Andi Mentari Awalia, Elvin Leander Hadisaputro, Nuorma Wahyuni|
http://devotion.greenvest.co.id
619
USABILITY ANALYSIS OF INLISLITE WEBSITE IN ELEMENTARY
SCHOOL LIBRARY IN PENAJAM DISTRICT USING HEURISTIC
EVALUATION METHOD
Andi Mentari Awalia, Elvin Leander Hadisaputro, Nuorma Wahyuni
STMIK Borneo Internasional, Balikpapan, Indonesia
andi_mentari.17@stmik-borneo.ac.id, elvin.leander@stmik-borneo.ac.id,
nuorma.wahyuni@stmik-borneo.ac.id
KEYWORDS
Website Usability
Analysis, Heuristic
Evaluation Method,
Cronbach Alpha's,
Actual System,
Website Inslite
ARTICLE INFO
Accepted:
April, 26
th
2022
Revised:
May, 7
th
2022
Approved:
May, 12
nd
2022
ABSTRACT
The purpose of this study was to see to what extent the quality of the
system has functioned properly so that a system is able to achieve a
certain goal so that the resulting output is effective, efficient, and
achieves user satisfaction at the Elementary School Library in
Penajam District Using the Heuristic Evaluation Method. The type of
data used consists of primary data and secondary data. The research
population includes all librarians from 40 schools, namely by
distributing questionnaires to all elementary school librarian
employees in the North Penajam Paser sub-district with a total of 90
people. The results showed that the level of Inlislite Website Usability
Analysis actually had a positive and significant effect on users of the
Elementary School Library Inslite website in Penajam District. In this
case, the analysis of the test was carried out using the Cronbach
Alpha's method with a total of 26 questionnaire items for the X
variable and 5 for the Y variable with the Cronbach Alpha value 0.928
> 0.60 for the X variable and for the Y variable the Cronbach Alpha
value was 0.617 > 0.60. it means that the questionnaire is reliable or
consistent for use in influential research in Inlislite Website users at
Elementary School Libraries.
INTRODUCTION
The use of information systems and information technology is currently growing rapidly
and is very useful to facilitate the delivery of information in companies and agencies (Tallon,
Queiroz, Coltman, & Sharma, 2019). The use of information systems can meet the needs and
make this information technology continue to advance in various agencies and get faster and
maximum results if the use is appropriate (Bossert, 2021). Along with the development of
information systems and information technology today, especially in Indonesia, supporting
facilities are needed in libraries throughout Indonesia to improve performance more efficiently
in operational speed (Ranggadara & Prastiawan, 2018).
The school library aims to enhance, support, enhance and pursue educational programs
that meet the needs of each student and enable each student to optimize their potential
(Renzulli, 2021). In addition to storing library materials, school library organizations help
students and teachers cope with the task of teaching and learning by introducing school libraries
(Chen & Tsai, 2012). Librarians are encouraged to start implementing library automation for
Volume 3, Number 7, May 2022
e-ISSN: 2797-6068 and p-ISSN: 2777-0915
[USABILITY ANALYSIS OF INLISLITE WEBSITE IN
ELEMENTARY SCHOOL LIBRARY IN PENAJAM DISTRICT
USING HEURISTIC EVALUATION METHOD]
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Vol. 3, No. 7, May 2022
digital library implementation (Ahammad, 2014). With the system, the resulting information
can be used to facilitate the implementation of work within the agency.
Inlislite is a form of National Library initiative to provide supporting facilities to assist
the development of libraries throughout Indonesia as a digital library tool to manage a complete
collection of textbooks and multimedia, forming an Electronic Catalog based on MARC
(Machine - Readable Cataloging), which is a standard for catalog data communication. The
world of libraries and information (Rubin, 2017). In addition to realize the national program
that has been ratified by the National Library of Indonesia, national ownership data is collected
in the National General Catalog to assist in the formation of the Regional General Catalog
organized by the Provincial Government Public Libraries and their partners (Máchová &
Lněnička, 2017).
The Inlislite website has been used by one of the libraries, namely an elementary school
in Penajam District since 2017. Prior to the use of the Inlislite website, all processes of
borrowing and inputting books at elementary schools in Penajam District were still done
manually. The use of the Inlislite website in the Penajam District elementary school is expected
to increase the level of efficiency, performance and also make it easier to find information
about books that teachers and students want to borrow.
Based on the results of interviews by four librarians, it was stated that the use of Inlislite
was not fully maximized (Tri Estu Wulandari, Riswanti, Sowiyah, & Elvira Putri Erlinda,
2020). The statement given by the librarian started from the implementation of this library
information system used (Khan & Ayesha, 2021). The use of library information systems has
started to cause several obstacles, namely, there are times when an error occurs when inputting
data such as the process of uploading electronic books, uploading data and storing data takes a
long time, there is a discrepancy in data accuracy, computer network access is disconnected,
so it cannot perform operations on the system, and data access is still limited.
Usability is defined as the ability of the system to meet the convenience and needs of
users (Gupta, Ahlawat, & Sagar, 2014). Each information technology has a different interface
that can be a liaison between users of the technology itself (Sittig & Singh, 2015). In general
terms usability is an attribute of quality that is used to evaluate how easy an interface is to use,
usability to measure the quality of the user experience when interacting with an interface
including websites, software applications, mobile technology, or other equipment that is
operated (Assila & Ezzedine, 2016) by users to achieve certain goals effectively, efficiently
and users become satisfied in the context of use
Based on the background that has been described, a usability evaluation can be carried
out using the heuristic evaluation method. By using the heuristic evaluation method approach,
it will be easier to evaluate because the heuristic evaluation method is more focused and
structured. The heuristic evaluation process allows an independent evaluator to carry out an
evaluation and can assess a system from any heuristics that indicate usability problems. The
purpose of heuristic evaluation is to improve the design effectively.
Research conducted by Evita Sekar Arum in 2018 entitled "Development of User
Interface Design on the Isoplus City Run Website" on aesthetic and minimalist design
variables, namely incomplete information and evaluation results to respondents using the
heuristics evaluation method, of the ten variables the average value obtained is 1.2 of The
saverity rating range 1 to 5, a value of 1 is no problem, which means that the results of the
design development that have been carried out have a problem level in the category of no
[USABILITY ANALYSIS OF INLISLITE WEBSITE IN
ELEMENTARY SCHOOL LIBRARY IN PENAJAM DISTRICT
USING HEURISTIC EVALUATION METHOD]
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Vol. 3, No. 7, May 2022
problems in usability. The final result is a recommendation in the form of a user interface
design according to the needs of the isoplus city run in supporting activities.
Furthermore, the research conducted by Siti Vika Ngainul Fitri in 2019 with the title
"User Interface Analysis of the Banyuwangi Online Deed Website Using the Heuristic
Evaluation Method". In this study, the evaluation was carried out using the Heuristic
Evaluation method with Severity Ratings which was used to determine the improvement of a
system in accordance with the problems found. From the results of the application of the
Heuristic Evaluation method with 10 principles that have been used in this study, there are 7
principles of Heuristic Evaluation that did not find usability problems and did not require
improvement, namely the principles of Visibility of System Status, Match Between System
and The Real World, User Control and Freedom, Consistency and Standards, Recognition
Rather Than Recall, Flexibility and Efficiency of Use, Aesthetic and Minimalist Design. Then,
three principles were found that usability problems and resulted in recommendations for
improvement, namely the principle of Error Prevention, Help User Recognize Dialogue and
Recovers from Errors, and Help and Documentation.
The purpose of the evaluation is to see to what extent the quality of the system has
functioned so that a system is able to achieve a certain goal so that the resulting output is
effective, efficient, and achieves user satisfaction.
RESEARCH METHOD
The data collection method was used to obtain the data needed during the study, the
method used was a questionnaire (Albuquerque, Ramos, Lucena, & Alencar, 2014). The
questionnaire was used as a tool to determine the user's usability and convenience based on the
principles of heuristic evaluation. Questionnaire is a technique of collecting data by distributing
questions and statements to informants.
The object of this research is the Inlislite website at 40 elementary schools in Penajam
District and the data were obtained from Inlislite website users at the 40 schools. The research
location was Penajam District. This research was conducted for 4 months from April to July
2021 (Nashrulloh, Sulaiman, & Budiarto, 2021).
In this study, the population was librarians from 40 schools with 2 - 3 librarians in each
school and a total of 90 people. The population is less than 100 people, then the entire
population was used as a sample, namely 90 people.
Data collection was carried out after the questionnaires had been distributed to 90
respondents who had received feedback and tested their validity for further data analysis. Data
analysis is the process of testing data from the results of the questionnaire using several types
of tests. Tests were carried out using the SPSS application.
RESULTS AND DISCUSSION
Test result
1. Validity Test
Validity testing is done by comparing the product moment correlation value or R table
with R count where R count must be greater than R table. So the value of R table for a
significance level of 5% or 0.05 with the number of samples tested as many as 20 (df = N-2) is
0.4438. The results of the validity test on each variable are shown in the following table:
[USABILITY ANALYSIS OF INLISLITE WEBSITE IN
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USING HEURISTIC EVALUATION METHOD]
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Vol. 3, No. 7, May 2022
Table 1 Validity Test Results for Variables X and Y
No
Questions and Statements
R Table
R Count
Information
H1
Visibility of System Status
H1.1
There is feedback when filling in a
field (Example: login failed).
0,4438
0,948
Valid
H1.2
The website responds to what the
user does (chooses or clicks on
menus etc).
0,4438
0,735
Valid
H1.3
The information displayed on the
dashboard menu is in accordance
with the user's information needs.
0,4438
0,922
Valid
H2
Match Between System and The Real World
H2.1
The features on the website are in
accordance with the needs of the
librarian when searching for book
entries.
0,4438
0,898
Valid
H2.2
The information on the website is
quite informative for librarians and
is in accordance with everyday
language.
0,4438
0,689
Valid
H3
User Control and Freedom
H3.1
The website gives the librarian the
freedom to search for data.
0,4438
0,912
Valid
H3.2
A back button is provided on the
display screen if the user wants to
return to the previous page or cancel
an action.
0,4438
0,936
Valid
H3.3
The website will display the
appropriate action taken by the user
in less than 5 seconds.
0,4438
0,713
Valid
H3.4
Users can access the required
information in less than 10 clicks.
0,4438
0,896
Valid
H4
Consistency and Standards
H4.1
The website has a structured and
consistent layout.
0,4438
0,934
Valid
H4.2
The menu display is consistent on
the screen.
0,4438
0,913
Valid
H4.3
All colors on the website are
consistent.
0,4438
0,796
Valid
H5
Error Prevention
H5.1
There is a warning when the user
makes an error in data entry.
0,4438
0,791
Valid
H6
Recognition Rather Than Recall
H6.1
Users can diagnose and solve
problems during the book borrowing
process.
0,4438
0,860
Valid
H6.2
Users can understand the menus on
the website.
0,4438
0,752
Valid
H6.3
Users can remember the menu and
appearance on the website.
0,4438
0,829
Valid
H7
Flexibility and Efficiency of Use
H7.1
The menus and information on the
website are well grouped.
0,4438
0,883
Valid
[USABILITY ANALYSIS OF INLISLITE WEBSITE IN
ELEMENTARY SCHOOL LIBRARY IN PENAJAM DISTRICT
USING HEURISTIC EVALUATION METHOD]
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H7.2
The website responds according to
the expected time.
0,4438
0,553
Valid
H7.3
The optional input fields are clearly
marked.
0,4438
0,796
Valid
H8
Aesthetic and Minimalist Design
H8.1
The appearance on the website is
interesting to see
0,4438
0,843
Valid
H8.2
Menu search is easy to use
especially for novice librarians
0,4438
0,630
Valid
H8.4
Are the options minimalistic enough
and fit the user's needs?
0,4438
0,598
Valid
H9
Help User Recognize, Diagnose, and Recover from Errors
H9.1
There is a notification when
experiencing an error (eg when
entering the wrong username and
password) whether the system
informs the user in a language that is
easy to understand and the user
understands.
0,4438
0,805
Valid
H9.2
Any suggestions on what to do if
something goes wrong in the process
of borrowing a book?
0,4438
0,871
Valid
H9.3
There is a link back to home, when
something goes wrong
0,4438
0,888
Valid
H10
Help and Documentation
H10.1
There is a help menu which can help
the user better.
0,4438
0,386
Tidak Valid
H10.2
There is a guide to simplify the
registration process for users
0,4438
0,510
Valid
Usability
1
The website is easy for users to learn
0,4438
0,892
Valid
2
The website is efficient and in
accordance with the intended use
0,4438
0,849
Valid
3
The menu layout is easy for the user
to remember (example: during the
process of inputting which menu
books are clicked)
0,4438
0,807
Valid
4
The website has a low error rate
0,4438
0,867
Valid
5
Users are quite satisfied and will use
the website continuously
0,4438
0,833
Valid
Based on table 1, it is known that from variable X as many as 27 statement items and
questions, 1 of which is declared invalid, invalid items will be deleted or not used and 26 items
are declared valid and on variable Y as many as 5 statement items are declared valid, because
they have a value greater than Rtable with a significance level of 5%, which is more than 0.4438.
2. Reliability Test
The results of the reliability test can be seen in table 3.2 and table 3.3 with the number of
questionnaire items 26 for variable X and 5 for variable Y with a Cronbach Alpha value of 0.928
> 0.60 for variable X and for variable Y the Cronbach Alpha value of 0.617 > 0.60, then from
that it can be concluded that the questionnaire is reliable or consistent for use in research.
[USABILITY ANALYSIS OF INLISLITE WEBSITE IN
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USING HEURISTIC EVALUATION METHOD]
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Table 2 Reliability Test Results for Variable Y
Cronbach's Alpha
N of Items
,930
26
Table 3 Reliability Test Results for Variable Y
Cronbach's Alpha
N of Items
,617
5
Based on the table above, it can be concluded that the number of questionnaire items is
26 for the X variable and 5 for the Y variable with a Cronbach Alpha value of 0.928 > 0.60 for
the X variable and for the Y variable the Cronbach Alpha value is 0.617 > 0.60, therefore it can
be concluded that the questionnaire reliable or consistent for use in research.
3. Normality Test
The results of the normality test used the One-Sample Kolmogorov Smirnov Test, with
the basis for making decisions. It is known that the significance value is 0.200 > 0.05, so it can
be concluded that the residual value is normally distributed, presented in the table as follows.
Table 4 Normality Test Results
Unstandardized
Residual
N
90
Normal Parameters
a,b
Mean
,0000000
Std. Deviation
3,40356575
Most Extreme Differences
Absolute
,075
Positive
,075
Negative
-,046
Test Statistic
,075
Asymp. Sig. (2-tailed)
,200
c,d
4. Analysis Based on Heuristic Evaluation
Based on the results of the analysis calculation based on Heuristic Evaluation as follows:
a. The visibility of system status parameter in statements H1.2 and H1.3 needs
improvement because the website sometimes does not respond and has to be clicked
2-4 times on the selected menu and the information on the menu still confuses some
users, but overall with an average value The average category interval of 135 states
that there is no need for improvement unless time is available or only cosmetic
problems.
b. In the match between and the real world parameter with an average value of 157
category intervals, it is stated that there is a need for improvements with low priority
because the dashboard menu on the website is still not informative for users because
there is no grouping of types of books such as encyclopedias, story books, textbooks
and others. other.
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c. In the user control and freedom parameter in the H3.3 statement with the highest value
among the 4 statements because the website sometimes responds according to the
action of more than 5 seconds but overall with an average value of 116 category
intervals stating that there is no need for repairs or cosmetic problems only.
d. The consistency and standards parameter with an average value of 128 category
interval states that there is no need for improvement unless there is time or cosmetic
problems only because the appearance of the website is quite consistent.
e. The error prevention parameter with an average value of 103 category interval states
that there is no need for improvement unless there is time or cosmetic problems only,
because when inputting or filling out book data in the input box, the input data can
still be saved even though the inputted data does not match, for example: the year of
publication box is filled with the place of publication. Therefore, the librarian must be
really careful at the time of inputting.
f. The recognition rather than recall parameter with an average value of 158 category
interval states that there is a need for improvement with low priority because users are
still confused about what to do when there is a problem with borrowing books and
because of the large number of menus, it is difficult for users to remember the menus
on the website.
g. In the flexibility and efficiency of use parameters with an average value of 143
category intervals, it is stated that there is no need for improvement unless there is
time or cosmetic problems only because according to respondents the problem is only
slow loading.
h. In the aesthetic and minimalist design parameters with an average value of 199, it
states that the improvement is of low priority because according to respondents the
menu on the website is less minimalist because of the many confusing menus for
novice librarians.
i. In the help user recognize, diagnose and recover from errors with an average value of
113 category intervals, it states that there is no need for repairs unless there is time or
cosmetic problems only because there is no suggestion what to do if an error occurs
when borrowing a book, for example: the barcode does not legible. However, the
language on the website already uses everyday language, namely Indonesian and there
is a back button if an error occurs.
j. The help and documentation parameter with an average value of 249 category interval
states that there is a need for improvement because on the website there is no help
menu and guide available to help users when experiencing problems and the
registration process.
k. The usability parameter with an average value of 218 category interval states that there
is a need for repairs with high priority because the website is not efficient enough
when used, there are still many users who cannot remember all the menus on the
website, the website often has errors during the book lending process and some users
do not. quite satisfied when using the website.
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ELEMENTARY SCHOOL LIBRARY IN PENAJAM DISTRICT
USING HEURISTIC EVALUATION METHOD]
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5. Heteroscedasticity Test
The results of the Heteroscedasticity Test are presented in table 3.5, as follows.
Table 5 Heteroscedasticity Test Results
Model
Unstandardized
Coefficients
Standardized
Coefficients
t
Sig.
B
Std. Error
Beta
1
(Constant)
3,047
,878
3,472
,001
H1
,182
,157
,239
1,153
,252
H2
-,114
,176
-,103
-,648
,519
H3
-,104
,138
-,178
-,757
,451
H4
-,134
,154
-,191
-,870
,387
H5
-,074
,228
-,048
-,324
,747
H6
-,036
,133
-,044
-,271
,787
H7
-,052
,138
-,067
-,378
,706
H8
,014
,126
,017
,114
,910
H9
,092
,147
,135
,625
,534
H10
,138
,214
,080
,648
,519
Based on table 5, the following results are obtained:
a. In the visibility of system status variable, there is no heteroscedasticity problem because
the significance value is 0.252 > 0.05.
b. In the match between system and the real world variable, there is no heteroscedasticity
problem because the significance value is 0.519 > 0.05.
c. In the user control and freedom variables, there is no heteroscedasticity problem because
the significance value is 0.451 > 0.05.
d. In the consistency and standard status variables, there was no heteroscedasticity problem
because the significance value was 0.387 > 0.05.
e. In the error prevention variable, there is no heteroscedasticity problem because the
significance value is 0.747 > 0.05
f. In the recognition rather than recall variable, there is no heteroscedasticity problem
because the significance value is 0.787 > 0.05.
g. In the flexibility and efficiency of use variable, there is no heteroscedasticity problem
because the significance value is 0.706 > 0.05.
h. In the aesthetic and minimalist design variables, there is no heteroscedasticity problem
because the significance value is 0.910 > 0.05.
i. In the help user variable, recognize, diagnose and recover from errors there is no
heteroscedasticity problem because the significance value is 0.534 > 0.05.
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j. In the help and documentation variable, there is no heteroscedasticity problem because
the significance value is 0.519 > 0.05.
6. Multicollinearity Test
The results of the Multicollinearity Test are presented in table 3.6, as follows.
Table 6 Multicollinearity Test Results
Model
Unstandardized
Coefficients
Standardized
Coefficients
t
Sig.
Collinearity
Statistics
B
Std.
Error
Beta
Tolerance
VIF
(Constant)
8,857
1,531
5,785
,000
H1
,584
,275
,380
2,127
,037
,275
3,640
H2
,108
,308
,048
,352
,725
,466
2,144
H3
-,033
,240
-,028
-,139
,890
,213
4,704
H4
,076
,269
,054
,284
,777
,243
4,109
H5
,451
,397
,146
1,136
,260
,529
1,889
H6
-,074
,232
-,045
-,320
,750
,450
2,222
H7
,023
,240
,014
,094
,925
,377
2,652
H8
-,093
,220
-,053
-,424
,673
,553
1,809
H9
,140
,257
,102
,546
,587
,252
3,973
H10
-,010
,373
-,003
-,028
,978
,775
1,290
Based on table 6 can be seen the following results:
a. In the visibility of system status variable, there is no multicollinearity because the VIF
value is 3.640 < 10.00 and the tolerance value is 0.275 > 0.10.
b. In the match between system and the real world variable, there is no multicollinearity
because the VIF value is 2.144 < 10.00 and the tolerance value is 0.466 > 0.10.
c. In the user control and freedom variables, there is no multicollinearity because the VIF
value is 4.704 < 10.00 and the tolerance value is 0.213 > 0.10.
d. In the consistency and standard status variables, there was no multicollinearity because
the VIF value was 4.109 < 10.00 and the tolerance value was 0.243 > 0.10.
e. In the error prevention variable, there is no multicollinearity because the VIF value is
1.889 < 10.00 and the tolerance value is 0.529 > 0.10.
f. In the recognition rather than recall variable, there is no multicollinearity because the
VIF value is 2.222 < 10.00 and the tolerance value is 0.450 > 0.10.
g. In the flexibility and efficiency of use variables, there is no multicollinearity because the
VIF value is 2.652 < 10.00 and the tolerance value is 0.377 > 0.10.
h. In the aesthetic and minimalist design variables, there is no multicollinearity because the
VIF value is 1.809 < 10.00 and the tolerance value is 0.553 > 0.10.
i. In the help user variable, recognize, diagnose and recover from errors there is no
multicollinearity because the VIF value is 3.973 < 10.00 and the tolerance value is 0.252
> 0.10
j. In the help and documentation variable there is no multicollinearity because the VIF
value is 1.290 < 10.00 and the tolerance value is 0.775 > 0.10
7. F test
The results of the F test are presented in table 7, as follows.
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Table 7 F Test Results
Model
Sum of Squares
df
Mean Square
F
Sig.
1
Regression
430,464
10
43,046
3,504
,001
b
Residual
970,425
79
12,284
Total
1400,889
89
a. Dependent Variable: U
b. Predictors: (Constant), H10, H2, H5, H8, H7, H6, H1, H9, H4, H3
Based on table 7 above on the variable visibility of system status, match between system
and the real world, user control and freedom, consistency and standard, error prevention,
recognition rather than recall, flexibility and efficiency of use, aesthetic and minimalist design,
help user, recognize, diagnose and recover from errors, help and documentaion, there is an effect
on the usability variable simultaneously because the significance value is 0.001 < 0.05 and
fcount 3.504 > ftable 1.97.
8. T-test
The results of the F test are presented in table 8, as follows.
Table 8 T. Test Results
Based on table 8 it can be seen that the results of the T test are as follows:
a. The visibility of system status variable has an effect on the usability variable partially
because the significance value is 0.037 <0.05 and the tcount is 2.127 > ttable 1.99045.
Model
Unstandardized
Coefficients
Standardized
Coefficients
t
Sig.
B
Std.
Error
Beta
1
(Constant)
8,857
1,531
5,785
,000
H1
,584
,275
,380
2,127
,037
H2
,108
,308
,048
,352
,725
H3
-,033
,240
-,028
-,139
,890
H4
,076
,269
,054
,284
,777
H5
,451
,397
,146
1,136
,260
H6
-,074
,232
-,045
-,320
,750
H7
,023
,240
,014
,094
,925
H8
-,093
,220
-,053
-,424
,673
H9
,140
,257
,102
,546
,587
H10
-,010
,373
-,003
-,028
,978
a. Dependent Variable: U
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ELEMENTARY SCHOOL LIBRARY IN PENAJAM DISTRICT
USING HEURISTIC EVALUATION METHOD]
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b. In the match between system and the real world variable, there is no partial effect on the
usability variable because the significance value is 0.725 > 0.05 and the tcount is 0.352
< ttable 1.99045.
c. In the user control and freedom variables there is no effect on the usability variable
partially because the significance value is 0.890 > 0.05 and the tcount is -0.139 < ttable
1.99045.
d. In the consistency and standard variables there is no effect on the usability variable
partially because the significance value is 0.777 > 0.05 and the t count is 0.284 < t table
1.99045.
e. In the error prevention variable there is no effect on the usability variable partially
because the significance value is 0.260 > 0.05 and the t count is 1.136 < t table 1.99045.
f. In the recognition rather than recall variable, there is no partial effect on the usability
variable because the significance value is 0.750 > 0.05 and the tcount is -0.320 < ttable
1.99045.
g. In the flexibility and efficiency of use variable, there is no effect on the usability variable
partially because the significance value is 0.925 > 0.05 and the tcount is 0.094 < ttable
1.99045.
h. In the aesthetic and minimalist design variable there is no partial effect on the usability
variable because the significance value is 0.673 > 0.05 and the tcount is -0.424 < ttable
1.99045.
i. In the help user variable, recognize, diagnose and recover from errors there is no effect
on the usability variable partially because the significance value is 0.587 > 0.05 and the
tcount is 0.546 < ttable 1.99045.
j. In the help and documentation variable there is no effect on the usability variable
partially because the significance value is 0.978 > 0.05 and the tcount is -0.028 > ttable
1.99045.
Discussion
Based on the overall validity test analysis of the variables visibility of system status (X1),
match between system and the real world (X2), user control and freedom (X3), consistency and
standard (X4), error prevention (X5), recognition rather than recall (X6), flexibility and
efficiency of use (X7), aesthetic and minimalist design (X8), help user, recognize, diagnose and
recover from errors (X9), and help and documentation (X10) of 27 statement items and
questions 26 of them are declared valid because all of their Rcount > 0, 4438 Rtable and for the
Usability variable (Y1) all statements are declared valid because all Rcount > 0, 4438 Rtable.
The results of the reliability test using the Cronbach Alpha's method with 26 questionnaire
items for the X variable and 5 for the Y variable with the Cronbach Alpha value 0.928 > 0.60
for the X variable and for the Y variable the Cronbach Alpha value 0.617 > 0.60 which means
that the questionnaire is reliable or consistent for use in research.
Normality test aims to determine whether the data is normally distributed or not.
Following are the results of the normality test using the One-Sample Kolmogorov Smirnov Test.
With the basis of decision making as follows:
1. If the significance value is > 0.05, then the residual value is normally distributed
2. If the significance value is <0.05, then the residual value is not normally distributed.
[USABILITY ANALYSIS OF INLISLITE WEBSITE IN
ELEMENTARY SCHOOL LIBRARY IN PENAJAM DISTRICT
USING HEURISTIC EVALUATION METHOD]
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It is known that the results with a significance value of 0.200> 0.05, it can be concluded
that the residual value is normally distributed.
Analysis based on Heuristic Evaluation obtained results with an average value of the
category interval of all parameters as much as 173 which means the website is included in the
repair category with low priority.
The heteroscedasticity test aims to test whether in the regression model there is an
inequality of variance from the residuals of one observer to another observer [14]. The results
of the heteroscedasticity test on the variable visibility of system status (X1), match between
system and the real world (X2), user control and freedom (X3), consistency and standard (X4),
error prevention (X5), recognition rather than recall ( X6), flexibility and efficiency of use (X7),
aesthetic and minimalist design (X8), help user, recognize, diagnose and recover from errors
(X9), and help and documentation (X10). 0.05.
The multicollinearity test aims to test whether the regression model found a correlation
between independent variables. The results of the multicollinearity test on the variable visibility
of system status (X1), match between system and the real world (X2), user control and freedom
(X3), consistency and standard (X4), error prevention (X5), recognition rather than recall ( X6),
flexibility and efficiency of use (X7), aesthetic and minimalist design (X8), help user, recognize,
diagnose and recover from errors (X9), and help and documentation (X10) do not occur
multicollinearity because all VIF values < 10 .00 and the tolerance value is > 0.10.
Furthermore, there is an F test which aims to determine whether the independent variable
has a simultaneous influence on the dependent variable. Based on the results of the F test on the
variable visibility of system status (X1), match between system and the real world (X2), user
control and freedom (X3), consistency and standard (X4), error prevention (X5), recognition
rather than recall (X6), flexibility and efficiency of use (X7), aesthetic and minimalist design
(X8), help user, recognize, diagnose and recover from errors (X9), and help and documentation
(X10), have an influence on usability variables (Y ) simultaneously because the significance
value is 0.001 < 0.05 and fcount 3.504 > ftable 1.97.
Finally, the T test which basically shows how far the influence of one independent variable
(partial) individually in explaining the variation of the dependent variable [13]. In the visibility
of system status variable (X1) there is an effect on the usability variable (Y) partially because
the significance value is 0.037 <0.05 and the tcount is 2.127 > table 1.99045 while for the match
between system and the real world (X2) variable, user control and freedom (X3), consistency
and standard (X4), error prevention (X5), recognition rather than recall (X6), flexibility and
efficiency of use (X7), aesthetic and minimalist design (X8), help user, recognize, diagnose and
recover from errors (X9), and help and documentation (X10) there is no effect on the usability
variable (Y) partially because the entire significance value is > 0.05 and the tcount is < ttable
1.99045.
CONCLUSION
Based on the results of the research entitled "Usability Analysis of Inlislite Websites in
Elementary School Libraries in Penajam District Using Heuristic Evaluation Methods", it can
be concluded that:
1. In the parameters of visibility of system status, user control and freedom, consistency and
standards, error prevention, flexibility and efficiency of use and help users recognize, diagnose,
[USABILITY ANALYSIS OF INLISLITE WEBSITE IN
ELEMENTARY SCHOOL LIBRARY IN PENAJAM DISTRICT
USING HEURISTIC EVALUATION METHOD]
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and recover from errors, it is included in the category of no need for repair / cosmetic problem
only.
2. In the match between system, and the real world parameters, recognition rather than recall
and aesthetic, and minimalist design are included in the category of need for improvement with
low priority.
3. The help and documentation and usability parameters are included in the category of need
for improvement with high priority.
The visibility of system status variable has an effect on the usability variable partially because
the significance value is 0.037 < 0.05 and the tcount is 2.127 > ttable 1.99045 while for other
variables there is an effect on the usability variable partially.
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Andi Mentari Awalia, Elvin Leander Hadisaputro, Nuorma Wahyuni (2022)
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Devotion - Journal of Research and Community Service
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