Data Science - Big Data Software Engineering


For other uses, see Block chain (disambiguation).

” (WP)

blockchain is a growing list of records, called blocks, that are linked using cryptography.[1][2][3][4] Each block contains a cryptographic hash of the previous block,[4] a timestamp, and transaction data (generally represented as a Merkle tree). By design, a blockchain is resistant to modification of its data. This is because once recorded, the data in any given block cannot be altered retroactively without alteration of all subsequent blocks.

For use as a distributed ledger, a blockchain is typically managed by a peer-to-peer network collectively adhering to a protocol for inter-node communication and validating new blocks. Although blockchain records are not unalterable, blockchains may be considered secure by design and exemplify a distributed computing system with high Byzantine fault tolerance. The blockchain has been described as “an open, distributed ledger that can record transactions between two parties efficiently and in a verifiable and permanent way”.[5]

The blockchain was invented by a person (or group of people) using the name Satoshi Nakamoto in 2008 to serve as the public transaction ledger of the cryptocurrency bitcoin.[3] The identity of Satoshi Nakamoto remains unknown to date. The invention of the blockchain for bitcoin made it the first digital currency to solve the double-spending problem without the need of a trusted authority or central server. The bitcoin design has inspired other applications[3][2] and blockchains that are readable by the public and are widely used by cryptocurrencies. The blockchain is considered a type of payment rail.[6] Private blockchains have been proposed for business use but Computerworld called the marketing of such privatized blockchains without a proper security model “snake oil“.[7] However, others have argued that permissioned blockchains, if carefully designed, may be more decentralized and therefore more secure in practice than permissionless ones.[4][8]

File:Bitcoin Block Data.svg
Bitcoin blockchain structure


BitcoinEthereum and Litecoin transactions per day (January 2011 – January 2021)

Cryptographer David Chaum first proposed a blockchain-like protocol in his 1982 dissertation “Computer Systems Established, Maintained, and Trusted by Mutually Suspicious Groups.”[9] Further work on a cryptographically secured chain of blocks was described in 1991 by Stuart Haber and W. Scott Stornetta.[4][10] They wanted to implement a system where document timestamps could not be tampered with. In 1992, Haber, Stornetta, and Dave Bayer incorporated Merkle trees to the design, which improved its efficiency by allowing several document certificates to be collected into one block.[4][11]

The first blockchain was conceptualized by a person (or group of people) known as Satoshi Nakamoto in 2008. Nakamoto improved the design in an important way using a Hashcash-like method to timestamp blocks without requiring them to be signed by a trusted party and introducing a difficulty parameter to stabilize rate with which blocks are added to the chain.[4] The design was implemented the following year by Nakamoto as a core component of the cryptocurrency bitcoin, where it serves as the public ledger for all transactions on the network.[3]

In August 2014, the bitcoin blockchain file size, containing records of all transactions that have occurred on the network, reached 20 GB (gigabytes).[12] In January 2015, the size had grown to almost 30 GB, and from January 2016 to January 2017, the bitcoin blockchain grew from 50 GB to 100 GB in size. The ledger size had exceeded 200 GiB by early 2020.[13]

The words block and chain were used separately in Satoshi Nakamoto’s original paper, but were eventually popularized as a single word, blockchain, by 2016.

According to Accenture, an application of the diffusion of innovations theory suggests that blockchains attained a 13.5% adoption rate within financial services in 2016, therefore reaching the early adopters phase.[14] Industry trade groups joined to create the Global Blockchain Forum in 2016, an initiative of the Chamber of Digital Commerce.

In May 2018, Gartner found that only 1% of CIOs indicated any kind of blockchain adoption within their organisations, and only 8% of CIOs were in the short-term “planning or [looking at] active experimentation with blockchain”.[15] For the year 2019 Gartner reported 5% of CIOs believed blockchain technology was a ‘game-changer’ for their business.[16]


Blockchain formation. The main chain (black) consists of the longest series of blocks from the genesis block (green) to the current block. Orphan blocks (purple) exist outside of the main chain.

A blockchain is a decentralizeddistributed, and oftentimes public, digital ledger consisting of records called blocks that is used to record transactions across many computers so that any involved block cannot be altered retroactively, without the alteration of all subsequent blocks.[3][17] This allows the participants to verify and audit transactions independently and relatively inexpensively.[18] A blockchain database is managed autonomously using a peer-to-peer network and a distributed timestamping server. They are authenticated by mass collaboration powered by collective self-interests.[19] Such a design facilitates robust workflow where participants’ uncertainty regarding data security is marginal. The use of a blockchain removes the characteristic of infinite reproducibility from a digital asset. It confirms that each unit of value was transferred only once, solving the long-standing problem of double spending. A blockchain has been described as a value-exchange protocol.[20] A blockchain can maintain title rights because, when properly set up to detail the exchange agreement, it provides a record that compels offer and acceptance.

Logically, a blockchain can be seen as consisting of several layers:[21]


Blocks hold batches of valid transactions that are hashed and encoded into a Merkle tree.[3] Each block includes the cryptographic hash of the prior block in the blockchain, linking the two. The linked blocks form a chain.[3] This iterative process confirms the integrity of the previous block, all the way back to the initial block, which is known as the genesis block.[22]

Sometimes separate blocks can be produced concurrently, creating a temporary fork. In addition to a secure hash-based history, any blockchain has a specified algorithm for scoring different versions of the history so that one with a higher score can be selected over others. Blocks not selected for inclusion in the chain are called orphan blocks.[22] Peers supporting the database have different versions of the history from time to time. They keep only the highest-scoring version of the database known to them. Whenever a peer receives a higher-scoring version (usually the old version with a single new block added) they extend or overwrite their own database and retransmit the improvement to their peers. There is never an absolute guarantee that any particular entry will remain in the best version of the history forever. Blockchains are typically built to add the score of new blocks onto old blocks and are given incentives to extend with new blocks rather than overwrite old blocks. Therefore, the probability of an entry becoming superseded decreases exponentially[23] as more blocks are built on top of it, eventually becoming very low.[3][24]:ch. 08[25] For example, bitcoin uses a proof-of-work system, where the chain with the most cumulative proof-of-work is considered the valid one by the network. There are a number of methods that can be used to demonstrate a sufficient level of computation. Within a blockchain the computation is carried out redundantly rather than in the traditional segregated and parallel manner.[26]

Block time

The block time is the average time it takes for the network to generate one extra block in the blockchain. Some blockchains create a new block as frequently as every five seconds.[27] By the time of block completion, the included data becomes verifiable. In cryptocurrency, this is practically when the transaction takes place, so a shorter block time means faster transactions. The block time for Ethereum is set to between 14 and 15 seconds, while for bitcoin it is on average 10 minutes.[28]

Hard forks

This section is an excerpt from Fork (blockchain) § Hard fork[edit]

hard fork is a rule change such that the software validating according to the old rules will see the blocks produced according to the new rules as invalid. In case of a hard fork, all nodes meant to work in accordance with the new rules need to upgrade their software. If one group of nodes continues to use the old software while the other nodes use the new software, a permanent split can occur.

For example, Ethereum has hard-forked to “make whole” the investors in The DAO, which had been hacked by exploiting a vulnerability in its code. In this case, the fork resulted in a split creating Ethereum and Ethereum Classic chains. In 2014 the Nxt community was asked to consider a hard fork that would have led to a rollback of the blockchain records to mitigate the effects of a theft of 50 million NXT from a major cryptocurrency exchange. The hard fork proposal was rejected, and some of the funds were recovered after negotiations and ransom payment. Alternatively, to prevent a permanent split, a majority of nodes using the new software may return to the old rules, as was the case of bitcoin split on 12 March 2013.[29]A more recent hard-fork example is of Bitcoin in 2017, which resulted in a split creating Bitcoin Cash.[30] The network split was mainly due a disagreement in how to increase the transactions per second to accommodate for demand.[31]


By storing data across its peer-to-peer network, the blockchain eliminates a number of risks that come with data being held centrally.[3] The decentralized blockchain may use ad hoc message passing and distributed networking.

Peer-to-peer blockchain networks lack centralized points of vulnerability that computer crackers can exploit; likewise, it has no central point of failure. Blockchain security methods include the use of public-key cryptography.[32]:5 A public key (a long, random-looking string of numbers) is an address on the blockchain. Value tokens sent across the network are recorded as belonging to that address. A private key is like a password that gives its owner access to their digital assets or the means to otherwise interact with the various capabilities that blockchains now support. Data stored on the blockchain is generally considered incorruptible.[3]

Every node in a decentralized system has a copy of the blockchain. Data quality is maintained by massive database replication[33] and computational trust. No centralized “official” copy exists and no user is “trusted” more than any other.[32] Transactions are broadcast to the network using software. Messages are delivered on a best-effort basis. Mining nodes validate transactions,[22] add them to the block they are building, and then broadcast the completed block to other nodes.[24]:ch. 08 Blockchains use various time-stamping schemes, such as proof-of-work, to serialize changes.[34] Alternative consensus methods include proof-of-stake.[22] Growth of a decentralized blockchain is accompanied by the risk of centralization because the computer resources required to process larger amounts of data become more expensive.[35]


Open blockchains are more user-friendly than some traditional ownership records, which, while open to the public, still require physical access to view. Because all early blockchains were permissionless, controversy has arisen over the blockchain definition. An issue in this ongoing debate is whether a private system with verifiers tasked and authorized (permissioned) by a central authority should be considered a blockchain.[36][37][38][39][40] Proponents of permissioned or private chains argue that the term “blockchain” may be applied to any data structure that batches data into time-stamped blocks. These blockchains serve as a distributed version of multiversion concurrency control (MVCC) in databases.[41] Just as MVCC prevents two transactions from concurrently modifying a single object in a database, blockchains prevent two transactions from spending the same single output in a blockchain.[42]:30–31 Opponents say that permissioned systems resemble traditional corporate databases, not supporting decentralized data verification, and that such systems are not hardened against operator tampering and revision.[36][38] Nikolai Hampton of Computerworld said that “many in-house blockchain solutions will be nothing more than cumbersome databases,” and “without a clear security model, proprietary blockchains should be eyed with suspicion.”[7][43]


An advantage to an open, permissionless, or public, blockchain network is that guarding against bad actors is not required and no access control is needed.[23] This means that applications can be added to the network without the approval or trust of others, using the blockchain as a transport layer.[23]

Bitcoin and other cryptocurrencies currently secure their blockchain by requiring new entries to include a proof of work. To prolong the blockchain, bitcoin uses Hashcash puzzles. While Hashcash was designed in 1997 by Adam Back, the original idea was first proposed by Cynthia Dwork and Moni Naor and Eli Ponyatovski in their 1992 paper “Pricing via Processing or Combatting Junk Mail”.

In 2016, venture capital investment for blockchain-related projects was weakening in the USA but increasing in China.[44] Bitcoin and many other cryptocurrencies use open (public) blockchains. As of April 2018, bitcoin has the highest market capitalization.

Permissioned (private) blockchain

See also: Distributed ledger

Permissioned blockchains use an access control layer to govern who has access to the network.[45] In contrast to public blockchain networks, validators on private blockchain networks are vetted by the network owner. They do not rely on anonymous nodes to validate transactions nor do they benefit from the network effect.[citation needed] Permissioned blockchains can also go by the name of ‘consortium’ blockchains.[citation needed] It has been argued that permissioned blockchains can guarantee a certain level of decentralization, if carefully designed, as opposed to permissionless blockchains, which are often centralized in practice.[8]

Disadvantages of private blockchain

Nikolai Hampton pointed out in Computerworld that “There is also no need for a ’51 percent’ attack on a private blockchain, as the private blockchain (most likely) already controls 100 percent of all block creation resources. If you could attack or damage the blockchain creation tools on a private corporate server, you could effectively control 100 percent of their network and alter transactions however you wished.”[7] This has a set of particularly profound adverse implications during a financial crisis or debt crisis like the financial crisis of 2007–08, where politically powerful actors may make decisions that favor some groups at the expense of others,[46][47] and “the bitcoin blockchain is protected by the massive group mining effort. It’s unlikely that any private blockchain will try to protect records using gigawatts of computing power — it’s time consuming and expensive.”[7] He also said, “Within a private blockchain there is also no ‘race’; there’s no incentive to use more power or discover blocks faster than competitors. This means that many in-house blockchain solutions will be nothing more than cumbersome databases.”[7]

Blockchain analysis

The analysis of public blockchains has become increasingly important with the popularity of bitcoinEthereumlitecoin and other cryptocurrencies.[48] A blockchain, if it is public, provides anyone who wants access to observe and analyse the chain data, given one has the know-how. The process of understanding and accessing the flow of crypto has been an issue for many cryptocurrencies, crypto-exchanges and banks.[49][50] The reason for this is accusations of blockchain enabled cryptocurrencies enabling illicit dark market trade of drugs, weapons, money laundering etc.[51] A common belief has been that cryptocurrency is private and untraceable, thus leading many actors to use it for illegal purposes. This is changing and now specialised tech-companies provide blockchain tracking services, making crypto exchanges, law-enforcement and banks more aware of what is happening with crypto funds and fiat crypto exchanges. The development, some argue, has led criminals to prioritise use of new cryptos such as Monero.[52][53][54] The question is about public accessibility of blockchain data and the personal privacy of the very same data. It is a key debate in cryptocurrency and ultimately in blockchain.[55]


Bitcoin’s transactions are recorded on a publicly viewable blockchain.

Blockchain technology can be integrated into multiple areas. The primary use of blockchains today is as a distributed ledger for cryptocurrencies, most notably bitcoin. There are a few operational products maturing from proof of concept by late 2016.[44] Businesses have been thus far reluctant to place blockchain at the core of the business structure.[56] Although businesses have been reluctant to fully implement blockchain, many have begun testing the technology and are conducting low-level implementation to gauge its effects on organizational efficiency.

In 2019, it was estimated that around $2.9 billion were invested in blockchain technology, which represents an 89% increase from the year prior. Additionally, the International Data Corp has estimated that corporate investment into blockchain technology will reach $12.4 billion by 2022.[57] Furthermore, According to PricewaterhouseCoopers (PwC), the second-largest professional services network in the world, blockchain technology has the potential to generate an annual business value of more than $3 trillion by 2030. PwC’s estimate is further augmented by a 2018 study that they have conducted, in which PwC surveyed 600 business executives and determined that 84% have at least some exposure to utilizing blockchain technology, which indicts a significant demand and interest in blockchain technology.[58]

Individual use of blockchain technology has also greatly increased since 2016. According to statistics in 2020, there were more than 40 million blockchain wallets in 2020 in comparison to around 10 million blockchain wallets in 2016.[59]


Main article: Cryptocurrency

Most cryptocurrencies use blockchain technology to record transactions. For example, the bitcoin network and Ethereum network are both based on blockchain. On 8 May 2018 Facebook confirmed that it would open a new blockchain group[60] which would be headed by David Marcus, who previously was in charge of Messenger. Facebook’s planned cryptocurrency platform, Libra (now known as Diem), was formally announced on June 18, 2019.[61][62]

The criminal enterprise Silk Road, which operated on Tor, utilized cryptocurrency for payments, some of which the US federal government has seized through research on the blockchain and forfeiture.[63]

Governments have mixed policies on the legality of their citizens or banks owning cryptocurrencies. China implements blockchain technology in several industries including a national digital currency which launched in 2020.[64][65] In order to strengthen their respective currencies, Western governments including the European Union and the United States have initiated similar projects.[66]

Smart contracts

Main article: Smart contract

Blockchain-based smart contracts are proposed contracts that can be partially or fully executed or enforced without human interaction.[67] One of the main objectives of a smart contract is automated escrow. A key feature of smart contracts is that they do not need a trusted third party (such as a trustee) to act as an intermediary between contracting entities -the blockchain network executes the contract on its own. This may reduce friction between entities when transferring value and could subsequently open the door to a higher level of transaction automation.[68] An IMF staff discussion reported that smart contracts based on blockchain technology might reduce moral hazards and optimize the use of contracts in general. But “no viable smart contract systems have yet emerged.” Due to the lack of widespread use their legal status is unclear.[69][70]

Financial services

According to Reason, many banks have expressed interest in implementing distributed ledgers for use in banking and are cooperating with companies creating private blockchains,[71][72][73] and according to a September 2016 IBM study, this is occurring faster than expected.[74]

Banks are interested in this technology because it has potential to speed up back office settlement systems.[75]

Banks such as UBS are opening new research labs dedicated to blockchain technology in order to explore how blockchain can be used in financial services to increase efficiency and reduce costs.[76][77]

Berenberg, a German bank, believes that blockchain is an “overhyped technology” that has had a large number of “proofs of concept”, but still has major challenges, and very few success stories.[78]

In December 2018, Bitwala launched Europe’s first regulated blockchain banking solution that enables users to manage both their bitcoin and euro deposits in one place with the safety and convenience of a German bank account. The bank account is hosted by the Berlin-based solarisBank.[79]

Mojaloop is designed to deliver financial support to people living in areas underserved by banks. It of use to migrants sending remittances[80]

The blockchain has also given rise to Initial coin offerings (ICOs) as well as a new category of digital asset called Security Token Offerings (STOs), also sometimes referred to as Digital Security Offerings (DSOs).[81] STO/DSOs may be conducted privately or on a public, regulated stock exchange and are used to tokenize traditional assets such as company shares as well as more innovative ones like intellectual property, real estate, art, or individual products. A number of companies are active in this space providing services for compliant tokenization, private STOs, and public STOs.

Video games

A blockchain game CryptoKitties, launched in November 2017.[82] The game made headlines in December 2017 when a cryptokitty character – an in-game virtual pet – was sold for more than US$100,000.[83] CryptoKitties illustrated scalability problems for games on Ethereum when it created significant congestion on the Ethereum network with about 30% of all Ethereum transactions being for the game.[84]

CryptoKitties also demonstrated how blockchains can be used to catalog game assets (digital assets).[85]

Energy trading

Blockchain is also being used in peer-to-peer energy trading.[86][87][88]

Supply chain

There are a number of efforts and industry organizations working to employ blockchains in supply chain management.

  • Mining — Blockchain technology allows wholesalers, retailers, and customers to track the origins of gemstones and other precious commodities. In 2016, The Wall Street Journal reported that the blockchain technology company, Everledger was partnering with IBM‘s blockchain-based tracking service to trace the origin of diamonds to insure that they were ethically mined.[89] DTC, the Diamond Trading Company has been involved in building a diamond trading supply chain product called Tracr.[90]
  • Food supply — Blockchain technology is being used to allow retailers and consumers to track the provenance of meat and other food products from their origins to stores and restaurants.[91] Walmart and IBM are running a trial to use a blockchain-backed system for supply chain monitoring for lettuce and spinach — all nodes of the blockchain are administered by Walmart and are located on the IBM cloud.[92] One cited benefit is that the system will enable rapid tracing of contaminated produce. Fogo de Chao, a Brazilian themed restaurant chain that features grilled meats, announced a partnership with HerdX, a blockchain-tech company focused on the food industry, that will enable suppliers, wholesalers, and diners to trace the beef served in Fogo de Chao restaurants back to the farm where it was raised.[93] Some analysts are less convinced that most consumers will be that interested in this capability.[90]
  • Shipping Walmart Canada uses a blockchain-based system developed by DLT Labs, a blockchain SaaS provider, that allows the retailer to track shipments and deliveries handled by dozens of third-party trucking companies. One reported benefit is that the blockchain-based system enables automated invoicing that reduces disputed billing, which in turn reduces delays in Walmart paying the freight transport companies.[94]
  • Blockchain software development — The Linux Foundation‘s blockchain initiative, Hyperledger Grid develops open components for blockchain supply chain solutions.[95][96] The goal of the project, said the foundation, was to “accelerate the development of blockchain-based solutions to cross-industry supply chain problems.”


Blockchain could be used in detecting counterfeits by associating unique identifiers to products, documents and shipments, and storing records associated to transactions that cannot be forged or altered.[97][98] It is however argued that blockchain technology needs to be supplemented with technologies that provide a strong binding between physical objects and blockchain systems.[99] The EUIPO established an Anti-Counterfeiting Blockathon Forum, with the objective of “defining, piloting and implementing” an anti-counterfeiting infrastructure at the European level.[100][101] The Dutch Standardisation organisation NEN uses blockchain together with QR Codes to authenticate certificates.[102]


In response to the 2020 COVID-19 pandemicThe Wall Street Journal reported that Ernst & Young was working on a blockchain to help employers, governments, airlines and others keep track of people who have had antibody tests and could be immune to the virus. Hospitals and vendors also utilized a blockchain for needed medical equipment. Additionally, blockchain technology was being used in China to speed up the time it takes for health insurance payments to be paid to health-care providers and patients.[103]

Domain names

Blockchain domain names are another use of blockchain on the rise. Unlike regular domain names, blockchain domain names are entirely an asset of the domain owner and can only be controlled by the owner through a private key.[104] Blockchain domains pave the way to having sites that are more resistant to censorship and thus enable freedom of speech as there are no authorities or individuals that can intervene on controlling a domain except the private key holder.[105][106] They could be a better option to replace the traditional cryptocurrency wallet addresses as one can easily memorize the domain and use it for receiving payments.[107]

Organizations providing blockchain domain name services include Unstoppable Domains, Namecoin and Ethereum Name Services.[108]

Other uses

Blockchain technology can be used to create a permanent, public, transparent ledger system for compiling data on sales, tracking digital use and payments to content creators, such as wireless users[109] or musicians.[110] The Gartner 2019 CIO Survey reported 2% of higher education respondents had launched blockchain projects and another 18% were planning academic projects in the next 24 months.[111] In 2017, IBM partnered with ASCAP and PRS for Music to adopt blockchain technology in music distribution.[112] Imogen Heap‘s Mycelia service has also been proposed as blockchain-based alternative “that gives artists more control over how their songs and associated data circulate among fans and other musicians.”[113][114]

New distribution methods are available for the insurance industry such as peer-to-peer insuranceparametric insurance and microinsurance following the adoption of blockchain.[115][116] The sharing economy and IoT are also set to benefit from blockchains because they involve many collaborating peers.[117] Online voting is another application of the blockchain.[118][119] The use of blockchain in libraries is being studied with a grant from the U.S. Institute of Museum and Library Services.[120]

Other designs include:

  • Hyperledger is a cross-industry collaborative effort from the Linux Foundation to support blockchain-based distributed ledgers, with projects under this initiative including Hyperledger Burrow (by Monax) and Hyperledger Fabric (spearheaded by IBM).[121]
  • Quorum – a permissionable private blockchain by JPMorgan Chase with private storage, used for contract applications.[122]
  • Tezos, decentralized voting.[42]:94
  • Proof of Existence is an online service that verifies the existence of computer files as of a specific time.[123]


Currently, there are at least four types of blockchain networks — public blockchains, private blockchains, consortium blockchains and hybrid blockchains.

Public blockchains

A public blockchain has absolutely no access restrictions. Anyone with an Internet connection can send transactions to it as well as become a validator (i.e., participate in the execution of a consensus protocol).[124][self-published source?] Usually, such networks offer economic incentives for those who secure them and utilize some type of a Proof of Stake or Proof of Work algorithm.

Some of the largest, most known public blockchains are the bitcoin blockchain and the Ethereum blockchain.

Private blockchains

A private blockchain is permissioned.[45] One cannot join it unless invited by the network administrators. Participant and validator access is restricted. To distinguish between open blockchains and other peer-to-peer decentralized database applications that are not open ad-hoc compute clusters, the terminology Distributed Ledger (DLT) is normally used for private blockchains.

Hybrid blockchains

A hybrid blockchain has a combination of centralized and decentralized features.[125] The exact workings of the chain can vary based on which portions of centralization decentralization are used.


A sidechain is a designation for a blockchain ledger that runs in parallel to a primary blockchain.[126][127] Entries from the primary blockchain (where said entries typically represent digital assets) can be linked to and from the sidechain; this allows the sidechain to otherwise operate independently of the primary blockchain (e.g., by using an alternate means of record keeping, alternate consensus algorithm, etc.).[128]


With the increasing number of blockchain systems appearing, even only those that support cryptocurrencies, blockchain interoperability is becoming a topic of major importance. The objective is to support transferring assets from one blockchain system to another blockchain system. Wegner[129] stated that “interoperability is the ability of two or more software components to cooperate despite differences in language, interface, and execution platform”. The objective of blockchain interoperability is therefore to support such cooperation among blockchain systems, despite those kinds of differences.

There are already several blockchain interoperability solutions available.[130] They can be classified in three categories: cryptocurrency interoperability approaches, blockchain engines, and blockchain connectors.

The IETF has a recent Blockchain-interop working group that already produced the draft of a blockchain interoperability architecture.[131]

Academic research

Blockchain panel discussion at the first IEEE Computer Society TechIgnite conference

In October 2014, the MIT Bitcoin Club, with funding from MIT alumni, provided undergraduate students at the Massachusetts Institute of Technology access to $100 of bitcoin. The adoption rates, as studied by Catalini and Tucker (2016), revealed that when people who typically adopt technologies early are given delayed access, they tend to reject the technology.[132]

Adoption decision

Motivations for adopting blockchain technology have been investigated by researchers. Janssen et al. provided a framework for analysis.[133] Koens & Poll pointed out that adoption could be heavily driven by non-technical factors.[134] Based on behavioral models, Li[135] discussed the differences between adoption at individual level and at organization level.


Scholars in business and management have started studying the role of blockchains to support collaboration.[136][137] It has been argued that blockchains can foster both cooperation (i.e., prevention of opportunistic behavior) and coordination (i.e., communication and information sharing). Thanks to reliability, transparency, traceability of records, and information immutability, blockchains facilitate collaboration in a way that differs both from the traditional use of contracts and from relational norms.[138] Contrary to contracts, blockchains do not directly rely on the legal system to enforce agreements.[139] In addition, contrary to the use of relational norms, blockchains do not require trust or direct connections between collaborators.

Blockchain and internal audit

External video
video icon Blockchain Basics & CryptographyGary GenslerMassachusetts Institute of Technology, 0:30[140]

The need for internal audit to provide effective oversight of organizational efficiency will require a change in the way that information is accessed in new formats.[141] Blockchain adoption requires a framework to identify the risk of exposure associated with transactions using blockchain. The Institute of Internal Auditors has identified the need for internal auditors to address this transformational technology. New methods are required to develop audit plans that identify threats and risks. The Internal Audit Foundation study, Blockchain and Internal Audit, assesses these factors.[142] The American Institute of Certified Public Accountants has outlined new roles for auditors as a result of blockchain.[143]

Energy use of proof-of-work blockchains

The Bank for International Settlements has criticized the public proof-of-work blockchains for high energy consumption.[144][145][146] Nicholas Weaver, of the International Computer Science Institute at the University of California, Berkeley examines blockchain’s online security, and the energy efficiency of proof-of-work public blockchains, and in both cases finds it grossly inadequate.[147][148] The 31—45 TWh of electricity used for bitcoin in 2018 produced 17—22.9 MtCO2.[149][150]


Main article: Ledger (journal)

In September 2015, the first peer-reviewed academic journal dedicated to cryptocurrency and blockchain technology research, Ledger, was announced. The inaugural issue was published in December 2016.[151] The journal covers aspects of mathematicscomputer scienceengineeringlaweconomics and philosophy that relate to cryptocurrencies such as bitcoin.[152][153]

The journal encourages authors to digitally sign a file hash of submitted papers, which are then timestamped into the bitcoin blockchain. Authors are also asked to include a personal bitcoin address in the first page of their papers for non-repudiation purposes.[154]

See also


  1. ^ Morris, David Z. (15 May 2016). “Leaderless, Blockchain-Based Venture Capital Fund Raises $100 Million, And Counting”FortuneArchived from the original on 21 May 2016. Retrieved 23 May 2016.
  2. a b Popper, Nathan (21 May 2016). “A Venture Fund With Plenty of Virtual Capital, but No Capitalist”The New York TimesArchived from the original on 22 May 2016. Retrieved 23 May 2016.
  3. a b c d e f g h i j “Blockchains: The great chain of being sure about things”The Economist. 31 October 2015. Archived from the original on 3 July 2016. Retrieved 18 June 2016. The technology behind bitcoin lets people who do not know or trust each other build a dependable ledger. This has implications far beyond the crypto currency.
  4. a b c d e f Narayanan, Arvind; Bonneau, Joseph; Felten, Edward; Miller, Andrew; Goldfeder, Steven (2016). Bitcoin and cryptocurrency technologies: a comprehensive introduction. Princeton: Princeton University Press. ISBN 978-0-691-17169-2.
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Further reading

External links

Wikiversity has learning resources about Blockchain
  •  Media related to Blockchain at Wikimedia Commons


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