 

detecting  a violation  depend  on the technologi- 

cal capabilities  possessed,  audit  procedures, the 

size of  the  sample,  and  the  experience   of  the 

auditor. A large KAP is a KAP that  has a large 

number  of  clients.  KAPs are  divided  into  two 

groups,  namely big four  KAPs and non-big  four 

KAPs. With  the  large  number   of  clients  they 

have, the big four KAP revenue is more than the 

small  KAP. With  financial  strength,  large  KAPs 

can   have   better   technology   and   be  able   to 

recruit   better   human   resources.   If  linked   to 

agency  theory,   it  is  very  useful  to  be  able  to 

reduce   large  agency  costs  because  companies 

that  have  high  total  assets have  relatively  high 

agency  costs.  KAP reputation  measured   using 

non-big  four  KAPs will  be  coded  0,  while  big 

four  KAPs will be coded  1. 

 
 

4.   Research Instruments and  Data  Collection 

Method 
 

The data  collection  used in this study is to 

use the  method  of documentation in  the  form 

of an annual  financial  report  (annual  report)  of 

the company  by collecting,  recording  and calcu- 

lating  data  related   to  research.   The  data  ob- 

tained in this study are the company’s annual 

financial reports  published by each food and 

beverage  sector  manufacturing  company  listed 

on   the   IDX   which   can  be  accessed  on   the 

official  website.   www.IDX.co.  In  the   period 

2016–2021. 
 

 
5.   Data Processing and Data Analysis Methods 

a.   Data  processing method 

The  data  processing  method   used  in  this 

study  is a descriptive  method  using a quantita- 

tive approach. This  means  that  this  study  only 

wants  to  know  how  the  state  of  the  variable 

itself is without  any influence  or relationship to 

other   variables  such  as  experimental  research 

or  correlation. 

 
 

b. Data analysis 
 

This  research   data  uses  quantitative  data 

types  in  the   annual   financial   report   (annual 

report)  published  by the IDX (Indonesian  stock 

exchange),  the  data  analysis  technique   in  this 

http://www.idx.co/


Business and Finance Journal, Volume 7, No. 2, October  2022 

168 

 

 

 

 
 

study   uses  Partial   Least  Square   (PLS).  Data 

analysis using WarpPLS, starting  from the evalu- 

ation  of the measurement model  (outer  model), 

structural model  (inner  model),  and  hypothesis 

testing. 

 
 

1)  Measurement model analysis 
 

The measurement model in PLS (partial least 

square) is a structural equation  modelling (SEM) 

method  in this  case (according  to  the  research 

objective) it is more appropriate than other SEM 

techniques because of the number of samples and 

the  potential for  abnormal  distribution of vari- 

ables. Data processing was carried out using 

Microsoft  Excel  2010  and  WarpPLS  software. 

The data processing was carried out usin g 

Microsoft  Excel 2010  software  to calculate  the 

results of size, debt to equity ratio  (DER), audit 

delay and  KAP reputation. While  the  WarpPLS 

software  is used  to  calculate  the  effect  of size, 

and  debt  to  equity  ratio  (DER), on  audit  delay 

with KAP’s reputation as a moderating variable. 

By covering 2 stages. 

 
 

2)  Evaluation of the measurement model (outer 

model) 

a)  Composite  reliability 
 

Composite  reliability  was done  by looking 

at the view latent  variable coefficient.  From  this 

output, the criteria can be seen from two things, 

namely   composite   reliability   and   Cronbach’s 

alpha.  If a construct  has met these two  criteria, 

it can be said that  the construct  is reliable. With 

the  provisions  of  composite  reliability  > 0.70 

and  Cronbach’s  alpha  > 0.60  then  each  vari- 

able  is  fulfilled  and   it  can  be  said  that   the 

construct  is reliable or has consistency in the 

research   instrument. 

3)  Evaluation  of  the  structural model  (inner 

model) 

Sholihin & Ratmono  (2013)  stated that the 

Inner  model  is used  to  determine the  relation- 

ship between  latent  constructs  and  other  latent 

constructs. Evaluation of the structural model 

(Inner  Model)  includes  a model  fit test  (model 

fit), path  confidence  and R2. The model  fit test 

is  used  to  determine  whether   a  model  has  a 

model   fit.  There   are   3  test   indices,   namely 

average path coefficients (APC), average R- 

squared  (ARS) and average variance  factor 

(AVIF). The  criteria  of  APC  and  ARS are  ac- 

cepted on the condition that the p-value < 0.05 

and  AVIF is less than  5. 

 
 

4)  Hypothesis  testing 
 

Hypothesis testing  is  used  to  explain  the 

direction  of the  relationship between  the  inde- 

pendent  variable  and  the  dependent  variable. 

This  test  is done  by using path  analysis on  the 

model that has been made. The results of the 

correlation  between  constructs  were  measured 

by looking  at  the  path  coefficient  and  its level 

of significance  which  was then  compared with 

the  research  hypotheses  contained in the  previ- 

ous chapter  2. A hypothesis  can be accepted  or 

must  be rejected  statistically  which  can  be cal- 

culated through the level of significance. Sig- 

nificance  levels are usually defined  as 10%,  5% 

and 1%. The significance level used is 10%, and 

the  significance  level or  the  confidence  level is 

0.10  to  reject  the  hypothesis.  The  following  is 

used  as a basis for  decision  making,  namely: 

P – value > 0.05  then Ho is accepted  and Ha is 

rejected. 

P – value < 0.05  then  Ho  is rejected  and Ha is 

accepted. 



Hidayatul  Khusnah, Agus Achmad Faisal, Mardiyah Anugraini, Firdeana Fitrotul Ula, The Effect of Company  Size on Audit 

Delay: The Moderating Role of Kap’s Reputation 

169 

 

 

 

 

Table 2 
 

 

No.            Variable 
Composite 

Reliability 
Cronbach's 

Alpha 

 

Information 

1 Company  size 1,000 1,000 Very reliable 
2 Audit delay 1,000 1,000 Very reliable 
3 KAP reputation 1,000 1,000 Very reliable 

Source: data processed with WarpPLS 
 

 
B.  RESULTS 

 

1.   Data  Analysis 
 

a.   Evaluation of the measurement model (outer 

model) 

Evaluation   of  the  measurement  model   is 

used to determine the  measuring  instrument of 

a construct. There are two approaches in the 

measurement model,  namely  reflective  and  for- 

mative   measurements.  The   approach  used  in 

this study is reflective.  Reflective constructs  are 

assessed  based  on   the   value  of  cross-loading 

each   construct.  This   study   did   not   use  the 

validity  test. 
 

 

1)  Composite  reliability 
 

Reliability  testing  is measured  using  com- 

posite  reliability  and  Cronbach  alpha.  The  rule 

of thumb from composite reliability and 

Cronbach’s alpha  is 0.41–0.60 (the  category  is 

quite  reliable).  The  results  of the  internal  con- 

sistency  reliability   test  in  this  study  are  pre- 

sented  in the  Table  2. 

The results shown  in the table above, indi- 

cate  that  all constructs  in  this  study  have  met 

the  reliability  of  internal  consistency.  This  can 

be proven  by the  value of composite  reliability 

and  Cronbach’s  alpha  each  construct   has  met 

the  criteria. 
 

 

b.   Structural model evaluation (inner model) 
 

Evaluation  of the  structural model  is seen 

based on the value of the coefficient of determi- 

nation  (R2).  The  R2  test  serves to  explain  the 

variance  of the  dependent variable.  The  higher 

the value of R2, the greater the ability of the 

independent  variable  in  explaining   the  depen- 

dent  variable. 

Table 3 Coefficient of Latent Variables 
 

Coefficient                            Score 

R-Squared                            0.561 

Q-Squared                            0.674 
 

Source: data processed with WarpPLS 
 

 

The  coefficient  of  determination  (R2)  in 

Table 3 above is used to show the percentage  of 

variation  in endogenous constructs  that  can be 

explained   by  exogenous   constructs.  Table   3 

above  shows  that  R2  of  0.561  means  that  the 

audit delay variable can be explained  by the 

company  size variable  of 56.1%,  while  the  re- 

maining  43.9%  can be explained  by other  vari- 

ables outside  of this study.  The  next  evaluation 

of the  structural model  is to  see the  predictive 

relevance,  using  the  value  of  Q-squared.  Score 

Q-squared in this study of 0.674  which is greater 

than  zero.  This  shows  that  the  predictive  rel- 

evance  of this  research  model  is very good. 

Evaluation  of  the  structural model  of  the 

system using R2 and Q-Squared i.e. using effect 

sizes.  Effect   size  can  be  grouped   into   three 
 

Table 4 Effect Size for Path Coefficient 
 

 AD Information 
UP 0.588 Big 
RKAP*UP 0.011 Weak 

Source: data processed with WarpPLS 



Business and Finance Journal, Volume 7, No. 2, October  2022 

170 

 

 

 
 
 

 
Figure 1 Results of Hypothesis Testing 

 

 

categories,  namely weak (0.02),  medium  (0.15), 

and  large (0.35). 

Table 4 above shows the effect size for 

company  size against audit delay of 0.588  (rela- 

tively  large).  Effect  sizes  show  that   company 

size has  a large  role  from  a practical  perspec- 

tive in reducing  audit  delay. 

The effect  size for  KAP’s reputation in 

moderating the  negative  impact  of firm size on 

audit  delay is 0.011  (classified as weak).  Effect 

sizes  show  that  the  reputation  of  KAP has  a 

weak  role  from  a practical  perspective  in mod- 

erating  against  audit  delay. 
 

 

c.   Hypothesis  test 
 

The  hypothesis   test  in  this  study  is  seen 

based on  the  path  coefficient  value and  signifi- 

cant   value  (P-Value).   The   path   coefficient   is 

used  to  see the  direction  of the  relationship in 

the research  hypothesis.  The positive path  coef- 

ficient value indicates that the independent vari- 

able is positively  related  to the  dependent vari- 

able, while the negative path coefficient value 

indicates  that  the  independent variable  is nega- 

tively related  to  the  dependent variable. 

There  are two hypotheses  proposed in this 

study.  The hypothesis  is defined  as supported if 

the p-value < 0.01  (significant at the 1% level), 

p-value  <0.05 (significant  at the  5%  level) and 

p-value < 0.1 (significant at the 10% level). The 

following  are  the  path  coefficient  value and  p- 

value   from   the   results   of  hypothesis   testing 

using  SEM-PLS analysis. 

 

Table 5 Estimation Results Path Coefficient and P-Value 
 

No.         Hypothesis              
Path            

P-Values 
Coefficients 

 

1 UP – AD -0.794 <0.001 
2 KAP*UP - AD -0.179 0.081 

Source: data processed by researchers  with Warp PLS 

6.0 
 

Information: 

*significant at the 0.05 level (2-tailed) 

** significant at 0.01 level (2-tailed) 

*** significant at the 0.001 level (2-tailed) 
 

 

The  following  is a clearer  explanation for 

each  of the  hypotheses  proposed in the  study: 

H1:  Firm  size  has  a  negative  effect  on  audit 

delay 
 

The  results  of hypothesis  testing  in table 5 

show that  the size of the company  with the size 



Hidayatul  Khusnah, Agus Achmad Faisal, Mardiyah Anugraini, Firdeana Fitrotul Ula, The Effect of Company  Size on Audit 

Delay: The Moderating Role of Kap’s Reputation 

171 

 

 

 

 

indicator  has a negative effect on audit delay in 

line with the proposed hypothesis.  Size to audit 

delay  showed  significant  results  with  the  value 

of p-value< 0.001  (less than  0.001).  Path coef- 

ficient  of -0.794  means  that  the  coefficient  has 

a negative direction  indicating  that the high size 

of a company  can  reduce  audit  delay  and  vice 

versa if the  company  size is low,  the  possibility 

of  audit   delay  is  greater.   In  line  with  signal 

theory,  if the size of a company  is high, the level 

of audit  delay  is low  and  will send  a signal in 

the  form  of information or  a positive  signal to 

outsiders   because  a  company   that  has  a  high 

size with adequate  management will shorten  the 

audit   process. 

Judging from  the results of the hypothesis, 

this  study  is in  line  with  Pourali  et  al.  (2013) 

firm  size has  a  negative  effect  on  audit  delay. 

This  happens   because  larger   companies   have 

better   internal   controls.   Companies   that  have 

better  internal  controls  will  make  it  easier  for 

the auditors  so this can reduce  auditor  errors  in 

working  on  their  audit  reports. 

H2:  KAP  reputation  moderates   the   effect   of 

firm  size on  audit  delay 
 

The  results  of hypothesis  testing  in table 5 

show  that  the  reputation of KAP can moderate 

the  size  of  the  company   against  audit   delay 

proved  by p-value <0.081 (more than 0.05) and 

path  coefficient   of  -0.179.   In  addition,  direct 

testing  between  company  size and  audit  delay 

also showed insignificant results. This test proves 

that  the reputation of the KAP can moderate  or 

become   pure  moderation.   Pure  moderation   if 

the  relationship X  to  Y is significant  and  the 

relationship X*Z  to  Y is not  significant. 

KAPs are divided  into  two  groups,  namely 

big four KAPs and non-big  four KAPs. With  the 

large number  of clients  they  have,  the  big four 

KAP revenue  is more  than  the  small KAP. With 

financial  strength,  large  KAPs can  have  better 

technology  and be able to recruit  better  human 

resources. It can be concluded that KAPs that have 

a good reputation are believed to have better au- 

dit quality than smaller KAPs (DeAngelo, 1981). 

Audit firms with the Big Four  KAP reputa- 

tion  tend  to  reduce  audit  delays  because  they 

have good  financial  resources  to  obtain  human 

and  material   resources   to  complete   the  audit 

within   a  certain   time   (Ilaboya   &   Christian, 

2014)).  A Public Accounting  Firm  with  a good 

reputation  will  have  competent  resources   to 

carry out  audit  procedures more  efficiently and 

effectively  so  that  they  can  be  completed   on 

time.  The  larger  the  size of  the  company,  the 

faster  the  process  of  preparing financial  state- 

ments,  which  makes  the  auditor  more  time  to 

audit.  The  influence  of company  size on  audit 

delay  will  be  further   strengthened  by  a  KAP 

that   has  a  good   reputation  because  it  has  a 

flexible  schedule  which  will  result  in  a  short 

audit  delay  range  (Murti  &  Widhiyani,  2016). 

Based on  the  results  of this  study  indicate 

that  the  reputation  of  KAP can  moderate   the 

size of  the  company  to  audit  delay.  This  indi- 

cates  that  large  KAPs that  are  included  in  the 

big four  KAPs that  provide  auditor  services to 

companies   can   resolve   audit   delay   problems 

faced  by  internal   auditors.   So  it  can  be  con- 

cluded   that   the   proposed  hypothesis   is  sup- 

ported. 

 
 
 

C.  CONCLUSION 
 

This study aims to empirically  examine  the 

moderating effect  of KAP size on  the  effect  of 

firm size on audit  delay of manufacturing com- 

panies  listed  on  the  Indonesia  Stock  Exchange 

in 2016–2021. This study examines the negative 

effect of firm size on audit  delay and  the influ- 



Business and Finance Journal, Volume 7, No. 2, October  2022 

172 

 

 

 

 
 

ence of KAP reputation moderates  firm size on 

audit  delay.  Based on  the  results  of the  discus- 

sion  of  the  hypothesis   above,  it  can  be  con- 

cluded  that  company  size has a negative  effect 

on audit  delay. The next  conclusion  is that  KAP 

reputation  fully  moderates   the  effect  of  firm 

size on  audit  delay. 
 

 
 

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