Mobile payment systems are an innovation that allows people to make contactless payments with a mobile device (such as a smartphone) at the cash register in brick-and-mortar retail outlets without carrying a wallet with credit and debit cards. While other countries have almost entirely adopted and integrated this innovation into their daily lives, adoption rates in Germany remain significantly low. Hence, the objective of this work is to analyze the future of mobile payment systems in Germany with respect to the reasons for adoption or refusal. In particular, the following research question was addressed: Will mobile payment methods replace physical cards in Germany, or will certain factors prevent full adoption?
Table of contents
1 Introduction
1.1 Problem definition and research question
1.2 Terminology: mobile payment systems
1.3 Approach and limitations
2 Theoretical framework payment systems
2.1 Historical perspective on the payment industry
2.2 Technologies enabling mobile payment
2.3 Mobile payment system processes
2.4 Global adoption of mobile payment
2.4.1 Germany
2.4.2 China
2.4.3 India
2.4.4 United States
2.5 Security and safety aspects of mobile payments
3 Influential factors for the successful implementation of mobile payment innovations
3.1 Product analysis
3.2 Market analysis
3.2.1 PESTEL analysis
3.2.2 Competitor analysis
3.3 Customer analysis
4 Scientific approaches to the adoption of innovations
4.1 Adoption depending on the type of innovation
4.1.1 Disruptive innovation
4.1.2 Sustaining innovations
4.2 Diffusion of innovation theory
4.3 Unified theory of acceptance and use of technology
4.4 Pace of substitution model
5 Empirical investigation
5.1 Research methodology
5.2 Conceptualization of the questionnaire
5.3 Data protection measures
5.4 Statistical evaluation of the survey results
5.5 Hypotheses testing
5.6 Discussion
6 Conclusion
7 Appendix
7.1 Basic Information
7.2 Mobile payment innovation analysis
7.3 Mobile payment adoption analysis in Germany
7.4 Analysis empirical investigation
7.4.1 Basis of the empirical investigation
7.4.2 Basis analysis of all participants
7.4.3 Demographic analysis of the research group
7.4.4 Separation question for the research group
7.4.5 Analysis of the non-users of mobile payment systems
7.4.6 Analysis of the users of mobile payment systems
7.4.7 Analysis of the general questions for both parties
7.4.8 Further interconnecting analysis of the research group
7.4.9 Single questionnaire analysis
7.4.10 Hypotheses testing
7.4.11 Validity of the empirical investigation
Bibliography
List of abbreviations
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List of illustrations
Fig. 1: Equation of the Bass model
Fig. 2: Hypothesis test formula
Fig. 3: Classification of different mobile payment types
Fig. 4: Diners' Club card
Fig. 5: Contactless logo
Fig. 6: Underlying technology of mobile payments and contactless cards
Fig. 7: Classification micro- and macro-payments
Fig. 8: Cardholder payment process
Fig. 9: Mobile payment process
Fig. 10: Financial inclusion rate worldwide
Fig. 11: Disruptive business model map
Fig. 12: Diffusion innovation model with the chasm
Fig. 13: People under 18 in Germany
Fig. 14: Smartphone usage in Germany over 18
Fig. 15: Calculation of the market potential
Fig. 16: Calculated equation for mobile payment in Germany in 2021
Fig. 17: Adoption rate of mobile payment in Germany
Fig. 18: UTAUT model
Fig. 19: Pace of substitution model
Fig. 20: Pace of substitution model applied to the German mobile payment market
Fig. 21: Introduction page of the survey
Fig. 22: Distribution of all participants by age and gender
Fig. 23: Country of origin of all participants
Fig. 24: Average processing time of all participants
Fig. 25: Gender distribution of the research group
Fig. 26: Age distribution of the research group
Fig. 27: Distribution of the research group by age and gender
Fig. 28: Separation question for the research group
Fig. 29: Main reason for non-use of mobile payments
Fig. 30: Reasons for the non-use of mobile payments
Fig. 31: Security concerns with mobile payments
Fig. 32: Probability of using mobile payments in the future
Fig. 33: Usage of contactless bank- or credit cards
Fig. 34: Main advantages of using mobile payments
Fig. 35: Most used mobile payment providers
Fig. 36: Deposited means of payments
Fig. 37: Ranking of the most used payment methods
Fig. 38: Carrying a wallet in case of mobile payment
Fig. 39: Replacement of physical cards through mobile payments
Fig. 40: Most secure mobile payment provider
Fig. 41: Importance of certain security measures for mobile payments
Fig. 42: Amount voluntary question participants
Fig. 43: Not usage due to social influence regarding age and gender
Fig. 44: Security concerns regarding age
Fig. 45: Contactless card usage regarding age and gender
Fig. 46: Bank’s own payment app user regarding gender
Fig. 47: Further mentioned mobile payment providers
Fig. 48: Volksbank debit card and Apple Pay user
Fig. 49: Alipay and WeChatPay user
Fig. 50: Klarna and additional provider user 1
Fig. 51: Klarna and additional provider user 2
Fig. 52: Klarna and additional provider user 3
Fig. 53: One-tailed-right-test areas
Fig. 54: Hypothesis testing 1
Fig. 55: Graphical visualization of the hypothesis test 1
Fig. 56: Hypothesis testing 2
Fig. 57: Graphical visualization of the hypothesis test 2
Fig. 58: Determining sample size
List of tables
Tab. 1: Glossary
Tab. 2: SWOT analysis of mobile payment in Germany
Tab. 3: PESTEL analysis of the German mobile payment market
Tab. 4: Competitor analysis of mobile payment on the German market
Tab. 5: Six dimensions of Hofstede applied to Germany
Tab. 6: Customer hard facts
Tab. 7: Basis of the UTAUT model
Tab. 8: Conceptualization of the questionnaire
Tab. 9: Suggestions for improvement of mobile payment systems
Executive summary
Mobile payment systems: An innovation that allows people to make contactless payments with a mobile device (i.e., smartphone) at the cash register in bricks-and- mortar retail outlets without carrying a wallet with credit and debit cards. While other countries have almost entirely adopted and integrated this innovation into their daily lives, adoption rates in Germany remain significantly low. Hence, the objective of this work is to analyze the future of mobile payment systems in Germany with respect to the reasons for adoption or refusal. In particular, the following research question was addressed: Will mobile payment methods replace physical cards in Germany or will certain factors prevent full adoption?
To answer this question, a theoretical foundation is established. This chapter illustrates the historical development of the payment industry, which shows a slow development of the means of payment and how adoption of a new form took place if an advantage was seen. Subsequently, the underlying technologies and processes of mobile payment systems are elaborated as well as the current state of different countries. The country comparison shows that countries such as China or India have a high adoption rate, as those countries were rather cash-based before. However, America has a distinct card culture and is still located in the middle field with its adoption rate. Afterward, the security and safety aspects are evaluated. Generally, mobile payment systems need more security measures, as mobile phones are more likely to have issues with malware. Nevertheless, a high amount of various measures exist.
The third chapter focuses on analyzing the factors influencing the successful implementation of mobile payment systems in Germany. The SWOT analysis shows that this innovation has slightly more strengths than weaknesses and that the opportunities exceed the threats. The most prominent strengths are speed, hygiene, convenience and usability, while the most noticeable weaknesses are security, image and complexity. Furthermore, the market analysis indicates that mobile payment systems are not subsidized by politics or legislation. Moreover, the market is opaque and complex regarding service choice and compatibility with devices, banks and credit institutions. After that, a customer analysis is presented, which shows that Germany has a long-term oriented, restrained and individualistic culture, with a tendency to masculinity and uncertainty avoidance as well as a moderately pronounced power distance.
The following chapter deals with scientific approaches to analyze the adoption of mobile payment in Germany. First, the type of innovation is analyzed to understand the characteristics of this innovation. This subchapter shows that mobile payment systems are a form of sustaining innovations. Notably, the calculated diffusion of innovation shows that Germany is allocated at the early majority with an adoption rate of 26.24 % in 2021. Another analysis, the UTAUT model, illustrates the behavioral intention of mobile payment systems’ usage or non-usage, such as pronounced effort expectancy. The last analysis of this chapter deals with the broader ecosystem and the possible transition time from physical payment cards to mobile payment systems. It demonstrates the high challenges of the implementation of mobile payment systems, such as infrastructure, which is not fully installed, and the compatibility of market participants. However, the significant amount of opportunities for physical card payments are visualized; for instance, a comprehensive rollout of contactless payment cards has not yet occured. Therefore, the current state is robust resilience where a low substitution of the innovation happens.
The fifth chapter deals with an empirical investigation where primary material was generated in order to further deepen and validate the research mentioned above. The investigation was conducted via an online survey in the German language and based mostly on closed questions. The questionnaire contains 18 questions, whereby eight are the same for both groups (user and non-user). The collected sample size of the focus group amounts to 490 participants. This chapter tests two hypotheses with an upper-tail test, where both null hypotheses were rejected. This means that more than 26 % are using mobile payment systems in Germany, and a large part (more than 35 %) are not using them due to the perceived lack of advantage.
Lastly, the results are critically discussed and concluded, showing that the low adoption of mobile payment systems in Germany is based on multiple factors. However, above all, the interplay of a perceived low advantage of mobile payment systems and the characteristics of German culture is decisive. Other factors are the socio- structural circumstances, the infrastructural conditions, the high complexity of the product itself and the security concerns. To answer the research question, a replacement of physical payment cards is not assumed. Rather, the coexistence of physical cards and mobile payments systems will remain.
1 Introduction
1.1 Problem definition and research question
It has become an everyday companion to almost all people, it fulfills multifunctional tasks,1 it is the first thing seen in the morning and the last thing at night,2 and there are more of them in the world than toothbrushes - mobile phones.3 In 2007, Apple Inc. revolutionized the world with its product4 and established a cornerstone for today’s smartphone success.5 The company forced other players to leave the market,6 rearranged whole industries and replaced many other devices with its functions, such as alarm clocks, GPS devices and cameras.
Nevertheless, this revolutionary product has not only destroyed existing industries, it has created new ones,7 along with other technological developments that have established tremendous opportunities.8 The focus is increasingly on digital technological innovations9 or online intermediaries instead of “bricks-and-mortar” options, including in the consumer finance market.10 A current example with increasingly widespread use is mobile payment. Hence, the smartphone should not only simultaneously be a camera, navigation system and music player, but also a wallet.11 In January 2020, a Deutsche Bank research group highlighted that physical payment cards will become obsolete, primarily driven by the generation of millenials, even if cash in the form of coins and banknotes will stay on the market.12 In 2021, the transaction volume in the mobile payment segment amounts to approximately (ap prox.) EUR 2,202,018 million and will increase worldwide to EUR 4,116,126 million by 2025, which shows a yearly increase of 16.9 % (CAGR 2021 - 2025).13
However, the adoption of mobile payment systems is highly uneven from a global perspective.14 In an international comparison, Germany is not nearly as reliant on mobile payment systems as other countries such as Asia or some emerging markets. There, a far-reaching transition from physical cards to digital wallets has already taken place.15 In 2021, China has positioned itself as the global leader16 and has the worldwide highest amount with EUR 1,167,965 million in transactions,17 while Germany has only EUR 16.709 million.18 What is more, in comparison to other European countries, Germany is at the very last place.19 Regarding a Statista survey, the main reasons for this low adoption rate in Germany are security concerns such as data theft20 or the theft of the mobile device itself.21
Nevertheless, different scenarios could happen: On one hand, coexistence could emerge, where mobile payment systems will be used as a supplement to credit and debit cards in the bricks-and-mortar trade,22 which means that mobile payment systems will be another way to access physical payment cards23. On the other hand, it is also possible that mobile payment systems will completely substitute credit and debit cards.24 Therefore, this thesis analyses the driver of mobile payment adoption and clarifies the following research question: Will mobile payment methods replace physical payment cards in Germany, or will certain factors prevent full adoption?
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1.2 Terminology: mobile payment systems
Various terminologies are used for the same meaning in this segment but certain concepts also indicate some differences. Hence, all relevant terms are defined and, if needed, differentiated from each other.
First of all, there is no universal definition of mobile payment or abbreviated m- payment.25 According to PricewaterhouseCoopers, mobile payments are all executed via the mobile phone, where neither cash nor physical payment cards are used at the point of sales (PoS).26 Other research papers emphasize that mobile payment systems do not only refer to mobile phones; they refer to all devices that have mobile phone capabilities, such as a tablet,27 a smartwatch,28 or other portable devices that have a screen.29 Further definitions make a clear differentiation between the person-to-person systems and the person-to-business systems30 and between remote and proximity payments.31 Other focus on the description of the process procedure, where the smartphone acts as an initiator linked to a specific bank. Nevertheless, mobile payment systems on the market, like M-Pesa, are not connected to the customer’s bank account.32 Some even defined it as the replacement of physical cards, ATMs, and banks, if the consumer executes the transaction with mobile money.33 However, most mobile payment definitions agree that those systems are an alternative payment to cash and physical cards.34
Additionally, an oft-used word in this context is the term “mobile wallet”,35 which is defined as a wallet that executes transactions via a mobile device.36 Additionally, the functions often combine credit and debit cards, membership cards, vouchers, coupons, transit tickets,37 digital receipts,38 and keys within the system.39 Therefore, mobile wallets can replace the complete contents of a traditional wallet and also contain the mobile payment function at the point of sale (PoS). Typically, companies like Apple Pay are mobile wallet providers;40 these might also be called mobile payment services41 or mobile payment platforms.42 Generally speaking, mobile wallets are a part of mobile commerce.43 Mobile commerce (abbreviated to m-commerce) emerged through the combination of e-commerce and the high adoption rate of smartphones.44 It includes all mobile devices, such as smartphones, but excludes notebooks, as their characteristics are too similar to personal computers (PCs). The concept focuses on the exchange of goods and services, communication and information processes via the above-mentioned devices,45 whereas proximity payment is limited to the payment function at bricks-and-mortar trade. Therefore, mobile proximity payments (MPP) describes the payment of services and goods via smartphone in physical retail outlets, or rather PoS. MPP technologies can be executed, for instance, via near field communication (NFC) or quick response (QR) code solutions.46 These concrete functions and procedures will be further explained in chapter 2.2. Another synonym for mobile wallet is “digital wallet”.47
The last term that needs to be defined is “e-wallet”. Some sources equate e-wallets with mobile wallets, with the ability to replace the traditional physical wallet as diverse cards and coupons can be stored.48 Hence, the e-wallet account is also linked to the users’ banking information, such as debit or credit cards used through a smartphone or a computer.49
In the course of this work, it is essential to focus on one precise definition to not further complicate the research procedure. Regarding the term “mobile payment”, the author considers this to relate to all different payment methods, whether the systems are connected to a traditional bank account, credit card company or similar. Additionally, the author focuses on mobile devices (e.g., smartphone, smartwatch). The clear focus is on systems that can be used in stores respectively at the PoS. This approach includes all MPP and all mobile wallets/digital wallets/e-wallets used at the PoS as well as so-called omni-channel payments, where remote as well as proximity payments are possible. A visualized focus area can be found in the appendix.50 Hence, if the author talks about mobile payment during the analysis parts or empirical investigation, the focus area is meant.
1.3 Approach and limitations
The objective of this work is to answer the above-stated research question. Therefore, the thesis focuses on mobile payment systems in bricks-and-mortar retail. At the center of the research is the adoption of mobile payment systems in Germany relating to usage or non-usage. Thus, the focal point is cultural acceptance in the context of the product’s performance. Regulatory and political conditions are, to a large extent, neglected. Moreover, the comparison from a product or innovation perspective focuses on comparing physical payment cards (e.g., debit cards, credit cards) to mobile payment systems. The research area will not focus on cash, as cash is unlikely to disappear, even if the momentum of cash is decreasing.51 Furthermore, the abolition of cash would be a significant political decision,52 which is not at the center of this work. For further clarity, a Glossary was included at the beginning of the appendix to explain possible technical terms that could occur in the course of this work.53
The next chapter starts with a theoretical foundation in order to form the knowledge base for the course of investigation. The first subchapter deals with the historical perspective on the payment industry to understand the historical replacement and temporal development of the different means of payment. Afterward, the underlying technologies and processes (e.g., payment flows) will be elaborated to deepen the understanding of the functionality of this innovation. Subsequently, the theoretical foundation explores different countries to find the similarities and differences that have led to different adoption behavior and rates. The markets will be broken down to Germany (Europe), China (Asia), India (emerging market), and the United States (America) to cover a wide range of the world. The current situations in those countries could give indications about how the future of Germany could look like.54 Lastly, the security and safety aspects of mobile payment systems will be discussed; as mentioned in chapter 1.2, security is one of the key arguments for the low adoption rate in Germany.
The third chapter focuses on analyzing the factors influencing the successful implementation of mobile payment systems in Germany. Hence, this chapter analyzes the product itself via a SWOT analysis, the market in Germany via PESTEL and competitor analysis, as well as the customer in Germany via the six dimensions of culture model from Hofstede.
Different authors have tried to explain the behavior of nations regarding technological innovations through various models.55 Some of them are used in chapter four to understand the current adoption rate in Germany. First, the type of adoption of mobile payment systems will be analyzed with the help of classifying sustaining and disruptive innovations. Subsequently, the diffusion of innovation theory is used in order to determine the adoption rate in Germany in 2021. Afterward, the “unified theory of acceptance use of technology” (UTAUT) model elaborates the intensions to start the usage of mobile payment systems. The next innovation model, called the “pace of substitution” illustrates the current situation regarding the ecosystem compared to traditional physical payment cards (e.g., debit cards, credit cards).
All of the content mentioned above and the analytical results are the basis for chapter five, the empirical investigation. In this chapter, the author conducts an online survey to validate the results of the theoretical foundation and analyses, as well as to generate additional primary material. Accordingly, all relevant topics such as the research methodology, the conceptualization of the questionnaire, the data protection measures and the statistical evaluation of the results are covered. Additionally, the author performs two hypothesis tests to validate the assumptions made in the previous chapters and discusses the validity and findings of the investigation. Lastly, a conclusion is drawn.
2 Theoretical framework payment systems
2.1 Historical perspective on the payment industry
“Money is a central part of everybody’s life and every society and has been more important for humanity than the wheel, the printing press, the steam engine, and the Internet.”56 Nonetheless, money has developed in different forms over the centuries and has changed through various innovations.57
Before money was introduced, people traded goods and services with other goods and services, known as bartering.58 Those transactions were highly time-consuming, as trading partners needed to find a common acceptance.59 If, for instance, a herder wanted to exchange a sheep with a tailor for some clothes, both parties needed to agree.60 To avoid this inconvenience, particular divisible and portable goods were determined.61 Those goods were mainly cattle or grain,62 but shells, tea, tulips,63 stone disks, or whale teeth also won recognition.64
For the sake of social functionality, money was introduced.65 The first metal objects as a means of payment were used 5.000 before Christ (BC)66 and were made in Lydia, in the territory of Turkey.67 Since then, the means of payments have continuously developed.68 After the Roman Empire broke apart, several different coins emerged in Europe in the early Middle Ages, such as “Heller”, “Gulden”, “Groschen”, “Schilling”, “Taler” and “Kreuzer”.69 Around 2.000 BC, Asia started the use of metal money. Here, gold and silver were highly used.70 In spite of that, other materials were also used across the globe such as copper and brass, along with substitute alloys like aluminium and nickel. The selection of the material depended on the economy and metallurgical factors.71 Italy thereby developed into a hub between Northern Europe and the Middle East. Nevertheless, it was precarious to transport large amounts of coins over those considerable distances. Thus, in the course of the commercial revolution, the need arose for a form of credit to make coin transport unnecessary. Additionally, the different types of materials, which made up the coins also made it difficult to determine the value,72 and the manufacturing costs were significantly high.73
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After a long development process, paper money came into play. Unlike coins, paper money could be produced in any quantity without great expense and difficulty.74 Basically, paper money evolved through receipts and promissory bills. The receipt was issued for deposited metal money and developed in the course of time into the banknote. The promissory bill gave rise to government paper money, which was based on a state’s credit.75 China was the first country to use paper money;76 Spain introduced paper money in 1500 and Germany in 1876.77 For instance, the paper money issued in Spain was introduced due to the scarcity of coins.78 After the introduction of paper money in Spain and China, cheques were introduced in England79 as a development of modern banking.80 The paper money evolved to become the main currency used,81 as trading cheques for currencies was highly timeconsuming82 83. However, the careless use of the printing press led to extreme inflation in some parts of the world. For instance, during the Weimar Republic in Germany in 1923, cash became almost worthless, as it rose by a factor of trillions. Past the Second World War (1945), the currency of the time (Reichsmark) became almost worthless again, as Hitler had printed endless amounts of money to finance the war. This resulted in hyperinflation.84
Almost simultaneously to paper money, book money, or “giro money” was formed in major trading cities such as Italy or Amsterdam. Merchants could open accounts at "giro banks" and then transfer funds from one account to another. At the same time, banks began to provide their customers with additional book money via loans.85 Nevertheless, the assumption that banks are as old as money is not entirely correct. In approximately the 13th century, modern banks were formed by our economic system86 and were a family matter. Here, the beginning took place in Italy, more specifically in Florence.87 The first business was the cash exchange, as every state had other currencies.88
In modern times, besides physical money also high-tech money like credit cards came into play.89 This innovation additionally took away the remaining check payments.90 This shift took place around 1950.91 Some sources claim that the American Frank McNamara introduced the first credit card in 1950.92 Other sources title this card as a charge card93 and name the American Express credit card from 1958 as the first.94 Nonetheless, the Diners’ Club card and the American Express credit cards had different pricing policies95 and different processes. For instance, the Diners’ Club card did not charge interest, instead, the company charged yearly fees. Furthermore, Diners’ Club members could not postpone their payments, which was possible with the American Express version.96 During this time, “shopper cards” were introduced that were typically held by housewives to pay at a partner retail store.97 In 2007, Germany renamed debit cards to “girocards”.98
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Some years earlier, around 1977, the first contactless payment method came to the market in the form of a speed pass for gas stations.99 The user could swipe a key fob over a sensor placed close by to pay for the fuel.100 After some time, this technology was used by the Americans to replace the magnetic-stripe cards with contactless versions.101 For a long time, only contactless credit cards existed in Germany102 as cards, mobile phones or smartwatches needed to be enabled through a microchip to execute transactions via radio frequency identification (RFID) or NFC.103 It was not until sometime later that banks followed and established contactless girocards. If the card and the specific merchant are enabled for contactless use, this can be seen on a small WLAN icon.104
In the same year, in 1997, the first mobile payment system came to the market in the form of an SMS-based service. Coca-Cola provided this opportunity to their customers in order to buy beverages from a vending machine. After that, in 1999, movie tickets could also be bought over a mobile phone.105 Although the first mobile payment system was introduced at this early stage, its use was highly limited.106 The first mobile phones were introduced in the 1970s, even if the current devices no longer have much to do with the former ones, as earlier models of mobile phones could not fulfill various tasks such as installing additional programs.107 Since the arrival of smartphones, mobile payment systems have become more accessible and easier.108 Moreover, in 2014, the average penetration rate of mobile phones worldwide was 70 % and has triggered a profound digital transformation in that field.109 That same year, Apple Pay was launched in Europe and other parts of the world,110 and was followed by Samsung Pay in 2015.111 However, Apple Pay was not launched in Germany until 2018.112
Around the 1990s, traditional institutions started to offer internet banking services, modernized the platforms and created apps.113 However, innovative financial companies have also presented ideas and opportunities to the banking world,114 and since the financial crisis, the way for digital methods have been rooted.115 As a result, a lot of “fintech companies” have emerged.116 Mainly since 2010, many fintechs have been built that try to cover specific customer needs through various innovations.117 Hence, the banking landscape started a drastic change. For instance, a newspaper has reported the widespread closure of bank branches.118
Around the same time, in 2008, an unknown person released a publication about a new peer-to-peer (P2P) cash system, which works electronically through a decentralized network. The first bitcoin, also known as cryptocurrency, was created in 2009.119 In 2010, a Canadian company named “Coinkite” established one of the first bitcoin wallets, called “coldcard”, that had the function to store the owner’s bitcoins.120 Nevertheless, the bitcoin system has many unanswered questions.121 The processing latency and the storage cost make it difficult for cryptocurrencies such as bitcoin to be used for payment.122 In short, innovations and the advent of the internet have changed the way of payments and this will continue to change.123
2.2 Technologies enabling mobile payment
As already mentioned in chapter 1.3, various different classifications of mobile payment systems exist. Typically, mobile payments are classified through:
- Location
- Technology
- Transaction size
- Funding mechanism
In terms of location, the systems are distinguished between proximity payments and remote systems.124 Remote systems are the version where customers can conduct a transaction by accessing the back-end of the payment through mobile communication networks. Compared to MPP, the customer also uses a mobile device but conducts the transaction through short-range communication technology.125 This means remote transactions can be conducted regardless of distance, while in proximity payments the transaction needs to be performed close-up, as the underlying technologies are contactless methods like RFID.126 However, some technologies, such as the person-to-person or the QR code variant, are often both: remote as well as proximity systems.127 Generally, for QR code payments, an internet connection is needed.128 Companies like Apple Pay or Android Pay offer remote as well as proximity payment options in their service.129 A classic remote technology is the short message service (SMS).130 In the field of proximity payments, NFC is the predominant technology,131 which brings it to the subdivision into technologies.
Regarding certain technological distinction: NFC systems and SMS applications are to be distinguished.132 As mentioned above, NFC is a classic proximity payment and is the most popular one.133 The technology was created by a partnership project between Sony and Phillips and with additional support from Nokia. It emerged through RFID,134 which is a superior basic process in contrast to other supporting technologies.135 NFC enables bi-directional communication and a wireless functionality that can be seen as a combination of interconnecting technologies and contactless identification.136 Still, the system works through a mobile device that is chip- equipped or, rather, NFC-enabled, and is then used near an NFC reader module to execute a payment transaction.137 As a rule, the NFC technology does not require an internet connection.138 The suggestion is to use it at close range, approximately less than four centimeters,138 for a faultless function and a secure data transmission.139 The data transmission works through radiofrequency waves of 13.56 MHz,140 and up to 424 Kbits per second.141 Therefore, the basis for this procedure is not only the functionality of smartphones - it is a well established PoS infrastructure. In terms of smartphones, they have already had several communication options, of which the NFC technology has made good use.142 However, the NFC infrastructure underlies the same basis for contactless credit or debit cards143 and is much faster than a traditional PIN code transaction.144
Secondly, SMS technology is the classic remote payment version145 and the oldest form of the mobile payment system.146 The SMS-based payment works in the following way: The user requests payment through a short message service. The outstanding invoice is added to the telephone bill,147 or the amount is debited from a connected account such as a debit or credit card.148 Furthermore, the system does not include proximity features and makes use of the mobile subscription for identification. Hence, the SIM card of the respective smartphone is used as the trusted element.149 This technology is often used for the purchase of ringtones or music.150 Another typical use-case example is the purchase of parking tickets.151 An advantage of this technology is that it is highly accessible, as only the widespread use of smartphones is needed. Furthermore, this invention is fast, easy, cheap, secure and no connection to the internet is needed.152 As a matter of fact, this is often used in unbanked countries and is often the only method used.153 The most successful system in this area, with the largest scale, is the company M-Pesa, established by Vodafone and Safaricom.154 155
However, P2P and QR code technologies exist which can make remote as well as proximity payments. In the event of P2P payments, a third-party vendor is implemented which can be used to send money to other accounts.156 The respective app is connected to the bank account, credit account or prepaid account of the users, and by entering an email address or phone number, money can be sent out.157 Examples of highly popular P2P accounts are PayPal158 or M-Pesa.159 In the case of the QR code, a visualization of data components is created. Afterward, this can be scanned via a smartphone’s camera.160 Here, data encryption and decryption technology are used161 that enables a transfer of money via the generated code.162 Generally, two different procedures exist. On the one hand, the QR code can be displayed at the checkout terminal of the merchant, and the customer has to scan the code to execute the payment with the bank account information stored on the phone.163 Thereby, the merchant is identified, and the customer can add the respective amount and execute the transaction.164 On the other hand, the code can be generated by the customer and scanned at the terminal for the transaction.165 Then the amount can be deducted from the respective wallet.166 A significant advantage is the flexibility. QR codes can be used in various forms, whether on paper, screen or at the PoS. Furthermore, processing a QR code is possible on more mobile phones than the NFC technology. However, it is still only usable with higher-quality devices such as an iPhone or Android.167
The third variant of distinction is the transaction size. In this term, micro- and macropayments can be distinguished.168 Micro-payments are generally below USD one,169 and define transactions that are made quickly, such as buying a ringtone.170 In contrast, macro-payments are payments that are above USD ten.171 Moreover, regarding NFC payments, macro-payments are retail purchases, while micro-payments include parking or vending payments. In the case of SMS technology, P2P remittance could be both, depending on the amount of money,172 173 while songs and ringtones are mostly micro-remote-payments and online shopping is made up of macroremote-payments.
The last variant is the funding mechanism. Within this classification, various different types exist; for instance, the distinction between pre-paid, real-time or post-paid.174 In the event of a pre-paid transaction, the account is linked to the user’s savings account, which needs to have a positive balance in advance. This makes sure that the party is able to pay. Nevertheless, in real-time transactions, the user pays directly during the purchase via a bank-account-based system. In terms of the post-paid transaction, the referring party will receive an invoice at a later date, for instance, through a phone bill.175
2.3 Mobile payment system processes
In order to create a basis of understanding, the traditional cardholder process is here first explained first. The traditional process at the PoS of a merchant looks as follows: Five players are involved, such as the card company (e.g., Mastercard), the cardholder, the issuing bank, the merchant, and the merchant bank. The user of the card makes a payment at a retailer.176 The retailer has an account at the acquirer,177 where the transaction data is sent. Afterward, the acquiring bank sends the information further through the card company to the issuing bank of the user,178 as the issuer is responsible for the payment made by customers to the retailer.179
However, in the case of mobile payment systems, the process is more complex,180 also due to the various billing processes that are possible. On the one side, there is the possibility of linking the mobile payment system with the bank account and the credit card. On the other side, there is also the option of using mobile operatorbased systems. With bank-account-based mobile payment systems, the user must have a traditional bank account.181 These are primarily used to pay higher amounts (macro payments), similar to credit-card-based systems.182 In mobile payment systems based on mobile network operator, the mobile user’s network operator account is debited. The transactions are settled with the monthly telephone bill or via prepaid. 183 accounts.183
Generally, two new parties are added to the mobile payment system process: the mobile payments service itself and the associated mobile network operator.184 First, the mobile phone user needs to register for a certain mobile payment system. Subsequently, the person is able to initiate a payment transaction.185 Then, the mobile payment system is used as an intermediary between the cardholder and the merchant, as the system is used for the payment process at the PoS. Now the service provider does the handling of the procedure, and the mobile network operator does the direct billing.186 This means that the mobile network operator offers the technical infrastructure and can also be responsible for the billing.187 Such cases are the charges on a monthly telephone bill188 or a prepaid account.189 However, the mobile payment system provider must authorize the payment and initiate the billing with the billing system, such as a bank account. Finally, the money transfer is confirmed by the mobile payment systems to the retailer, and the customer receives the goods.190
2.4 Global adoption of mobile payment
2.4.1 Germany
As a part of Europe, Germany is generally surrounded by a comparatively low adoption of contactless payment methods191 and mobile payment systems due to structural circumstances.192 Nonetheless, some countries within Europe exist that have presentable use. A study conducted by PricewaterhouseCoopers compared six European countries (Germany, Austria, Belgium, Turkey, Switzerland, the Netherlands). The result was that contactless payment methods and mobile payment systems are the highest in Turkey and the Netherlands. In comparison, Germany has the lowest usage rates.193 According to a Statista survey from 2019, Denmark and Sweden have the highest penetration of proximity mobile payment with approximately 40 % in Europe. Once again, Germany is last place with 12.5 %.194
In spite of that, the ownership of an EC-card in Germany is almost wholly cov- ered,195 while credit cards are only slightly represented in Germany.196 Furthermore, a comprehensive rollout of contactless cards has not taken place, as not even half have cards with that function.197
In a worldwide reference, Germany has a high smartphone penetration rate of approximately 78 %,198 resulting in over 60 million users.199 Due to the covid-19 crisis, the equipment of cards with the contactless payment function, as well as terminals, has accelerated. Also, the contactless payment providers have decided to raise the purchase limit from EUR 25 to EUR 50 per transaction.200 From a future perspective, over 25 % of the Germans are thinking about using mobile payment systems due to the pandemic.201 Those systems help reduce contact,202 and retailers have proactively requested the usage.203 Germany’s most used system providers are PayPal, Google Pay and Apple Pay,204 even if Germans prefer a payment method from their own traditional bank,205 as where their trust is the highest.206 Mobile payment users in Germany are mostly male, between 25 - 34 or 35 - 44 years old, and have a high income.207
2.4.2 China
Homeless people in China beg for money with printed-out QR codes instead of cash containers.208 This is mainly the case due to the historical payment development of China,209 but also due to innovative companies, consumer acceptance and outstanding technology infrastructure.210 As far as payment methods are concerned, Asia has searched for technical innovations and applications in the payment sec- tor.211 In 1977, the first contactless card was introduced in Hong Kong. The basis for this innovation was the FeliCa technology of Sony that was established in several Asian markets.212 More specifically, FeliCa is a contactless proximity smart card system213 that can also be used for mobile payment applications. The technology has quickly gained acceptance through large companies, on the demand as well as the supply side.214 Hence, China has been highly active in digital payments and has developed the world-leading infrastructures for that field.215 Nonetheless, the Chinese have used cash or checks for a long time, as credit cards were not introduced until the ‘90s.216 China was rather cash-based before mobile payments, as credit and debit cards were not so ubiquitous as they were in the United States, for instance.217 As a result, China directly jumped from a cash-based economy to a digital payment economy. In spite of that, another important factor is that the Chinese government actively supports the digital banking infrastructure and facilitates the establishment of companies.218
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Moreover, Asians are often attributed with a certain degree of technical affinity and as having a technological culture, which subsequently has a positive impact on the adoption of new technologies.219 ”In 2021, China had more smartphone users than any country in the world at almost 912 million”220 and the adoption rate of MPP is over 80 %.221 Approximately 50 % of in-store purchases are executed through digital wallets.222 Over half of these adopters are male and between 25 - 34 years old, with a medium-high income.223 Approximately 55 % of the Chinese population uses Alipay, although Tenpay has a great market share as well (approx. 40 %).224
2.4.3 India
India, as a part of Asia, is considered a developing economy225 and is a role model for digital services in those economies, as well as in the payment sector.226 However, access to traditional banking services is hardly limited. Despite that, India comes second place after China in mobile payment system usage.227 Generally, the acceptance of mobile payment services is higher in developing markets than in devel- oped,228 as the only requirement for access is a phone with internet.229 Hence, the adoption of mobile wallets had a huge impact on financial inclusion within India,230 as bank branches or ATMs are often not in the vicinity.231 The transition to mobile payment systems took place very quickly because many of the inhabitants in emerging markets do not even have payment cards.232 In addition, the mobile phone penetration in India is around 90 %.233 Moreover, the internet infrastructure is moderate, as mobile data is extremely cheap and the readiness to use is decent, while the speed and availability are worthy of concealment.234 In 2017, 52.9 million people already used mobile payment proximity methods, with a rising tendency.235 In 2020, mobile payments had significantly more transactions than card payments. Since 2018, the increase of mobile payment systems is significantly higher than for card payments.236
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Despite the demand-pull factor, the regulatory regime and government additionally drive the adoption.237 For instance, the Prime Minister has committed to engage in India’s financial inclusion,238 and the Reserve Bank of India has implemented a guideline and framework for mobile payment versions.239 Furthermore, the National Payments Corporation of India has developed several mobile payments such as Unified Payment Interface, Immediate Payments Service, and Bharat Bill Payment System, as well as advocated to facilitate retail e-payments.240 For instance, the payment app Bharat still has outdated debit card payments from 2018.241 From the retailer’s perspective, the adoption was mainly driven by QR-code-based versions that are cheap to implement.242
However, while developing markets like Kenya focus on remote payment systems, India is highly focused on mobile wallets or, rather, mobile payments at the PoS, as NFC technologies are highly prominent.243 Moreover, India has the youngest population around the globe,244 as almost 70 % of the total population is between 15 - 64 years old,245 which results in a median age of 31.246 In 2021, the total population is over 1.3 billion247 and is expected to surpass China.248 China and India together have one third of the total world population.249 The country has diverse religions, ethnic groups, and languages.250 Additionally, Indians are known as the “mobile- only” group, as Indians do not necessarily have laptops or other devices.251
2.4.4 United States
As mentioned in chapter 2.4.2, China directly jumped from a cash-based economy to a digital one. Nevertheless, using credit cards and having a legacy system is more pronounced in the United States or Europe.252 Hence, the growth of mobile payment systems in the United States has been mainly disturbed by the high credit and debit card usage.253 In addition, Americans prefer physical cards instead of mobile wallets as they have a strong culture of cash-backs and rewards, and most digital methods do not offer such services.254 As a matter of fact, the mass market has not yet been reached,255 even if the United States is the birthplace of many successful technology companies (e.g., Google Pay, Apple Pay).256
However, mobile payment systems are gaining momentum in the United States, although the beginning was sluggish.257 Approximately 87 % of Americans in 2017 had a mobile phone,258 which made America in 2019 the third country with the highest penetration (after China and India).259 From 2020 to 2025, digital payments in the United States should grow by approximately 15 %.260 In 2020, almost half of the American citizens used Apple Pay, while 37 % used Google Pay and 19 % Samsung Pay.261 More than half of those users are men between 25 - 34 years old. Furthermore, most of them have a high income.262 In addition, further growth in the upcoming years is expected. In 2026, 59 % of the citizens in the United States will be digital natives (millennial, generation Z) that are naturally more open to mobile payment systems.263 Generally, the average age of the population, together with China, is far lower than in Germany, whereby India has the lowest average age.264 Hence, the United States is far behind China and India but is located in the middle field with its adoption rate.265 The country is positioned in sixth place in a worldwide comparison for proximity mobile payments.266
2.5 Security and safety aspects of mobile payments
The terms security and safety have overlaps. However, they have some main differences. One of the main differences is that safety is about the protection of life through unintentional incidents, while security mostly deals with external parties267 or intended attacks.268 Those aspects are the number one issue for almost all users.269
First, the safety measures: confidentiality. Confidentiality is an important factor, as private data should not be made available to unauthorized participants.270 In 2004, studies have shown that the confidential handling of personal data is the most critical success factor for mobile payment systems.271 Nevertheless, almost all providers share personal data with third parties. The only companies that do not share the data are Google and Apple. In spite of that, mobile payment systems collect much more information than in traditional banking transactions.272 The data is predominantly used for marketing purposes.273 However, it is not only about the disclosure of information but generally about its collection. In this case, Apple claims that the data is only stored on the devices used, while Google Pay collects all registration and payment information.274
Second, the security aspects. Even if, in passwords, strong characters like numbers and uppercase as well as lowercase are included, it can still be insecure275 and is only applicable for one-way authentication.276 Therefore, the two-factor- authentication (2FA) can help to use systems in a more secure manner. 2FA is a method where the user has to identify themselves twice to prove they are the person they claims to be. For instance, the user needs to log in via a password and then confirm the identity via an SMS-based mechanism. Only then is access is grant- ed.277 Some mobile payment providers such (e.g., Apple Pay) offer this mecha- nism.278 Additionally, companies like Apple Pay or Samsung Pay have the possibility to use authorization via fingerprint.279 An absence of this 2FA could lead to a risk of fraudulent transactions,280 as someone could have unwanted access to an account.281
In addition to that, mobile phones are more likely to develop issues with malware than other devices such as a PC, as the operating systems are vulnerable and do not have regular security updates.282 Moreover, a lot of mobile payment systems rely on what is known as a “secure sockets layer” (SSL) or on a “transport layer security” (TLS) to protect the collected data,283 although SSL is the most common. Basically, the SSL system tries to encode the respective information in order to guarantee safe communication.284 Nevertheless, these systems can become a victim of malware. In addition to these, the PoS can be affected with malware and steal the information through the card reader transaction.285
Regarding the contactless payment from the mobile phone to the PoS, a risk of identity theft as well as information disclosure exists. However, this could be protected through secure protocols, a specific type of encryption or trusted platform modules.286 For instance, tokenization is a good opportunity to replace sensitive private data with non-sensitive ones, for instance, a token.287 Hence, Apple Pay has been declared the most secure,288 as the company provides more safety measures than traditional credit card companies. For instance, Apple uses tokenization, where instead of transaction details, no credit card information are transferred, the token is used as a surrogate.289 In this case, not even the cashier sees the card number.290 Generally, wireless networks are more open to attack and data is always more critical when it comes to financial information.291
With regards to a mobile payment study from PricewaterhouseCoopers, the aspect of security is highly crucial as consumers are mainly concerned about theft.292 Also, other sources claim that the fear of theft or loss of the mobile phone is especially in the foreground.293 The fear of getting a smartphone stolen with an installed mobile payment system is significantly higher than getting the wallet stolen with all its cards.294 Nonetheless, almost all mobile payment systems have a passcode lock to prevent others from accessing it. Biometrics locks, like fingerprints, or facial recognition, can also help to protect the app.295 In the event of Apple Pay, users have the opportunity to block or permanently remove the pay function once the mobile phone is stolen or lost.296 However, financial information is stored on the device when using a mobile payment system and could be misused.297
Still, mobile payment systems have considerable challenges in the field of data security and privacy due to the underlying technology298 and are more vulnerable than electronic payments.299 In spite of that, studies have shown that many companies have reasonable protections.300 Many security concerns are due to general uncertainty about new technologies and a lack of technical understanding.301 To the detriment of mobile payment systems, a common perception exists that mobile payment systems are insecure.302 Hence, due to the lack of knowledge, people who cannot control the process tend to have an unsafe feeling about paying with an app.303
3 Influential factors for the successful implementation of mobile payment innovations
3.1 Product analysis
In this chapter, a customer-centric perspective on mobile payment is taken. A SWOT analysis is used to show the strengths (S) and weaknesses (W) of mobile payment systems as well as the opportunities (O) and threats (T). Thus, the SWOT shows externals as well as internal influential factors.304 The comprehensive analysis with all points and sources can be found in the appendix.305 In the following, only an outline of the results is given.
The analysis shows that mobile payment systems have various strengths and weaknesses, while the opportunities exceed the threats. The most present strengths of mobile payment systems are speed, hygiene and convenience, as well as usability. Mobile payment systems are highly usable, as money in- and outflows can be directly tracked and, in some cases, the deposit of several cards is possible. Furthermore, through contactless execution, it is a hygienic type of payment process. Hence, the use of mobile payment systems can diminish the waiting time in queues and correlate with an increase in comfort. Notwithstanding, in most cases, a PIN must be entered for purchases over EUR 25, which drags out the payment process. Despite that, the factor of convenience is of great importance as people do not have to carry around several items, the mobile phone is sufficient. Then again, some sources claim that the system tempts one to spend more. The aspect of security must also be viewed from two perspectives. On the one hand, mobile payment systems have reasonable protections, such as good authentication measures. For instance, Apple Pay provides more protective measures than a traditional credit card company. On the other hand, mobile phones are likely to develop issues with malware and wireless networks are vulnerable. Besides the hard facts, a common perception exists that mobile payment systems are insecure. Other criteria that diminish the value of mobile payment systems are the complexity. Some people perceive the registration process as non-intuitive and have no understanding of the underlying technology.
From an external perspective, mobile payment systems have significantly more opportunities than threats. To increase their adoption, mobile payment providers could reduce safety concerns by revising security offerings (i.e., introducing tokenization) and communicating the benefits of the used measures to the end-customer. Furthermore, market standards would help to get a full understanding and transparency. Moreover, providers could not only work on the security aspect, but they could also work on the awareness of the offerings and build up knowledge about the system with the end-user, as people tend to have an unsafe feeling about technologies they do not understand. In spite of that, various threats also exist. For instance, comprehensive transformation can only be reached if several stakeholders are convinced, such as the retailers.
3.2 Market analysis
3.2.1 PESTEL analysis
Besides the product, the environment plays an important role. This means that the environment around the product needs to be scanned.306 PESTEL analysis evaluates the macro-environmental aspects of a certain business,307 to assess any influences,308 and to indicate the failure or success of a business model.309 The word “PESTEL” contains the first letters of the factors “political, economic, social, technological, environmental, legal”.310 All those factors were analyzed and stored in the appendix.311
From a political perspective, the political stability, regulations, policies, and the level of corruption need to be considered.312 In the case of Germany, political stability is guaranteed, as the people live in a democracy that functions under a “Grundgesetz” which stands above all legal norms. Germany is not highly affected by corruption and is ranked ninth globally. Regarding the mobile payment market, many regulations exist, mainly since the financial crisis. However, in 2019, the “European Mobile Payment Association” was established, committed to introducing European-wide standards for mobile payment systems. Likewise, the “Bundesamt für Sicherheit in der Informationstechnik” recommends several rules for the handling of mobile payment systems. For instance, the institution recommends disabling additional functions, regular updates of new software and the like.
In terms of the economic factors, the analysis deals with aspects such as the unemployment rate, the national income or monetary policy.313 The German gross domestic product (GDP) is at EUR 853 billion in 2021. However, due to the covid-19 pandemic, the GDP has dropped by approximately five percent. Also, the unemployment rate increased due to covid-19, up to approximately six percent. Lately, the interest rates as well as the inflation rate have remained low. The mobile payment sector in Germany altogether comes to EUR 16.709 million in transactions in 2020, which is, mentioned in chapter 1.1, comparatively low.
From a socio-cultural point of view, the national culture, demographic structure or similar is considered.314 Germany has 83.1 million inhabitants consisting of 41 million are men and 42.1 million women. The largest part of the population is between 50 and 72 years old, while the age structure is continuously shifting upwards, which means that Germany is aging. The decline in the working age will result in a significant reduction of the force potential. Regarding the mobile payment market, the analysis has shown that Germans are naturally skeptical and many have huge security concerns about the innovations in the mobile payment market. The population generally still prefers cash and show more industrial thinking rather than being innovative. Nonetheless, chapter 3.3 will analyze this fact in more detail.
The fourth criterion that is analyzed by the PESTEL analysis is technology. At this point, the existence of technologies with the corresponding infrastructure as well as the level of technological innovation and motivation is evaluated.315 Germany is in fifth place among the top countries with technological expertise and wants to expand its infrastructure further. In the case of payments, NFC technology is the most known variant for contactless payment, also in the mobile payment sector. Nevertheless, in some cases the mobile payment systems’ functionality depends on the reliability of the internet connection. As a matter of fact, in an international comparison, Germany is one of the laggards when it comes to fast internet access.
The environmental point of view deals with the impact on the ecological system in terms of environmental protection regulations, resource availability, sustainability and the like.316 Generally, Germany is a poor commodity country and is highly dependent on other nations. In 2019, a framework was created to reduce national emissions for the sectors of energy, building, transport, industry, waste management and agriculture. Furthermore, cashless payments are good for the environment, as the production of banknotes requires immense high-power consumption. However, the provision of the terminals is not climate neutral.
Last but not least: legal perspective. Here, the judicial system, the rights and the laws of the consumer or the competition are evaluated.317 The structure of the legal system in Germany is determined by the principle of separation and follows detailed written laws. From a legal perspective, mobile banking is not the same as mobile payment, as a mobile payment provider constitutes an intermediate position between financial regulations, technology and telecommunication regulations. The “European Competition Authority” is increasingly taking digital business models under scrutiny,318 as completely different design options characterize those services compared to traditional ones. For instance, mobile payment systems must comply with the current data protection laws. Various regulations for mobile payment systems exist, although not all are clear yet.
3.2.2 Competitor analysis
Based on a competitor analysis, the chances of success and the contents of the specific companies can be identified.319 Due to the specific research question of this thesis, only mobile payment systems available in Germany are considered, which are differentiated according to their type or rather classification (remote, proximity, omni-channel or mobile wallet). A more in-depth view about proximity payments, omni-channel or mobile wallets is given, as those can be used in stores and has the availability to replace physical payment cards.
[...]
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177 Cf. Sieger 2015, p. 17.
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181 Cf. Kaymaz 2011, p. 25 f.
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188 Cf. Wang/Hahn/Sutrave 2016, p. 3.
189 Cf. Ondrus/Pigneur 2005, p. 3.
190 Cf. Ginner 2016, p. 112; See appendix: Figure 9, p. 74.
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192 Cf. Ginner 2016, p. 92.
193 Cf. Beutin/Harmsen 2019, p. 7.
194 Cf. Fisher 2020.
195 Cf. Sixt 2017, p. 72.
196 Cf. Keese 2018.
197 Cf. Deutsche Bundesbank 2020b.
198 Cf. O’Dea 2021b.
199 Cf. Koptyug 2021a.
200 Cf. Mai 2020, p. 4.
201 Cf. Statista 2020a.
202 Cf. Liébana-Cabanillas et al. 2020, p. 9.
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204 Cf. Kunst 2021.
205 Cf. Ahrens 2021.
206 Cf. Statista 2019.
207 Cf. Statista 2021c, p. 18.
208 Cf. Meyer 2019.
209 Cf. Ginner 2016, p. 92.
210 Cf. Jain 2019, p. 11.
211 Cf. Ginner 2016, p. 92.
212 Cf. Lerner 2013b, p. 139.
213 Cf. Coskun/Ok/Ozdenizei 2013, p. 70.
214 Cf. Magnier-Watanabe 2014, p. 1046 – 1048.
215 Cf. Deutsche Bank Research 2020, p. 2.
216 Cf. Leyer 2019.
217 Cf. Kohan 2020.
218 Cf. Deutsche Bank Research 2020, p. 10 f.
219 Cf. Ginner 2016, p. 92.
220 O’Dea 2021a.
221 Cf. Liébana-Cabanillas et al. 2020, p. 9.
222 Cf. Deutsche Bank Research 2020, p. 2.
223 Cf. Statista 2021c, p. 16.
224 Cf. Statista 2020d.
225 Cf. Khan et al. 2016, p. 7.
226 Cf. Mohr 2018, p. 12 f.
227 Cf. Buckle 2018.
228 Cf. Lerner 2013b, p. 6.
229 Cf. Xu et al. 2020, p. 26.
230 Cf. Khan et al. 2016, p. 16.
231 Cf. Mohr 2018, p. 12; See appendix: Figure 10, p. 75.
232 Cf. Deutsche Bank Research 2020, p. 2.
233 Cf. Khan et al. 2016, p. 11.
234 Cf. Easwaran 2019. p. 22.
235 Cf. Kats 2018.
236 Cf. Nariyanuri 2020, p. 3.
237 Cf. Jain 2019, p. 12 f.
238 Cf. Khan et al. 2016, p. 20.
239 Cf. Jain 2019, p. 13.
240 Cf. Khan et al. 2016, p. 22.
241 Cf. Statista 2021d.
242 Cf. Jain 2019, p. 6.
243 Cf. Khan et. al. 2016, p. 9 – 18.
244 Cf. Banco Santander 2020.
245 Cf. N.a. 2021c, p. 3.
246 Cf. Easwaran 2019, p. 23.
247 Cf. O’Neill 2021.
248 Cf. Banco Santander 2020.
249 Cf. Khan et al. 2016, p. 4.
250 Cf. Richter 2006, p. 5.
251 Cf. Easwaran 2019, p. 20.
252 Cf. Deutsche Bank Research 2020, p. 11.
253 Cf. Kohan 2020.
254 Cf. Deutsche Bank Research 2020, p. 8.
255 Cf. Ginner 2016, p. 91.
256 Cf. Deutsche Bank Research 2020, p. 8.
257 Cf. Kohan 2020.
258 Cf. Bailey et al. 2017, p. 1.
259 Cf. O’Dea 2021a.
260 Cf. Statista 2021c, p. 7.
261 Cf. Kunst 2020.
262 Cf. Statista 2021c, p. 15.
263 Cf. Kohan 2020.
264 Cf. Urmersbach 2021.
265 Cf. Rooney 2019.
266 Cf. Wurmser 2019.
267 Cf. Line et al. 2006, p. 7.
268 Cf. Lammer 2004, p. 99.
269 Cf. Hierl 2017, p. 181.
270 Cf. Pukkasenung/Chokngamwong 2015, p. 4.
271 Cf. Lammer 2004, p. 157.
272 Cf. Opati/Gachukia 2020, p. 256 f.
273 Cf. Klosowski 2020.
274 Cf. Baumgartner 2019.
275 Cf. Sung et al. 2015, p. 51.
276 Cf. Kou 2003, p. 33.
277 Cf. Aloul/Zahidi/El-Hajj 2009, p. 641.
278 Cf. Klosowski 2020.
279 Cf. Wang/Hahn/Sutrave 2016, p. 3.
280 Cf. Isaac/Zeadally 2014, p. 40.
281 Cf. Klosowski 2020.
282 Cf. Sung et al. 2015, p. 52.
283 Cf. Bosamia/Patel 2019, p. 813.
284 Cf. Bezhovski 2016, p. 129.
285 Cf. Bosamia/Patel 2019, p. 813.
286 Cf. Isaac/Zeadally 2014, p. 40.
287 Cf. Vishwakarma/Tripathy/Vemuru 2019, p. 2314.
288 Cf. Pinchot et al. 2016, p. 22.
289 Cf. Santus 2014.
290 Cf. Pinchot et al. 2016, p. 22.
291 Cf. Bezhovski 2016, p. 127.
292 Cf. Beutin/Harmsen 2019, p. 10.
293 Cf. Hierl 2017, p. 181.
294 Cf. Beutin/Harmsen 2019, p. 10.
295 Cf. Klosowksi 2020.
296 Cf. Apple Inc. 2021a.
297 Cf. Opati/Gachukia 2020, p. 256.
298 Cf. Nambiar/Lu/Liang 2004, p. 475.
299 Cf. Opati/Gachukia 2020, p. 255.
300 Cf. Klosowski 2020.
301 Cf. Hierl 2017, p. 181.
302 Cf. Pinchot et al. 2016, p. 22.
303 Cf. Hierl 2017, p. 182.
304 Cf. Romppel 2006, p. 195.
305 See appendix: Table 2, p. 75 – 81.
306 Cf. Nylén/Holmström 2015, p. 61.
307 Cf. Pan/Chen/Zhan 2019, p. 7.
308 Cf. Janet 2013, p. 806.
309 Cf. Matovic 2020, p. 96.
310 Pan/Chen/Zhan 2019, p. 1.
311 See appendix: Table 3, p. 81 – 92.
312 Cf. Janet 2013, p. 806 f.
313 Cf. Yüksel 2012, p. 56.
314 Cf. Matovic 2020, p. 97.
315 Cf. Matovic 2020, p. 97.
316 Cf. Deltl 2011, p. 69.
317 Cf. Yüksel 2012, p. 57.
318 Cf. Lendermann 2020, p. 1.
319 Cf. Porter 2008, p. 86.
- Citar trabajo
- Tamara Knecht (Autor), 2021, The Digital Transformation of Payment: A Glimpse Into the Future of Mobile Payment Systems, Múnich, GRIN Verlag, https://www.grin.com/document/1297113
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