Analysis Factors of Using Internet Banking in Indonesia

Similar documents
CHAPTER II LITERATURE REVIEW, THEORETICAL FRAMEWORK, AND HYPOTHESIS

Received: December 1, 2015 Accepted: December 18, 2015 Online Published: January 11, 2016

THE SATISFACTION OF STUDENTS BY USING BLACKBERRY MESSENGER IN SYIAH KUALA UNIVERSITY ACEH

IMPROVING CUSTOMER LOYALTY THROUGH SERVICE QUALITY AND CUSTOMER SATISFACTION (A Study Conducted at Yani Salon, Demak)

Factors Affecting Online Customer-to-Customer Purchase Intention: A Study of Indonesian Customers

Journal of Internet Banking and Commerce

Instagram Electronic Word of Mouth s Effect Towards Purchasing Decision Arromanis Corner Store, Bandung, Indonesia

The Influence of Product and Service Quality towards Customer Satisfaction in Wulandari Female Beauty Center, Joglo, West Jakarta

Neni Oxtafiani Sri Yuni Widowati 1. Faculty of Economics, University of Semarang. Table 1 PT Asuransi Tri Pakarta Semarang Branch Customer Complaints

Henny Medyawati, Marieta Christiyanti, and Muhammad Yunanto

Making Online Shop Based on Web as a Business Opportunity

Faculty of Information Technology Perbanas Institute, Jl. Perbanas, Setiabudi KaretKuningan, Jakarta Indonesia

The Effects of Corporate Image, User Image, and Product Image Towards Purchasing Interest of Suzuki Motorcycle

INFLUENCE OF BRAND ASSOCIATION TOWARD BRAND LOYALTY OF WEIDENMANN

ANALYSIS OF THE EFFECT OF BRANCHLESS BANKING, LOCATION AND QUALITY OF SERVICES ON BRILINK CUSTOMER SATISFACTION IN DUREN SAWIT SUB-DISTRICT, INDONESIA

JURNAL SAINS PEMASARAN INDONESIA Volume XVI, No. 2, September 2017, halaman

Product Quality of Rice and the Consumer Preference Level: An Approach Analysis of Product Attribute

THE AIRLINE CUSTOMER S BUYING DECISION THROUGH ONLINE TRAVEL AGENT: A CASE STUDY OF THE PASSENGERS OF SCHEDULED DOMESTIC AIRLINES IN INDONESIA

The consumer acceptance towards electronic payment system

THE EFFECT OF TRUST AND SERVICE QUALITY TOWARD PATIENT SATISFACTION WITH CUSTOMER VALUE AS INTERVENING VARIABLE

The customer satisfaction towards the service quality of Tawang Alun Malang-Banyuwangi Train

THE EFFECT OF PERCEIVED EASE OF USE, PERCEIVE OF USEFULNESS, PERCEIVE RISK AND TRUST TOWARDS BEHAVIOR INTENTION IN TRANSACTION BY INTERNET

Nadya Putri Pradhina, Indrawati (Faculty of Economics and Management Telkom University) Corresponding Author:Nadya Putri Pradhina

Abstract main thing to. study is 50. volume of. packaging with a volume. established IDR 75,000. seen from the. figure below: Figure 1

Erminati Pancaningrum, Wahyu Ari Rahayu. STIE PGRI Dewantara, Jombang, Indonesia

ISSN AnggreinyTatuil, The Impact of Service...

Consumer Perception On Imported Franchise Restaurants In Jember District: Product Quality, Customer Satisfaction, And Brand Loyalty

International Research Journal of Computer Science (IRJCS) ISSN: Issue 07, Volume 5 (July 2018)

Consumer s buying behavior towards online shopping. *Balamurugan K and Munish Kumar M. Abstract

Marketing: An Introduction

IMPROVING QUALITY OF SERVICE GRAHA PARI SRAYA (GRAPARI) PT TELKOMSEL APPROACH TO QUALITY FUNCTION DEPLOYMENT (QFD)

Fintech =Finance + Technology

THE EFFECT OF SERVICE QUALITY AND PRICES ON CONSUMER DECISIONS USING WORKSHOP SERVICES A CASE STUDY IN MERAUKE

Effects of Service Quality, Price and Promotion on Customers Purchase Decision of Traveloka Online Airline Tickets in Jakarta, Indonesia

Correlations Between Perception of Quality Service with Customer Loyalty to Users Lion Air Flight services

SERVICE QUALITY BASED ANALYSIS : CASE OF HOUSEKEEPING ATTENDANT, SEGARA VILLAGE HOTEL

Online shopping key features analysis in Mures county

ANALYSIS EFFECT OF SERVICE QUALITY ON CUSTOMER LOYALTY AND SATISFACTION IN SERVICES TRAINING PT XYZ

THE EFFECT OF SEGMENTING STRATEGY, TARGETING AND POSITIONING PURCHASE OF PRODUCTS MICROSOFT OFFICE 365 (Case Study at PT PASIFIK CIPTA MANDIRI)

COMPLETION OF SERVICE BILL OF LADING ISSUED FOR CUSTOMER SATISFACTION

Sri Harryani. Universitas Gunadarma,

Empirical Analysis of the Factors Affecting Online Buying Behaviour

ANALYSIS SERVICE OF SATISFACTION OF INTERCITY BUS WITH IPA AND CSI METHOD

Knowledge of Security Protocols and Acceptance of E-commerce

Factors Affecting the Intention to Reuse Mobile Banking Service

AN ANALYSIS OF BITCOIN ACCEPTANCE IN INDONESIA

THE COLLEGE STUDENTS BEHAVIOR INTENTION OF USING MOBILE PAYMENTS IN TAIWAN: AN EXPLORATORY RESEARCH

THE CORRELATION ANALYSIS BETWEEN BRAND EQUITY AND THE CUSTOMER DECISION BUYING AN AUTOMOTIVE PRODUCT

The Jayakarta Bandung Boutique Suite Hotel & Spa Brand Perfomance Effect to Guest Stay Decision

PAPER No. 7: MARKETING MANAGEMENT MODULE No.1 : CONCEPTS, NATURE, SCOPE & IMPORTANCE OF MARKETING

IOP Conference Series: Materials Science and Engineering PAPER OPEN ACCESS

Adoption of E-banking Services in South Tangerang Using Technology Acceptance Model (TAM) Approach

CUSTOMER SATISFACTION AND LOYALTY OF PT. BRI, TBK MEDAN BRANCH OFFICE WITH TRUST AS INTERVENING VARIABLE

Konferensi Nasional Komunikasi

SATISFACTION ANALYSIS OF TWO - ACCOUNT HOLDER S CUSTOMER (SAVINGS OF SHARIAH BANKS AND CONVENTIONAL BANKS)

1. Introduction. Conference Paper. Arius Krypton. Abstract. Keywords: consumer behavior, e-marketing, online shop, social media, shopping,

The Gap of Hospital Service Performance By Using Service Quality Analysis

THE EFFECT OF TELEVISION ADVERTISING TOWARDS CUSTOMER PURCHASE DECISION (CASE STUDY OF SARIMI PRODUCT)

ANALYSIS OF FACTORS AFFECTING THE IMPLEMENTATION OF COMPUTER-BASED ACCOUNTING INFORMATION SYSTEM ON SMALL AND MEDIUM ENTERPRISES

Volume-4, Issue-6, November-2017 ISSN No:

The Effect of Service Guarantees on Online Customers Purchase Intention

Global Journal of Business and Social Science Review. Auditor Characteristics, Audit Tenure, Audit Fee and Audit Quality

Consumer Behaviour in Multi-Channel Retail Environments: Consumer movement between online and offline channels.

New trends of online banking in Sri Lanka

The Impact of Hospital Image, Service Quality, and Cost Perception on Satisfaction And Trust

Determinants of Customer Satisfaction In Machinery Industry

The Effect of Service Quality on Satisfaction and Loyalty in Menara Lexus Hotel Medan

Management and Economics Journal E-ISSN: P-ISSN: Journal Home Page:

Analysis on factors affecting consumers decision on purchasing simpletype

Recent Trends in Consumers Online Buying Behavior in Chennai.

International Marketing Master Thesis EFO705. Consumer behavior toward online purchasing behavior

Evolving relationships through the use of self-service technologies: relationship and transaction oriented customers

Published in Slovak Republic European Journal of Economic Studies Has been issued since ISSN: E-ISSN: , 6(1): 66-74

Consumer Perceptions of Internet Retail Service Quality

Inbound Marketing as a Strategy in Digital Advertising

The Effects of Experience, Complexity, and Computer Self Efficacy Factors towards The Use of Human Resources Information System Application

International Journal of Innovative Research in Management Studies (IJIRMS) ISSN (Online): Volume 1 Issue 4 May 2016

International Journal of Education and Research Vol. 5 No. 2 February 2017

The Effects of Product Quality, Service Quality, and Price on User Satisfaction of Honda Motorcycle in Bandung

The Influences of Leadership Style and Job Satisfaction on Employee Performance

The Impact of Atmospheric Stimuli of Stores on Human Behavior

Internet Experience & Trust helps in positive attitude towards Internet Banking

An Empirical Study on the Adoption of Fintech Service: Focused on Mobile Payment Services

The Effect of Service Quality, Product Quality and Customer Satisfaction on Customer Loyalty of Bank Nagari Main Branch Padang

Oriflame Medan Focuses in Brand Image to Sale Its Product

Impact of Customer Value, Brand Image and Product Attributes to Satisfaction and Loyalty Tourism Visitors in Jember Regency

Perceived Risks and Online Purchase Intention of Young Professionals in the Fifth District of Cavite

A Study of Consumer Behavior of Online Shoppers towards e-stores with Especial Reference to Pune. * Dr. S.G. Walke

Green Banking Concept As A Positioning Strategy To Gain Brand Image

To study consumer awareness & perception towards usage of Mobile Banking Prof. Amit P. Wadhe 1 and Prof Shamrao Ghodke 2

Department of Statistics, Faculty of Mathematics and Natural Science, Universitas Islam Indonesia Jl Kaliurang KM 14,5 Sleman, Yogyakarta, Indonesia

ANALYSIS OF LOCAL ELEVATOR COMPANY CORPORATE CULTURE

An overview of marketing - Lecture 1. Marketing

Analysis of Customer Satisfaction during Online Purchase

THE INFLUENCE OF PRICE, PRODUCT ATTRIBUTES, ORIGIN OF PRODUCT, AND PHILOSOPHY TO CUSTOMER LOYALTY AT PASAR BERIMAN TOMOHON

IHMP2-1. Isti Widiharjanti* Dr.Susanto**

PROBLEMS AND PROSPECTUS OF ONLINE SHOPPING

THE EFFECT OF RELATIONSHIP QUALITY ON COSTUMER LOYALTY BY MODERATED PRICE PERCEPTION: A CASE IN PT HENDRIKA WIRA SARANA

MENTAL ACCOUNTING OF MUTUAL FUND INVESTORS AND MARKETING MIX -- A STUDY FROM 4C MARKETING MIX PERSPECTIVE

THE INFLUENCE OF ORGANIZATIONAL CULTURE WITH EMPLOYEE ENGAGEMENT ON PERFORMANCE (A Lesson from PT. Wika Bitumen Jakarta-Buton)

Transcription:

Analysis Factors of Using Internet Banking in Indonesia Esi Oktafian Fatimah 1,* & AMA Suyanto 1 1 School of Economics and Business, Telkom University, Indonesia *Correspondence: School of Economics and Business, Telkom University, Indonesia. E-mail: esioktafian@ymail.com Received: February 11, 2016 Accepted: March 18, 2016 Online Published: April 19, 2016 doi:10.5430/mos.v3n2p10 URL: http://dx.doi.org/10.5430/mos.v3n2p10 Abstract The success of internet banking depends on how the customer understanding the system. It is important for the bank to find out how consumers appreciate internet banking services in order to help find a strategic plan and increase market share. This study aims to determine the factors that influence the use of internet banking services. The research used descriptive method. Data collection is done by distributing questionnaires to users of internet banking in Indonesia with a sample of 385 people with nonprobability sampling purposive. The analysis technique used is Exploratory Factor Analysis. This research analyzes the 5 factors that exist are: Performance Expectancy, Facilitating Conditions, Social Influence, Trust, and Effort Expectancy. The results showed that there are three factors that influence the decision to use internet banking. Factors newly created change indicator with the addition or reduction in the number of indicators derived from different variables. The new three factors are: Performance Expectancy, Trust and Social Influence. Implication of this study will help the bank to improve its service quality so that the customers more comfortable and confident with the Internet banking service in Indonesia. Keywords: internet banking; performance expectancy; social influence; trust 1. Introduction The technology has been advanced so much far until now, 2015. This could be proved by much more Innovations now. The advanced of technology is important for supporting human s life.the using of internet, made a new phenomenon which is online channel. Lot of people use online site for doing something they need. Online channel trusted could be save times, cost, and effort (Warayuanti and Suyanto, 2015). Internet on bank industry is used for developing services to customers. It happened because internet is an innovation that could be given an easy for the users. Internet banking is one of many result from developing services by bank based on internet technology. Internet banking has become one of the self-service that allows the bank to provide information and offer services to customers with more convenience through technology sophistication (Nisa et al., 2013). Internet banking is often also known as electronic banking (e-banking), Cyberbanking, Virtual Banking, Home Banking and Online Banking. Internet banking is the banking activities conducted from home, office, or other places by using the internet. Internet banking is a concern and the main strategic weapon banks, both for services to customers as well as for competition among banks (Nurastuti, 2011: 113). Internet banking services provided by the bank with the main objective to provide convenience to customers. Banking services via the Internet in the form of a certain bank websites that provide direct services without the need to come to the bank concerned. It is easier for customers to do banking activities as they can access the site and use the features in it such as balance checking, transaction history, transfer, bill payments, purchase vouchers to the tickets, and various other features provided, wherever and whenever for internet access. Another convenience is the site is similar with another general site, so that customers can access directly (Hambali et al., 2011). High users and the benefits by using Internet banking is interesting to do a research to analyze the factors that influence the use of internet banking in Indonesia. This is important because the result from this research can provide guidance for the banking industry in order to formulate their strategy, maintain consistency and excellence in the era of Published by Sciedu Press 10 ISSN 2330-5495 E-ISSN 2330-5509

competition today. 2. Literature Review 2.1 Marketing Marketing is a social and managerial process in which individuals and organizations can obtain what they need and want through creating and exchanging value. Whereas in the context of the business, including establishing marketing benefits and value exchange relationship with the consumer. So marketing as the process by which Companies create value for customers and build strong relationships with consumers in return to get value from customers (Kotler and Armstrong, 2014: 27). 2.2 Service According to Kotler and Armstrong (2014: 248), the service is a form of products which consists of activities, benefits or satisfaction offered for sale that are essentially intangible and does not result in any ownership. The examples include banking services, hotels, airlines, retail, communications, and home repair services. There are several characteristics of the service according to Tjiptono and Chandra (2011: 35-41) as follows: 1. Intangibility Services is different from goods. Services can not be seen, felt, smell, heard, or touched before being bought and consumed. 2. Heterogeneity / Variability / Inconsistency Services are highly variable because it is a non-standardized output, it mean that there are many variations of shape, quality, and types, depending on who, when, and where the services are produced. 3. Inseparability Services generally sold first, then produced and consumed within the same time and place. 4. Perishability Services are perishable commodities, can not be saved for reuse in future, resold, or returned. 2.3 Consumer Behavior American Marketing Association defines the behavior of consumers as a dynamic interaction between influence and awareness, behavior, and environment where is humans exchange aspects of life. In other words, consumer behavior involves their thoughts and feelings and what they are doing in the process of consumption (Peter and Olson, 2014: 6). 2.4 Purchase Decision Purchase decision is a decision-making process about purchase that includes determining what to buy or not and the decision was obtained from previous activities (Siburian et al., 2013). While purchasing decisions in the use of the service is called with the use decision. Decision to use the service is part of consumer behavior, the general consumer behavior is the activities of individuals who are directly involved in obtaining and using goods and services, including the decision-making process on the preparation and determination of these activities (Siburian et al., 2013). 2.5 Self-Service Technology (SST) Self-Service Technology (SST) is a technology that allows customers to generate their own services that they need without relying on employees. As an example of SST namely Automated Teller Machines (ATMs), mobile banking, and internet banking. SST changing the way customers interact with the company to create the required services (Meuter et al., 2000). 2.6 Internet Internet is short for Interconnected Network. The Internet is a communication system that is capable of linking computer networks around the world. The Internet is a global network that connects people and information, has opened up enormous possibilities for the advancement of research and expand business opportunities around the world (Sekaran, 2011: 55). Internet provides many advantages and disadvantages for the users. The advantage is the ease of getting information and the latest news, support access to transactions and business operations, purchase online, distance learning system (e-learning), communication, job search, and transfer money (banking). While the disadvantage of Internet is the ease of plagiarism, online crime, piracy, etc. (Nurastuti, 2011: 114). Published by Sciedu Press 11 ISSN 2330-5495 E-ISSN 2330-5509

2.7 Internet Banking According to Bank Indonesia (Nurastuti, 2011: 112), internet banking is one of bank services that enable customers to obtain information, communicate and made banking transactions through the Internet. Internet banking activity can be divided into three types, informational internet banking, communicative internet banking and transactional internet banking. Informational Internet banking is bank services to customers that give an information through the Internet and not to execute the transaction. Communicative Internet banking is the bank services to customers that give customer an ability to communicate or interact with the bank as providers of internet banking service in limited way and does not execute the transaction. Transactional internet banking is bank services to customers to interact with provider s bank service and internet banking, and allowed to execute transaction. 2.8 Framework Performance Expectancy (PE) refers to the degree that people believe using internet banking could help them make a profit or save money while doing online banking tasks (Venkatesh et al., 2003). Facilitating Conditions (FC) refers to the impact of technical and organizational infrastructure to support the use of online banking that contains the user's ability, knowledge, and resources (Venkatesh et al., 2003). Social Influence (SI). Definition of social influence as perceived someone to use new technologies that are influenced by others whom he believed. This factor reflects the influence of variables such as the opinion of family, close friends, and co-users (Venkatesh et al., 2003). Trust. During the last years, the important role of starting, building, and maintaining trust between sellers and buyers online platform is recognized for the success of electronic commerce. One of the most important reasons why trust became the most important variable when conducting online transactions is the level of uncertainty that exists in a virtual environment that is perceived by consumers (Zahir and Gharleghi, 2015). Effort Expectancy (EE) shows the level ease of use for online banking and it is equivalent to the perceived ease of use on some other models using the same construction (Al-Qeisi 2009; Zahir and Gharleghi, 2015). Social Influence (SI) Performance Expectancy (PE) User of Internet Banking Trust (T) Facilitating Condition (FC) Effort Expectancy (EE) Source: Data that have been processed Figure 1. Framework Research 2.9 Methodology The method has been used is descriptive research. Data collection is done by distributing questionnaires to users of internet banking Indonesia with a sample of 385 people by nonprobability purposive sampling method. The analysis technique used exploratory factor analysis. 3. Discussion In this study, using the number of respondents 385 people which is an internet banking users in Indonesia. In Table Published by Sciedu Press 12 ISSN 2330-5495 E-ISSN 2330-5509

1 below are the characteristics of respondents by banks are used, sex, age, job, income and region. Table 1. Characteristics of Respondents Characteristics Respondents Sum Percentage A 108 29% B 70 18% C 65 17% Bank* D 117 31% E 15 4% Others 10 1% Male 18 47 Female 20 53 19 y.o 9 2% 19 25 y.o 16 33 26 32 y.o 14 31 33 39 y.o 51 13 40 y.o 18 5% Student 8 2% Collage 92 24 Employee 12 33 Entrepreneur 11 31 Teacher 33 9% Others 6 1% < Rp. 500.000 28 7% Rp. 500.001 Rp. 2.500.000 18 49 Rp. 2.500.001 Rp. 4.500.000 92 24 Rp. 4.500.001 Rp. 6.500.000 45 12 Rp. 6.500.001 31 8% West of Indonesia 35 93 Center of Indonesia 19 5% East of Indonesia 9 2% Source: Data been processed *) Name of Bank are Hide Based on these data shows that mostly Female 53% are using internet banking on 2 Big Banks (both Public and Private Banking). The interested users are dominated by young people 64% between 19 to 32 years old. In term of job, 33% are Employee and 31% Entrepreneur. The internet Banking user also dominated by people who live at West of Indonesia. Testing of factor analysis in this study using IBM SPSS Statistics 20 software which analyzes five variables: Performance Expectancy, Facilitating Conditions, Social Influence, Trust, and Effort Expectancy by using 18 indicators. After testing is obtained the following results: Table 2. Descriptive Statistics Mean Std. Deviation Analysis N PE1 8,06 2,093 385 PE2 8,10 2,003 385 PE3 6,99 2,296 385 PE4 7,86 2,120 385 FC1 8,19 2,066 385 FC2 8,34 1,982 385 SI1 6,58 2,528 385 Published by Sciedu Press 13 ISSN 2330-5495 E-ISSN 2330-5509

Source: Data been processed SI2 7,38 2,180 385 SI3 5,95 2,527 385 T1 7,14 2,098 385 T2 6,96 2,072 385 T3 6,99 2,084 385 T4 6,88 2,052 385 T5 6,56 2,301 385 EE1 7,45 2,165 385 EE2 7,34 2,060 385 EE3 7,65 2,000 385 EE4 7,50 2,048 385 Descriptive analysis gives an overview of the data held. In describing the data, can use a variety ways. In the factor analysis, descriptive analysis overview is given by the average (mean) and standard deviation of each variable (Simamora, 2005: 122). Based on the results of the factor analysis obtained three new factors that formed the new indicators. Grouping is done based on the value factor loading. Here are three factors are newly formed. Table 3. The New Factor Components Faktor No. Item Factor 1 Item PE1 Internet banking allows metoperform banking transactions to befaster Loading 0,868 PE2 Internet banking allows to use my time more effectively and efficiently 0,881 PE3 Internet banking allows metomanage myfinancesmore effectively 0,511 PE4 Internet banking is so useful for me 0,781 FC1 Advances in internet technology supports meinusinginternetbanking 0,840 FC2 Speed of internet access is very important when using internet banking 0,838 SI2 I prefer to use internet banking instead of doing transact with a bank employee at 0,544 the bank EE3 Easy for me to learn how to do available transaction on my internet banking 0,769 websites EE4 I feel confidence using internet banking for transaction 0,642 2 T1 I trust in using technology of internet banking 0,705 T2 I believe that internet banking will protect my privacy 0,817 T3 I trust internet banking just as I trust bank 0,835 T4 Using internet banking is financially secure 0,824 T5 I am not worry about secure from internet banking that I have used 0,848 EE1 Open the website of internet banking does not need much effort 0,608 EE2 Websites of internet banking has a clear procedure that easy to understand 0,611 3 SI1 I got suggest to use internet banking from others (family,friends,partner) 0,855 SI3 I got suggest from people around me (family, friends,partner) to use internet for doing banking transaction 0,813 Source: Data been processed The next process to be conducted in this study is naming a new factor which is formed by sort factor loading of each variable from the largest number to the smallest in each component. The establishment of name made subjectively by the author using the biggest factor loading in a component that is used as name of the new factor. Here are names of new factors that just formed. Published by Sciedu Press 14 ISSN 2330-5495 E-ISSN 2330-5509

Table 4. New Factor Factor New Factor Contribution 1 Performance Expectancy 65,858% 2 Trust 7,554% 3 Social Influence 6,158% Total 79,570% Source: Data been processed These three new factors that can explain 79.570% of the variability of the five variables studied and can not explain the variability of 20.430% because it does not contribute significantly to the variables studied. 4. Conclusions From the analysis and processing data it can be concluded as follows: 1. Characteristics of respondents include banks are used, sex, age, job, income and domicile, it is known that internet banking users 60% are customers of 2 Big Banks, 53% are female clients, 79% are user s aged 19-32 year, 64% are users who have a job as an employee and self-employed, 73% are users who have an average monthly income of Rp. 500,000 - Rp. 4,500,000 and 93% are users who live in western Indonesia. 2. There are three factors that influence the decision to use internet banking. Factors newly created had change its indicator with the addition or reduction from different variables. The new three factors are: Performance Expectancy, Trust and Social Influence 3. The most dominant variable of each factor is the "Internet banking allows to use my time more effectively and efficiently" factors contained in the Performance Expectancy, "I am not worry about secure from internet banking that I have used" contained in the Trust factor and "I got suggest to use internet banking from others (family, friends, partner)" contained in the Social Influence factor. References Hambali, F., Akhirson, A., dan Wijayanti, R. (2011). Analisis Technology Acceptance Model (TAM) Terhadap Faktor-Faktor yang Mempengaruhi Penerimaan Nasabah Terhadap Layanan Internet Banking (Studi Empiris Terhadap Nasabah Bank di Depok). Proceeding PESAT, 4, 121-127. Kotler, P. dan Armstrong, G. (2014). Principles of Marketing (15 th ed.). England: Pearson. Menggunakan Layanan. (2013). Internet Banking Mandiri. Jurnal Manajemen, 13(1). Meuter, M. L., Ostrom, A. I., Roundtree, R. I., & dan Bitner, M. Jo. (2000). Self-Service Technologies: Understanding Customer Satisfaction with Technology-Based Service Encounters. Journal of Marketing, 64(3), 50-65. Nisa, D. D., Ariyani, T. S., & Oktaviani, K. (2013). Analisis Faktor-Faktor Yang Mempengaruhi Nasabah Nurastuti, Wiji. (2011). Teknologi Perbankan. Yogyakarta: Graha Ilmu. Peter, J. P., & Olson, J. C. (2014). Perilaku Konsumen & Strategi Pemasaran (9 th ed.). Jakarta: Salemba Empat. Sekaran, Uma. (2011). Research Methods For Business. Jakarta: Salemba Empat. Siburian,T.M.P., Lubis, N., & Susanto, H. (2013). Pengaruh Kualitas Pelayanan, Produk dan Harga Terhadap Keputusan Penggunaan Jasa Asuransi AJB Bumiputera 1912 Kantor Cabang Eksekutif Semarang. JIAB. Simamora, Bilson. (2005). Analisis Multivariat Pemasaran. Jakarta: PT. Gramedia Pustaka Utama. Tjiptono, F., & Chandra, G. (2011). Service, Quality & Satisfaction (3 th ed.). Yogyakarta: ANDI. Venkatesh, V., Morris, M. G., Davis, G.B., & Davis, F. D. (2003). User Acceptance of Information Technology: Toward a Unified View. MIS Quarterly, 27(3), 425-478. Warayuanti, Wike & Suyanto, A.M.A. (2015). The Influence of Lifestyles and Consumers Attitudes On Product Purchasing Decision Via Online Shopping In Indonesia. European Journal of Business and Management, 7(8), 74-80. Zahir, M., & dan Gharleghi, B. (2015). Adoption of Internet Banking in Maldives, the Most Important Determinants. Asian Social Science, 11(2), 181-189. Published by Sciedu Press 15 ISSN 2330-5495 E-ISSN 2330-5509