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ISSN 2224-5758 (Paper) ISSN 2224-896X (Online)
Vol.4, No.10, 2014
12
Diffusion of Innovation, Consumer Attitudes and Intentions to use
Mobile Banking
Mukhlis Yunus
Lecturer of Economic Faculty, Syiah Kuala University, Banda Aceh, Indonesia.
E-mail :muchlissyiah@gmail.com
Abstract
This study discusses the effect of diffusion of innovation (relative advantage, compatibility and trial-ability)
toward intention to use mobile banking through the consumer attitudes. The purpose of this study was to
determine whether there is influence between Diffusion of Innovations (relative advantage, compatibility and
trial-ability) toward the intention to use mobile banking through the consumer attitudes. The respondents of this
study are the Bank Mobile Banking users in Banda Aceh. The sampling method used in this study is purposive
sampling and the data were analyzed using path analysis technique. The results found that relative advantage,
compatibility and trial-ability directly had significant effect on consumer attitudes in a positive way; relative
advantage and trial-ability significant toward intention to use; compatibility effect not significant toward the
intention to use in a positive way; consumer attitudes is significant towards intention to use positively; and
relative advantage, compatibility and trial-ability significant toward intention to use through consumer attitudes.
Keywords: Relative advantage, Compatibility, Trial-ability, Intention to use, Consumer’s attitude
1. Introduction
The development of technology, especially information technology has now reached a level that is very
impressive; facilitate activities in the transaction, the member convenience to customers, rapid, practical,
effective, and efficient. The ease of presenting an online feature real time capabilities of banks, technological
charged multiple delivery channels to connect with customers are: ATM, Telephone Banking, Internet banking,
TV Banking, and Mobile Banking.
Mobile banking development in Indonesia is so fast , because the m-banking service is able to
provide flexibility and practicality and ease of transactions such as balance inquiry , payment , transfer , or other
financial services anytime and anywhere just by using the mobile phone network and Internet connection so far .
M - Banking service is relatively safe because it uses a layered security system, ie from the mobile
telecommunications providers, as well as the banking system of the network in question. With Mobile banking
customers can use banking services 24 hours a day without having to visit a bank branch.
Intention to use the new innovation is the response or reaction of an individual to the environment,
and social culture. Individuals acting as consumers have the right to accept or reject a new product, which is one
form of consumer behavior. Consumer behavior theory to explain the process of consumer actions be influenced
by one thing to produce multiple outputs . Howard and Shet ( 1967 ) explains that consumer behavior can be
seen from the process , which is input in the form of marketing and environmental stimuli that will produce
output in the form of attitudes toward the behavior , intention and purchase behavior
M - Banking service is an opportunity for banks to offer added value as an incentive to customers.
Promotion mobile banking will provide implikasis ecara performed directly on the consumer adoption of the
technology. With this facility, any person who has a mobile phone can easily transact anywhere and at any time
but must be connected to the Internet. All banks provide facilities mobilebanking to get satisfaction and an
increase in the number of customers (Widyastuti , 2008) .
Each customer has a different role in adopting a new technology, most consumers are able to accept
and use the new technology while others are not . In determining the choice of consumers will evaluate all
information related to a matter that will manifest later on his attitude. This attitude will be formed on the
intention to use and so ended up with an action associated with it (Dabholkar , 1994) .
Davis (1989 ) Vankatesh and Davis (1996 ) and Succi danWalter (1999 ), argues that banks invest in
information systems such as the Internet and mobile banking for several reasons, such as cost savings, improved
quality of products and services, and to produce more without an increase in costs .
The attitude of the customers towards the adoption or acceptance of new formations system seriously
implied for the success of the system. If the customer is not willing to accept or adopt the new system, the
system will not provide the maximum benefit for the bank. The more the customer receives diaper system,
customers are increasingly willing to make changes in practice and using the time and effort to start using the
new information system (SuccidanWalter , 1999) .
According Kohli (2004) m - banking service gives customers easy access to account information and
transaction capabilities in real time. The advantages of m - banking account is not easy to be cracked by
someone irresponsible parties. Based on the advantages of that, banks are confident to attract customers to
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ISSN 2224-5758 (Paper) ISSN 2224-896X (Online)
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conduct banking activities
2. Literature Review
Relative advantages
Relative advantage is defined as the degree to which an innovation is perceived as better or superior
than ever before. This can be measured from any segment, such as economic, social prestige, comfort, and
satisfaction. The greater the relative advantage perceived by the adopters, the faster these innovations can be
adopted (Rogers , 1983) .
Nor and Pearson (2007) explains that the relative gain is defined as the extent to which the
innovation can be considered to be a better idea to replace the things you want improved performance.
Lichtenstein and Williamson (2006) stated that the relative advantage has clearly influenced the choice of
banking methods. With this it can be concluded that the relative advantage that is significantly associated with
attitudes, such as the founded results by previous studies (Shih and Fang (2004), Nor and Pearson (2007), and
Williamson Lichtenstein (2006) .
Compatibility
Rogers (995) defines compatibility as an innovation is considered consistent with the socio-cultural
values and beliefs, experiences, and needs of potential adopters. Hoerup (2001) explains that every
innovation that affects the opinions, beliefs, values, and outlook. If the innovation is compatible with the needs
of the individual, then the uncertainty will decrease and the rate of adoption of innovation will increase. Naming
innovation is an important part of the compatibility. Perceived compatibility of an innovation illustrates how
consistent it is associated with individual values, experiences, and needs. Compatibility is the degree to which an
innovation is perceived as consistent with the values whose mother, past experiences and needs of potential
adopters. (AndIivari Huisman, 2006). Compatibility refers to the extent of the service user is considered as
consistent with existing values, beliefs, customs and current and previous experience ( Chenetal , 2004) .
Triability
Triability is the degree to which an innovation can be tested within a certain limit (Rogers1995).
Triability adopt an innovation when they first can be evaluated, and were allowed to experiment with
innovations to feel more comfortable (Agarwal and Prasad , 1998; Rogers , 2003) . Tan and Teo (2000) assert
that if given the opportunity to evaluate innovation, customer minimize the particular concerns of the unknown,
which led to acceptance. Therefore, repeating the Lambs evaluation and assistance in the use of mobile banking
during the trial period can reduce the uncertainty about mobile banking, eventually creating positive consumer
attitudes to using mobile banking. Trialability can also be viewed as the degree to which an innovation may be
experimented with on a limited basis (HuismanandIivari, 2006)
Consumer attitudes
Defines attitude as a learned predisposition of individuals to give respond likes or dislikes are
consistently with the attitude object. The response was the result of a process evaluation of an individual's belief
attitude towards the object (Fishbein & Ajzen , 1975) . Attitude is driving the emergence of intentions and
furthermore, to initiate the purchase or use. TRA, Azjen and Fishbein (1975, in Nysveen et al ., 2005b ) defines
attitude toward the behavior as negative or positive feelings of a person (an evaluative feeling) on performing the
target behavior . In mobile services , attitude towards behavior (usage) refers to the feeling of doing evaluative
consumer behavior (usage), and there is great support for the positive effects of attitudes toward the use of
mobile services in behavioral intention to mobile services (Nysveen et al . , 2005b) .
Intention to Use
Ajzen (1991) states that intention as a person's tendency to choose to do or not do any work. Intention
can also define as how many desire to try and how strong effort allocated to make it happen.
According Fusilier and Durlabhji ( 2005.246 ) There are two items to measure intention statement of
use, the first assuming having access mobile banking, customers interested in using it , the second after the
having access to mobile banking customers are expected to use it, the intention is a desire that has not been done.
High intention will influence the behavior of the higher as well. But there is no possibility could also occur
intentions can influence consumer attitudes and vice versa if a person has to be not necessarily intend.
3. Research Methodology
Location and Object
To obtain the data and information that is accurate and relevant required to hold a series of studies on Bank
Customers in Banda Aceh . While the object of this study is the Effect of Diffusion of Innovations on Intention
to Use Mobile Banking with Consumer Attitudes as Mediation Variable.
Population and Sampling
The population in this study is the Customer's registered as a user of mobile banking in Banda Aceh, which has
Independent Mobile Application, with a sample set of 100 customers. Sampling was conducted using purposive
Information and Knowledge Management www.iiste.org
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sampling is the criteria: Registered as a bank customer in Banda Aceh bank and Has Independent Mobile
Applications
Data Analysis Tools
Analysis of the data used in this study is the use of path analysis (path your analysis ) using the IMB program .
Analysis of the path ( the path your analysis ) is a statistical technique used to test the causal relationship
between two or more variables , and also used to look at the direct and indirect influence of a set of variables as
causes of variables to a set of other variables that are variable due to ( Sewall Wright et al , 1996) .
4. Result and Discussion
Effect of Relative Advantage, Compatibility, and Trialibility on Consumer Attitudes
Relative advantage, compatibility and trialibility significantly affects on consumer attitudes. Advantage relative
to the level of significance level of 0.05 , the level of compatibility with a significance level of 0.1 , trialibility
with significance level 0.05 level . It is characterized by the value of F > F ( 24,525 > 3,079 ) at a significance
level of 0.001. Variable relative advantage, compatibility and trialibility jointly influence the attitude of bank
customers Banda Aceh. The magnitude of the effect of the three variables simultaneously is indicated by the
coefficient of determination. The coefficient of determination is the effect of three variables on consumer
attitude is equal to 0.434 . That is by 43.4 % based attitude change can be explained by a change of variables
relative advantage , compatibility and triabilitsas of 65.9 % while the rest is explained by factors other than the
variable relative advantage, compatibility and trialibility .
Figure 1. Path Analisis
Partial Effect of Relative Advantage, Compatibility, and Trialibility on Consumer Attitudes
Based on the research result it can be concluded that the relative advantage is positively significant effect on the
attitude of the Bank's customer in Banda Aceh. It is characterized by a significant value 0.000 < 0.05 . Then the
compatibility variable is positively significant effect on bank customers' attitudes in Banda Aceh. It is
characterized by a significant value 0.045 < 0.1 . Furthermore trialibility variable positively significant effect on
the Bank's customer attitudes in BandaAceh . It is characterized by a significant value 0.000 < 0.05 .
Effect of Relative advantage, Compatibility, Trialibility, the Intention to Use the Consumer Attitudes
Based on the result can be explained that the compatibility of the variable intention to use positive effect is not
significant with a significance level of 0.05 level. Variables significant relative advantage is positively related to
the intention to use the level of significance level of the intention to use 0,05. Triability variable significantly
positive affects on the attitude of the customer with a level of significance level of 0.05. Consumer attitudes
towards intention to use significant positive effect on attitudes to the significance level 0,05.Hal level is
characterized by the value of F > F (18,746 > 2,689 ) at a significance level of 0.000 .
Figure 2. Path analysis all variables
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Effect of Relative Advantage, Compatibility, Trialibility, to Intentions of Use with the Consumer Attitudes
Based on the result it can be concluded that the relative advantage is positively significant effect on customer
intention of Bank in Banda Aceh. This is characterized by a significant level of 0.045 < 0.05 . Compatibility
intention not significant effect on the Bank's customer in Banda Aceh . It is characterized by a significant level
of 0.715 < 0.05 . Furthermore trialibility variables significantly influence customer intention of Bank in Banda
Aceh . It is characterized by a significant level of 0.000 < 0.05 . While consumer attitudes variable was also a
significant effect on the Bank's customer intent in Banda Aceh . It is characterized by a significant level of
0.042 > 0.05 .
Effect of Direct and Indirect
Each variable has a large influence of different variables that have the most dominant effect on the attitudes of
customers of the Bank in Banda Aceh is trialibility variable. Trialibility directly have an influence on the
customer's intention to take a position in the Bank's mobile banking in Banda Aceh at 0,393. While the total
effect of 0.461 .
5. Conclusions and Suggestions
Conclusion
Based on the results of research and discussion that has been described in the previous chapter, it can be drawn
some conclusions as follows:
1 There is a significant direct effect between relative advantage, compatibility and attitude triability with
customers using mobile banking Bank in Banda Aceh.
2 There is a direct effect of the relative advantages and partially triability significant positive effect on intention
to use mobile banking Bank in Banda Aceh. Compatibility is insignificant effect on intention to use.
3 There is a significant direct effect between consumer attitudes with the intention to use mobile banking Bank
in Banda Aceh. This means that with the mobile banking product support ease in transaction, the customer will
automatically feel the new technology, thus gaining the benefits offered by mobile banking products.
4 There is a significant direct effect between relative advantage, compatibility and triability on the intention to
use mobile banking customers through the Bank's attitude in Banda Aceh. That is the intention intertwined with
attitudes and advantages, suitability, renewable technologies can provide the benefit to using a new aspect of the
Bank.
Suggestion
Suggestions can be submitted from the research results obtained are as follows :
1 The managerial Bank in order to always keep the quality of the latest products launched by either giving rise to
the benefits to the customers in order to create a good relationship between customers and employees.
2 Improve and enhance the performance of customer service (customer service) is to be responsive to complaints
and was able to resolve the problem in a short time.
3 For further research needs to add to the sample , the study period , the number of observations with more long
time , and comparing with other bank that has better quality, so that the results would be more supportive and
can be generalized well .
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Diffusion of innovation, consumer attitudes and intentions to use mobile banking

  • 1. Information and Knowledge Management www.iiste.org ISSN 2224-5758 (Paper) ISSN 2224-896X (Online) Vol.4, No.10, 2014 12 Diffusion of Innovation, Consumer Attitudes and Intentions to use Mobile Banking Mukhlis Yunus Lecturer of Economic Faculty, Syiah Kuala University, Banda Aceh, Indonesia. E-mail :muchlissyiah@gmail.com Abstract This study discusses the effect of diffusion of innovation (relative advantage, compatibility and trial-ability) toward intention to use mobile banking through the consumer attitudes. The purpose of this study was to determine whether there is influence between Diffusion of Innovations (relative advantage, compatibility and trial-ability) toward the intention to use mobile banking through the consumer attitudes. The respondents of this study are the Bank Mobile Banking users in Banda Aceh. The sampling method used in this study is purposive sampling and the data were analyzed using path analysis technique. The results found that relative advantage, compatibility and trial-ability directly had significant effect on consumer attitudes in a positive way; relative advantage and trial-ability significant toward intention to use; compatibility effect not significant toward the intention to use in a positive way; consumer attitudes is significant towards intention to use positively; and relative advantage, compatibility and trial-ability significant toward intention to use through consumer attitudes. Keywords: Relative advantage, Compatibility, Trial-ability, Intention to use, Consumer’s attitude 1. Introduction The development of technology, especially information technology has now reached a level that is very impressive; facilitate activities in the transaction, the member convenience to customers, rapid, practical, effective, and efficient. The ease of presenting an online feature real time capabilities of banks, technological charged multiple delivery channels to connect with customers are: ATM, Telephone Banking, Internet banking, TV Banking, and Mobile Banking. Mobile banking development in Indonesia is so fast , because the m-banking service is able to provide flexibility and practicality and ease of transactions such as balance inquiry , payment , transfer , or other financial services anytime and anywhere just by using the mobile phone network and Internet connection so far . M - Banking service is relatively safe because it uses a layered security system, ie from the mobile telecommunications providers, as well as the banking system of the network in question. With Mobile banking customers can use banking services 24 hours a day without having to visit a bank branch. Intention to use the new innovation is the response or reaction of an individual to the environment, and social culture. Individuals acting as consumers have the right to accept or reject a new product, which is one form of consumer behavior. Consumer behavior theory to explain the process of consumer actions be influenced by one thing to produce multiple outputs . Howard and Shet ( 1967 ) explains that consumer behavior can be seen from the process , which is input in the form of marketing and environmental stimuli that will produce output in the form of attitudes toward the behavior , intention and purchase behavior M - Banking service is an opportunity for banks to offer added value as an incentive to customers. Promotion mobile banking will provide implikasis ecara performed directly on the consumer adoption of the technology. With this facility, any person who has a mobile phone can easily transact anywhere and at any time but must be connected to the Internet. All banks provide facilities mobilebanking to get satisfaction and an increase in the number of customers (Widyastuti , 2008) . Each customer has a different role in adopting a new technology, most consumers are able to accept and use the new technology while others are not . In determining the choice of consumers will evaluate all information related to a matter that will manifest later on his attitude. This attitude will be formed on the intention to use and so ended up with an action associated with it (Dabholkar , 1994) . Davis (1989 ) Vankatesh and Davis (1996 ) and Succi danWalter (1999 ), argues that banks invest in information systems such as the Internet and mobile banking for several reasons, such as cost savings, improved quality of products and services, and to produce more without an increase in costs . The attitude of the customers towards the adoption or acceptance of new formations system seriously implied for the success of the system. If the customer is not willing to accept or adopt the new system, the system will not provide the maximum benefit for the bank. The more the customer receives diaper system, customers are increasingly willing to make changes in practice and using the time and effort to start using the new information system (SuccidanWalter , 1999) . According Kohli (2004) m - banking service gives customers easy access to account information and transaction capabilities in real time. The advantages of m - banking account is not easy to be cracked by someone irresponsible parties. Based on the advantages of that, banks are confident to attract customers to
  • 2. Information and Knowledge Management www.iiste.org ISSN 2224-5758 (Paper) ISSN 2224-896X (Online) Vol.4, No.10, 2014 13 conduct banking activities 2. Literature Review Relative advantages Relative advantage is defined as the degree to which an innovation is perceived as better or superior than ever before. This can be measured from any segment, such as economic, social prestige, comfort, and satisfaction. The greater the relative advantage perceived by the adopters, the faster these innovations can be adopted (Rogers , 1983) . Nor and Pearson (2007) explains that the relative gain is defined as the extent to which the innovation can be considered to be a better idea to replace the things you want improved performance. Lichtenstein and Williamson (2006) stated that the relative advantage has clearly influenced the choice of banking methods. With this it can be concluded that the relative advantage that is significantly associated with attitudes, such as the founded results by previous studies (Shih and Fang (2004), Nor and Pearson (2007), and Williamson Lichtenstein (2006) . Compatibility Rogers (995) defines compatibility as an innovation is considered consistent with the socio-cultural values and beliefs, experiences, and needs of potential adopters. Hoerup (2001) explains that every innovation that affects the opinions, beliefs, values, and outlook. If the innovation is compatible with the needs of the individual, then the uncertainty will decrease and the rate of adoption of innovation will increase. Naming innovation is an important part of the compatibility. Perceived compatibility of an innovation illustrates how consistent it is associated with individual values, experiences, and needs. Compatibility is the degree to which an innovation is perceived as consistent with the values whose mother, past experiences and needs of potential adopters. (AndIivari Huisman, 2006). Compatibility refers to the extent of the service user is considered as consistent with existing values, beliefs, customs and current and previous experience ( Chenetal , 2004) . Triability Triability is the degree to which an innovation can be tested within a certain limit (Rogers1995). Triability adopt an innovation when they first can be evaluated, and were allowed to experiment with innovations to feel more comfortable (Agarwal and Prasad , 1998; Rogers , 2003) . Tan and Teo (2000) assert that if given the opportunity to evaluate innovation, customer minimize the particular concerns of the unknown, which led to acceptance. Therefore, repeating the Lambs evaluation and assistance in the use of mobile banking during the trial period can reduce the uncertainty about mobile banking, eventually creating positive consumer attitudes to using mobile banking. Trialability can also be viewed as the degree to which an innovation may be experimented with on a limited basis (HuismanandIivari, 2006) Consumer attitudes Defines attitude as a learned predisposition of individuals to give respond likes or dislikes are consistently with the attitude object. The response was the result of a process evaluation of an individual's belief attitude towards the object (Fishbein & Ajzen , 1975) . Attitude is driving the emergence of intentions and furthermore, to initiate the purchase or use. TRA, Azjen and Fishbein (1975, in Nysveen et al ., 2005b ) defines attitude toward the behavior as negative or positive feelings of a person (an evaluative feeling) on performing the target behavior . In mobile services , attitude towards behavior (usage) refers to the feeling of doing evaluative consumer behavior (usage), and there is great support for the positive effects of attitudes toward the use of mobile services in behavioral intention to mobile services (Nysveen et al . , 2005b) . Intention to Use Ajzen (1991) states that intention as a person's tendency to choose to do or not do any work. Intention can also define as how many desire to try and how strong effort allocated to make it happen. According Fusilier and Durlabhji ( 2005.246 ) There are two items to measure intention statement of use, the first assuming having access mobile banking, customers interested in using it , the second after the having access to mobile banking customers are expected to use it, the intention is a desire that has not been done. High intention will influence the behavior of the higher as well. But there is no possibility could also occur intentions can influence consumer attitudes and vice versa if a person has to be not necessarily intend. 3. Research Methodology Location and Object To obtain the data and information that is accurate and relevant required to hold a series of studies on Bank Customers in Banda Aceh . While the object of this study is the Effect of Diffusion of Innovations on Intention to Use Mobile Banking with Consumer Attitudes as Mediation Variable. Population and Sampling The population in this study is the Customer's registered as a user of mobile banking in Banda Aceh, which has Independent Mobile Application, with a sample set of 100 customers. Sampling was conducted using purposive
  • 3. Information and Knowledge Management www.iiste.org ISSN 2224-5758 (Paper) ISSN 2224-896X (Online) Vol.4, No.10, 2014 14 sampling is the criteria: Registered as a bank customer in Banda Aceh bank and Has Independent Mobile Applications Data Analysis Tools Analysis of the data used in this study is the use of path analysis (path your analysis ) using the IMB program . Analysis of the path ( the path your analysis ) is a statistical technique used to test the causal relationship between two or more variables , and also used to look at the direct and indirect influence of a set of variables as causes of variables to a set of other variables that are variable due to ( Sewall Wright et al , 1996) . 4. Result and Discussion Effect of Relative Advantage, Compatibility, and Trialibility on Consumer Attitudes Relative advantage, compatibility and trialibility significantly affects on consumer attitudes. Advantage relative to the level of significance level of 0.05 , the level of compatibility with a significance level of 0.1 , trialibility with significance level 0.05 level . It is characterized by the value of F > F ( 24,525 > 3,079 ) at a significance level of 0.001. Variable relative advantage, compatibility and trialibility jointly influence the attitude of bank customers Banda Aceh. The magnitude of the effect of the three variables simultaneously is indicated by the coefficient of determination. The coefficient of determination is the effect of three variables on consumer attitude is equal to 0.434 . That is by 43.4 % based attitude change can be explained by a change of variables relative advantage , compatibility and triabilitsas of 65.9 % while the rest is explained by factors other than the variable relative advantage, compatibility and trialibility . Figure 1. Path Analisis Partial Effect of Relative Advantage, Compatibility, and Trialibility on Consumer Attitudes Based on the research result it can be concluded that the relative advantage is positively significant effect on the attitude of the Bank's customer in Banda Aceh. It is characterized by a significant value 0.000 < 0.05 . Then the compatibility variable is positively significant effect on bank customers' attitudes in Banda Aceh. It is characterized by a significant value 0.045 < 0.1 . Furthermore trialibility variable positively significant effect on the Bank's customer attitudes in BandaAceh . It is characterized by a significant value 0.000 < 0.05 . Effect of Relative advantage, Compatibility, Trialibility, the Intention to Use the Consumer Attitudes Based on the result can be explained that the compatibility of the variable intention to use positive effect is not significant with a significance level of 0.05 level. Variables significant relative advantage is positively related to the intention to use the level of significance level of the intention to use 0,05. Triability variable significantly positive affects on the attitude of the customer with a level of significance level of 0.05. Consumer attitudes towards intention to use significant positive effect on attitudes to the significance level 0,05.Hal level is characterized by the value of F > F (18,746 > 2,689 ) at a significance level of 0.000 . Figure 2. Path analysis all variables
  • 4. Information and Knowledge Management www.iiste.org ISSN 2224-5758 (Paper) ISSN 2224-896X (Online) Vol.4, No.10, 2014 15 Effect of Relative Advantage, Compatibility, Trialibility, to Intentions of Use with the Consumer Attitudes Based on the result it can be concluded that the relative advantage is positively significant effect on customer intention of Bank in Banda Aceh. This is characterized by a significant level of 0.045 < 0.05 . Compatibility intention not significant effect on the Bank's customer in Banda Aceh . It is characterized by a significant level of 0.715 < 0.05 . Furthermore trialibility variables significantly influence customer intention of Bank in Banda Aceh . It is characterized by a significant level of 0.000 < 0.05 . While consumer attitudes variable was also a significant effect on the Bank's customer intent in Banda Aceh . It is characterized by a significant level of 0.042 > 0.05 . Effect of Direct and Indirect Each variable has a large influence of different variables that have the most dominant effect on the attitudes of customers of the Bank in Banda Aceh is trialibility variable. Trialibility directly have an influence on the customer's intention to take a position in the Bank's mobile banking in Banda Aceh at 0,393. While the total effect of 0.461 . 5. Conclusions and Suggestions Conclusion Based on the results of research and discussion that has been described in the previous chapter, it can be drawn some conclusions as follows: 1 There is a significant direct effect between relative advantage, compatibility and attitude triability with customers using mobile banking Bank in Banda Aceh. 2 There is a direct effect of the relative advantages and partially triability significant positive effect on intention to use mobile banking Bank in Banda Aceh. Compatibility is insignificant effect on intention to use. 3 There is a significant direct effect between consumer attitudes with the intention to use mobile banking Bank in Banda Aceh. This means that with the mobile banking product support ease in transaction, the customer will automatically feel the new technology, thus gaining the benefits offered by mobile banking products. 4 There is a significant direct effect between relative advantage, compatibility and triability on the intention to use mobile banking customers through the Bank's attitude in Banda Aceh. That is the intention intertwined with attitudes and advantages, suitability, renewable technologies can provide the benefit to using a new aspect of the Bank. Suggestion Suggestions can be submitted from the research results obtained are as follows : 1 The managerial Bank in order to always keep the quality of the latest products launched by either giving rise to the benefits to the customers in order to create a good relationship between customers and employees. 2 Improve and enhance the performance of customer service (customer service) is to be responsive to complaints and was able to resolve the problem in a short time. 3 For further research needs to add to the sample , the study period , the number of observations with more long time , and comparing with other bank that has better quality, so that the results would be more supportive and can be generalized well . Reference: Ajzen, I.(1985), “From intentions to actions:atheory of planned behavior”, in Kuhl,J.AndBeckman, J.(Eds),Action- Control: From Cognition to Behavior, Springer,Heidelberg,pp.11-39. Ajzen,L,&Fishbein, M,(1975),‘’Belief, attitude,intention, and behavior: An introduction to theory and research’’, Reading,MA:Addison.Wesley Arunachalam, L. &Sivasubramanian, M.2007.The Future of Internet Banking in India, Academic Open Internet Journal,20(3):111-121. Al-Gahtani, S. (2003), “Computer technology adoption inSaudi Arabia: correlates of perceived innovation attributes”,Information Technology for Development,Vol.10,pp.57-69. Azwar,Saifuddin, 2005.Sikap Manusia: Teori dan Pengukurannya, Yogyakarta: Pustaka Pelajar. Atkinson, N. (2007), “Developing aquestionnaire to measure perceived attributes of eHealth innovations”, American Journal of Health Behavior, Vol.31No.6, pp.612-621. Agarwal,R.andPrasad, J.(1998),“A conceptual and operational definition of personal innovativeness in the domain of information technology”, Information SystemsResearch,Vol.9No.2, pp.204-215. Ajzen, I. (1991). The Theory of Planned Behavior. Organizational Behavior and Human Decision Processes.Nomor50.Hlm.179-211.Diunduhdari http://people.umass.edu/psyc661/pdf/tpb.obhdp.pdf Baron, R.M.andKenny, D.A.(1986).“The Moderator-Mediator Variable Distinction In Social Psychological Research: Conceptual, Strategic, And Statistical Considerations”.Journal Of Personality And Social Psychology.51(6):1173-1182.
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