The Discussion on Influence of Website Usability ... - ResearchGate
The Discussion on Influence of Website Usability ... - ResearchGate
The Discussion on Influence of Website Usability ... - ResearchGate
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<str<strong>on</strong>g>The</str<strong>on</strong>g> <str<strong>on</strong>g>Discussi<strong>on</strong></str<strong>on</strong>g> <strong>on</strong> <strong>Influence</strong> <strong>of</strong> <strong>Website</strong> <strong>Usability</strong> towards User Acceptability<br />
Yu-Lung Wu 1 , Yu-Hui Tao 2 , Pei-Chi Yang 3<br />
1 Department <strong>of</strong> Informati<strong>on</strong> Management, I-Shou University, Kaohsiung County, Taiwan<br />
2 Department <strong>of</strong> Informati<strong>on</strong> Management, Nati<strong>on</strong>al University <strong>of</strong> Kaohsiung, Kaohsiung, Taiwan<br />
3 Department <strong>of</strong> Informati<strong>on</strong> Engineering, I-Shou University, Kaohsiung County, Taiwan<br />
Abstract –From Web 1.0 to Web 2.0, the development <strong>of</strong><br />
Internet technology makes the existing value <strong>of</strong> websites has<br />
revoluti<strong>on</strong>ary change. How to provide suitable service platform<br />
for human-machine interacti<strong>on</strong> through websites is the subject <strong>of</strong><br />
debate that many technology developers and users c<strong>on</strong>cern about<br />
nowadays. This study uses Unified <str<strong>on</strong>g>The</str<strong>on</strong>g>ory <strong>of</strong> Acceptance and Use<br />
<strong>of</strong> Technology (UTAUT) as the foundati<strong>on</strong>, from the perspective<br />
<strong>of</strong> tourism companies and Internet users to analyze the relevant<br />
factors <strong>of</strong> website usability. And then, simple random sampling<br />
method would be used for questi<strong>on</strong>naire investigati<strong>on</strong>, so as to<br />
discuss the difference <strong>of</strong> the applicati<strong>on</strong> <strong>of</strong> website usability<br />
towards tourism e-commerce website service c<strong>on</strong>tent and the<br />
influence towards users’ acceptability. <str<strong>on</strong>g>The</str<strong>on</strong>g> theoretical<br />
framework <strong>of</strong> strategy and service that is applicable to the<br />
development <strong>of</strong> tourism e-commerce websites are generalized<br />
and analyzed, so as to derive out the key indicators <strong>of</strong> website<br />
usability. <str<strong>on</strong>g>The</str<strong>on</strong>g> result <strong>of</strong> this study finds out the users <strong>of</strong> tourism ecommerce<br />
websites think that “Navigati<strong>on</strong>”, “Functi<strong>on</strong>ality and<br />
User C<strong>on</strong>trol”, “Architectural and Visual Clarity”, “Language<br />
and C<strong>on</strong>tent”, “C<strong>on</strong>sistency”, “System and User Feedback”,<br />
“Online Help and User Guides”, and “<strong>Website</strong> Obstacle” can<br />
promote “Behavioral Intenti<strong>on</strong>”<strong>of</strong> tourism e-commerce websites;<br />
it also thinks that “Error Preventi<strong>on</strong> and Correcti<strong>on</strong>” wil<br />
promote the “Use Behavior”<strong>of</strong> the tourism e-commerce websites.<br />
<str<strong>on</strong>g>The</str<strong>on</strong>g> result <strong>of</strong> this study can help the tourism companies to view<br />
the frameworks <strong>of</strong> current websites so as to provide more<br />
appropriate services for the users.<br />
Keywords - Unified <str<strong>on</strong>g>The</str<strong>on</strong>g>ory <strong>of</strong> Acceptance and Use <strong>of</strong><br />
Technology (UTAUT), website usability, user acceptability, tourism<br />
I. INTRODUCTION<br />
According to the investigati<strong>on</strong> <strong>of</strong> the server quantity <strong>of</strong><br />
global websites announced <strong>on</strong> January 5th by Netcraft [1], it<br />
shows that there are nearly 106,875,138 websites are<br />
c<strong>on</strong>nected to Internet hosts globally at present, comparing to<br />
January 2006, nearly 16,300,000 websites are increased in <strong>on</strong>e<br />
year. In view <strong>of</strong> this, it has shown that Internet has already<br />
been incorporated in our life deeply. Internet not <strong>on</strong>ly changes<br />
the human’s living habitual behavior but also changes<br />
human’s c<strong>on</strong>sumpti<strong>on</strong> habitual behavior, and then every kind<br />
<strong>of</strong> and different kinds <strong>of</strong> commercial operati<strong>on</strong> attitudes have<br />
been formed further. <str<strong>on</strong>g>The</str<strong>on</strong>g>refore, establishing a website that is<br />
attractive, with perfect functi<strong>on</strong>s, and fits in with general or<br />
particular users’needs is a global topic that has been<br />
discussed and disputed c<strong>on</strong>stantly.<br />
In view <strong>of</strong> this, this study starts with the usability<br />
viewpoints <strong>of</strong> human-machine interface design, and then<br />
Unified <str<strong>on</strong>g>The</str<strong>on</strong>g>ory <strong>of</strong> Acceptance and Use <strong>of</strong> Technology<br />
(UTAUT) is used as the dem<strong>on</strong>strati<strong>on</strong>’s basis, hoping to<br />
establish a set <strong>of</strong> website general usability’s measuring<br />
standards for the design principles <strong>of</strong> tourism e-commerce<br />
websites, so that the design quality <strong>of</strong> website and webpage<br />
can be improved; thus, the interacti<strong>on</strong> between users and<br />
websites can be obstacle-free, happier, and faster, and also the<br />
user’s demands can be reached correctly[2].<br />
In order to reach the test and verificati<strong>on</strong> <strong>of</strong> this study’s<br />
purpose and investigati<strong>on</strong> result, discussi<strong>on</strong> <strong>on</strong> two major<br />
topics, website usability and e-commerce website, would be<br />
carried out so as to understand the demographic structure and<br />
characteristics <strong>of</strong> the users who use tourism e-commerce<br />
websites at present, and then the current situati<strong>on</strong> <strong>of</strong> tourism ecommerce<br />
websites and the users’demands would also be<br />
categorized and analyzed. <str<strong>on</strong>g>The</str<strong>on</strong>g> functi<strong>on</strong>s or services that are<br />
provided by and the interface design <strong>of</strong> tourism e-commerce<br />
websites would be discussed through the perspective <strong>of</strong> users.<br />
And then, the steps such as user test, questi<strong>on</strong>naire collecti<strong>on</strong>,<br />
and evaluati<strong>on</strong> <strong>on</strong> website usability would be undertaken.<br />
Next, the influence <strong>of</strong> website usability’s factors towards the<br />
users <strong>of</strong> tourism e-commerce websites would be generalized<br />
and analyzed, so as to understand the “behavioral intenti<strong>on</strong>”<br />
that influences the users to use tourism e-commerce websites’<br />
services. Finally, the assessment for the suitability <strong>of</strong> Unified<br />
<str<strong>on</strong>g>The</str<strong>on</strong>g>ory <strong>of</strong> Acceptance and Use <strong>of</strong> Technology towards the<br />
usability <strong>of</strong> e-commerce websites would be tested and verified.<br />
II. LITERATURE REVIEW<br />
A. <str<strong>on</strong>g>The</str<strong>on</strong>g> present situati<strong>on</strong> <strong>of</strong> e-commerce development<br />
According to the investigati<strong>on</strong> <strong>on</strong> “Taiwan Internet surfer<br />
populati<strong>on</strong> in the end <strong>of</strong> September, 2007” that was<br />
announced by Forseeing Innovative New Digiservices<br />
(thereafter calls FIND for short) <strong>of</strong> Institute for Informati<strong>on</strong><br />
Industry, it points out that the cable users in our country are up<br />
to 4,400,000 users, there are 1,380,000 dial-up c<strong>on</strong>necti<strong>on</strong><br />
users and 9,000 ISDN users, Taiwan Academic Network<br />
(TANet) has 3,960,000 users, and there are 9,000,000 mobile<br />
Internet users[3]. After weighting and calculating the abovementi<strong>on</strong>ed<br />
user numbers <strong>of</strong> every c<strong>on</strong>necti<strong>on</strong> method, and<br />
deducting the repeated values <strong>of</strong> low usage users, <strong>on</strong>e pers<strong>on</strong><br />
with multiple accounts, and many people with <strong>on</strong>e account,<br />
this study estimates the Internet surfer populati<strong>on</strong> <strong>of</strong> our<br />
country is 9,710,000 users until the end <strong>of</strong> September 2006,<br />
the popularity <strong>of</strong> Internet applicati<strong>on</strong> is 43%, compared with<br />
the last seas<strong>on</strong>, over 30,000 users have been increased, the
growth rate is <strong>on</strong>ly 0.3%. Institute for Informati<strong>on</strong> Industry’s<br />
FIND (2007) also explains that innovating c<strong>on</strong>tinuously is still<br />
<strong>on</strong>e <strong>of</strong> the important methods for the enterprise to maintain the<br />
competitive advantage when facing fast market change, and<br />
“the customer’s suggesti<strong>on</strong>”is the most important idea or<br />
informati<strong>on</strong> resource when the service subscribers are in the<br />
process <strong>of</strong> innovating products or services[4]. As a result, how<br />
to <strong>of</strong>fer c<strong>on</strong>sumers with more value-added and higher quality<br />
services <strong>on</strong>e <strong>of</strong> the important learning topics under the social<br />
change that c<strong>on</strong>sumers’demands are increasing day by day.<br />
B. <strong>Website</strong> <strong>Usability</strong><br />
<str<strong>on</strong>g>The</str<strong>on</strong>g> pi<strong>on</strong>eer <strong>of</strong> website usability Jakob Nielsen and his<br />
research partner D<strong>on</strong>ald A. Norman have already proposed the<br />
c<strong>on</strong>cept <strong>of</strong> website usability in 1998[5]. Nielsen [6]also<br />
defines website usability as the applicati<strong>on</strong> <strong>of</strong> human-machine<br />
interface’s usability c<strong>on</strong>cept <strong>on</strong>to websites, so as to serve as<br />
the quality standards and targets <strong>of</strong> measuring the website’s<br />
human-machine interface. Krug [7]also defines website<br />
usability as the degree <strong>of</strong> comfort <strong>of</strong> guests using the website.<br />
<strong>Website</strong> usability not <strong>on</strong>ly established every <strong>on</strong>-site work<br />
firmly, but also understands how to allow the guest to use the<br />
website quickly and easily. Cowen [8] uses eye tracking to<br />
assess the questi<strong>on</strong> <strong>of</strong> website usability. Brand<strong>on</strong> Cornett [9]<br />
also points out that website usability and website marketing<br />
are closely related and cannot be separated. Before some<strong>on</strong>e<br />
can resp<strong>on</strong>d something to your website, he/she should be able<br />
to use your website first. Brinck et al. [10] also points out that<br />
a website that allow the users to finish their desired target<br />
quickly, efficiently and simply, then it is an usable website; he<br />
also defines the design principles <strong>of</strong> a good website, which is<br />
the website tally with simplicity, c<strong>on</strong>sistence and having focus.<br />
After the above relevant literature review, <strong>on</strong>e can know<br />
that many scholars and experts have already used different<br />
factors and dimensi<strong>on</strong>s to focus <strong>on</strong> website usability for<br />
analysis and evaluati<strong>on</strong>, am<strong>on</strong>g which a lot <strong>of</strong> studies use the<br />
same or relevant website usability factors to undertake the test<br />
and verificati<strong>on</strong> <strong>on</strong> relevant studies. This study also c<strong>on</strong>sults<br />
their relevant factors and dimensi<strong>on</strong>s, in order to categorize<br />
some website usability factors so as to undertake the<br />
assumpti<strong>on</strong>s and analysis for the study.<br />
C. <str<strong>on</strong>g>The</str<strong>on</strong>g> development <strong>of</strong> technology acceptance model<br />
Venkatesh et al. [11] proposes Unified <str<strong>on</strong>g>The</str<strong>on</strong>g>ory <strong>of</strong><br />
Acceptance and Use <strong>of</strong> Technology (UTAUT). <str<strong>on</strong>g>The</str<strong>on</strong>g><br />
development <strong>of</strong> UTAUT is based <strong>on</strong> the studies in 20 years<br />
and eight different acceptance models. Am<strong>on</strong>g them, these<br />
eight different acceptance models are theory <strong>of</strong> rati<strong>on</strong>al<br />
behavior, theory <strong>of</strong> planned behavior, technology acceptance<br />
model, innovati<strong>on</strong> diffusi<strong>on</strong> theory (IDT), social cognitive<br />
theory (SCT), motivati<strong>on</strong>al model (MM), combinati<strong>on</strong> <strong>of</strong><br />
technology acceptance model and theory <strong>of</strong> planned behavior<br />
(C-TAM-TPB) and model <strong>of</strong> PC utilizati<strong>on</strong> (MPCU)<br />
respectively. UTAUT mainly discusses the degree <strong>of</strong><br />
acceptance that individual user has towards informati<strong>on</strong><br />
technology. Its target lies in verifying and explaining the user<br />
intends to use informati<strong>on</strong> system and his use behavior<br />
afterwards, which includes four crucial factors, performance<br />
expectancy, effort expectancy, social influence and facilitating<br />
c<strong>on</strong>diti<strong>on</strong>s. Gender, age, experience and use intenti<strong>on</strong> are<br />
assumed as the external variables that would strike against the<br />
four crucial factors. Performance expectancy means the<br />
individual believes that after using that system, it would be<br />
helpful for him or her to obtain better performance at work.<br />
Effort expectancy refers to the degree <strong>of</strong> accessibility <strong>of</strong> using<br />
the system. Social influence refers to the degree that the<br />
individual is influenced by other important people and then<br />
uses the new system. Facilitating c<strong>on</strong>diti<strong>on</strong>s refer to the<br />
degree that the individual believes the existence <strong>of</strong><br />
infrastructure <strong>of</strong> the organizati<strong>on</strong> and technology can support<br />
the use <strong>of</strong> system. Up to now, a lot <strong>of</strong> relevant studies have<br />
already used UTAUT to undertake the analysis and<br />
measurement <strong>of</strong> the use <strong>of</strong> informati<strong>on</strong> technology, and the<br />
relevant evidence-based results generally obtain support<br />
[11][12].<br />
From the documents that are used in this study, <strong>on</strong>e can<br />
know that the use <strong>of</strong> UTAUT has become more extensive in<br />
recent years, it is no l<strong>on</strong>ger c<strong>on</strong>fined to the discussi<strong>on</strong> about<br />
the use <strong>of</strong> informati<strong>on</strong> system, such as computer system, email,<br />
<strong>on</strong>line tax report, wireless Internet and <strong>on</strong>line games, but<br />
it has not been used in the study and verificati<strong>on</strong> about<br />
usability or website usability yet at present. In view <strong>of</strong> this,<br />
this study will utilize UTAUT to discuss the influence that<br />
website usability has towards users.<br />
III. STUDY MODEL AND METHOD<br />
After the discussi<strong>on</strong> <strong>of</strong> relevant literature review, this<br />
study also c<strong>on</strong>sults UTAUT and generalizes the factors <strong>of</strong><br />
relevant website usability into four c<strong>on</strong>trol variables<br />
(Performance Expectancy (PE), Effort Expectancy (EE),<br />
Social <strong>Influence</strong> (SI), and Facilitating C<strong>on</strong>diti<strong>on</strong>s (FC)) so as<br />
to undertake the study analysis. In additi<strong>on</strong>, besides the four<br />
existing external variables (Gender, Age, Experience and<br />
Voluntariness <strong>of</strong> Use), the fifth external variables (Positi<strong>on</strong>) is<br />
added attempting to understand whether there is a difference<br />
<strong>on</strong> Use Behavior in different Positi<strong>on</strong> classificati<strong>on</strong>s. This<br />
study model is shown in Figure 1.<br />
Figure 1 –Study model<br />
IV. THE STUDY RESULT
In the pre-test, this study uses the <strong>on</strong>e-to-<strong>on</strong>e method to<br />
carry out interview and investigati<strong>on</strong> with 40 participants, 40<br />
copies <strong>of</strong> questi<strong>on</strong>naires have been retrieved, the number <strong>of</strong><br />
effective questi<strong>on</strong>naires is 40 copies, and thus the<br />
effectiveness is 100%. In additi<strong>on</strong>, the purpose <strong>of</strong><br />
implementing pre-test is to understand and c<strong>on</strong>firm the<br />
usability and quality <strong>of</strong> the questi<strong>on</strong>naire, the c<strong>on</strong>trol variables<br />
that are related to the study model are not included in the test<br />
scope.<br />
<str<strong>on</strong>g>The</str<strong>on</strong>g>refore, for the <strong>of</strong>ficial questi<strong>on</strong>naire <strong>of</strong> this study, it is<br />
divided into two methods to undertake, which are Internet and<br />
<strong>on</strong>-the-spot interviews. Because <strong>of</strong> the limitati<strong>on</strong>s <strong>of</strong><br />
manpower, funds and time, the study subject would <strong>on</strong>ly be<br />
focused <strong>on</strong> the Taiwan users who have website use experience.<br />
<str<strong>on</strong>g>The</str<strong>on</strong>g> adopted sampling method is simple random sampling.<br />
Through distributing and retrieving questi<strong>on</strong>naires for <strong>on</strong>e<br />
m<strong>on</strong>th, 257 copies are retrieved from the Internet, the effective<br />
number <strong>of</strong> questi<strong>on</strong>naire is 193 copies, thus the retrieval rate is<br />
75.10%; for <strong>on</strong>-the-spot secti<strong>on</strong>, the <strong>on</strong>e-to-<strong>on</strong>e method is<br />
used to carry out interview and investigati<strong>on</strong> with 72<br />
participants, and 72 copies have been retrieved, the effective<br />
questi<strong>on</strong>naire number is 63 copies, and the effective rate is<br />
87.5%. Overall speaking, 329 copies have been retrieved, the<br />
effective questi<strong>on</strong>naire number is 256 copies, and the retrieval<br />
rate is 77.81%.<str<strong>on</strong>g>The</str<strong>on</strong>g> KMO value <strong>of</strong> every factor dimensi<strong>on</strong> in<br />
this study is greater than 0.8, so they are suitable for factor<br />
analysis.<br />
This study also uses Structural Equati<strong>on</strong> Modeling (SEM)<br />
and based <strong>on</strong> the study model, measuring variables and<br />
weighing indicators to set performance expectancy, effort<br />
expectancy, social influence, facilitating c<strong>on</strong>diti<strong>on</strong>s and<br />
behavioral intenti<strong>on</strong> as Latent Variables; the use behavior is<br />
set to be Observed Variable; behavioral intenti<strong>on</strong> is also set to<br />
be Intervening Variable. And then, AMOS 16 structural<br />
equati<strong>on</strong> model analytical s<strong>of</strong>tware is used to focused <strong>on</strong> each<br />
dimensi<strong>on</strong> so as to use Maximum Likelihood Estimati<strong>on</strong><br />
(MLE) to carry out the path analysis and goodness-<strong>of</strong>-fit <strong>of</strong><br />
this study’s overal model. With modificati<strong>on</strong> indicators (MI),<br />
this study focuses <strong>on</strong> each questi<strong>on</strong> and then adjustment and<br />
deleti<strong>on</strong> would be caried out. Also, Bolen’s viewpoints<br />
(1989) are c<strong>on</strong>sulted, the paths, whose MI values are greater<br />
than 5, and its questi<strong>on</strong>s would be added to the model for<br />
analysis, so as to improve the explanatory ability <strong>of</strong> the<br />
model’s relevant path towards use behavior. After analyzing<br />
and modifying, the value <strong>of</strong> χ2 is 1266.267 and P-Value is<br />
0.000, both <strong>of</strong> them have reached the level <strong>of</strong><br />
significance.Thus, the path analytical result is shown in Table<br />
Ⅰ<br />
TABLE I <str<strong>on</strong>g>The</str<strong>on</strong>g> path analytical result <strong>of</strong> the overall model<br />
Potential relati<strong>on</strong>ships<br />
between variables<br />
P.C. a<br />
C.R. b<br />
PEBI .327 2.673 .007 **<br />
P c<br />
Test result<br />
Significant<br />
EEBI .307 3.524 .000 ***<br />
Significant<br />
SIBI .145 2.184 .033 *<br />
Significant<br />
FC BI .093 2.840 .006 **<br />
Significant<br />
PE UB .202 .894 .371 Insignificant<br />
EE UB .208 2.326 .009 **<br />
Significant<br />
SI UB .028 .300 .764 Insignificant<br />
FC UB .418 2.683 .007 **<br />
Significant<br />
BI UB 1.013 3.692 .000 ***<br />
Significant<br />
a<br />
P.C.: Path Coefficient<br />
b<br />
C.R.: Critical Regi<strong>on</strong><br />
c<br />
P: Probability<br />
* P
expectancy”, “efort expectancy”, “social influence” and<br />
“facilitating c<strong>on</strong>diti<strong>on</strong>s”will improve “behavioral intenti<strong>on</strong>”<br />
<strong>of</strong> tourism e-commerce websites, they also think that<br />
“behavioral intenti<strong>on</strong>” can improve “use behavior”<strong>of</strong> tourism<br />
e-commerce websites.<br />
What deserves to pay attenti<strong>on</strong> to is shown in the potential<br />
factors <strong>of</strong> website usability, the users <strong>of</strong> tourism e-commerce<br />
websites think that “Navigati<strong>on</strong>”, “Functi<strong>on</strong>ality and User<br />
C<strong>on</strong>trol”, “Online Help and User Guides”, “Language and<br />
C<strong>on</strong>tent”, “C<strong>on</strong>sistency”, “System and User Feedback”,<br />
“Online Help and User Guides”, and “<strong>Website</strong> Obstacle” can<br />
promote “Behavioral Intenti<strong>on</strong>” <strong>of</strong> tourism e-commerce<br />
websites; it also thinks that “Eror Preventi<strong>on</strong> and Corecti<strong>on</strong>”<br />
will promote the “Use Behavior”<strong>of</strong> the tourism e-commerce<br />
websites. <str<strong>on</strong>g>The</str<strong>on</strong>g> result <strong>of</strong> this study also shows that the “Gender”,<br />
“Age”, “Experience”, and “Voluntarines <strong>of</strong> Use”<strong>of</strong> the users<br />
<strong>of</strong> tourism e-commerce websites will all have positivedifferent<br />
influence towards the acceptance degree <strong>of</strong> tourism<br />
e-commerce websites.<br />
Today, tourism e-commerce market has already replaced<br />
the tangible store market gradually, commercial studies and<br />
complete service are the very inevitable trend; through this<br />
study, <strong>on</strong>e can understand where the trend <strong>of</strong> prospective<br />
development and the directi<strong>on</strong> <strong>of</strong> service are deeply. <str<strong>on</strong>g>The</str<strong>on</strong>g><br />
current users are regarded as the main shaft with the assistance<br />
<strong>of</strong> foreign users’intenti<strong>on</strong>, then the latest trend <strong>of</strong> the market<br />
can be shown. This study allows the relevant service providers<br />
to understand better that what kind <strong>of</strong> service should be<br />
provided. From the perspective <strong>of</strong> government, the industry’s<br />
directi<strong>on</strong> can then be guided, so as to promote the<br />
competitiveness <strong>of</strong> the overall nati<strong>on</strong>al technology industry.<br />
From the perspective <strong>of</strong> product exploitati<strong>on</strong>, the product can<br />
be more humanized and closer to the user’s living<br />
envir<strong>on</strong>ment. Through the framework and point at issue <strong>of</strong> this<br />
study, if they can be enhanced and glorified, not <strong>on</strong>ly the<br />
current users can have much willingness to use tourism ecommerce<br />
websites, but also the unknown potential groups<br />
can also be exploited. In additi<strong>on</strong>, more novel services can be<br />
provided and the overall service scale can be expanded, so as<br />
to reach the greatest social c<strong>on</strong>tributi<strong>on</strong> and value.<br />
REFERENCES<br />
[1] Netcraft, LTD. (2007), “January 2007 Web Server Survey.”<br />
<br />
(accessed 26 November 2007)<br />
[2] Taiwan’s Internet surfer populati<strong>on</strong> in September 2006, Forseeing<br />
Innovative New Digiservices (2007), Institute for Informati<strong>on</strong> Industry,<br />
<br />
(Downloading time: 2007-12-06)<br />
[3] <str<strong>on</strong>g>The</str<strong>on</strong>g> trend formati<strong>on</strong> <strong>of</strong> c<strong>on</strong>sumer-oriented –Service providers lower the<br />
costs to strengthen product sales and e-battle, Forseeing Innovative New<br />
Digiservices (2007), Institute for Informati<strong>on</strong> Industry,<br />
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