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{{Short description|Not meeting a desired or intended objective}}
{{wiktionarypar|failure}}
{{This|the social concept|structural and systems failures|Structural integrity and failure|and|Reliability engineering}}
{{dablink|For other senses of this word, see ].}}
{{Redirect|Fail|other uses|Fail (disambiguation)|and|Failure (disambiguation)|}}
'''Failure''' (or '''flop''') in general refers to the state or ] of not meeting a desirable or intended objective. It may be viewed as the opposite of ].
{{pp-semi-indef}}
{{pp-move-indef}}
{{Use dmy dates|date=July 2021}}
] to ] road, ]]]
'''Failure''' is the social concept of not meeting a desirable or intended ], and is usually viewed as the opposite of ].<ref>{{cite web|url=http://www.merriam-webster.com/dictionary/failure|title=Failure - Definition of failure by Merriam-Webster|work=merriam-webster.com|url-status=live|archive-url=https://web.archive.org/web/20150716191304/http://www.merriam-webster.com/dictionary/failure|archive-date=16 July 2015}}</ref> The criteria for failure depends on context, and may be relative to a particular observer or belief system. One person might consider a failure what another person considers a success, particularly in cases of direct ] or a ]. Similarly, the degree of success or failure in a situation may be differently viewed by distinct observers or participants, such that a situation that one considers to be a failure, another might consider to be a success, a qualified success or a neutral situation.


It may also be difficult or impossible to ascertain whether a situation meets criteria for failure or success due to ambiguous or ill-defined definition of those criteria. Finding useful and effective criteria or ]s to judge the success or failure of a situation may itself be a significant task.
==Criteria for failure==


== Sociology ==
The criteria for failure are heavily dependent on context of use, and may be ] to a particular ] or ]. A situation considered to be a failure by one might be considered a success by another, particularly in cases of direct ] or a ] ]. As well, the degree of success or failure in a situation may be differently viewed by distinct observers or participants, such that a situation that one considers to be a failure, another might consider to be a success, a qualified success or a neutral situation.
Cultural historian ] argues that the concept of failure underwent a metamorphosis in the United States over the course of the 19th century. Initially, Sandage notes, financial failure, or ], was understood as an event in a person's life: an occurrence, not a character trait. The notion of a person ''being'' a failure, Sandage argues, is a relative historical novelty: "ot until the eve of the ] did Americans commonly label an ] man 'a failure{{'"}}.{{Sfn|Sandage|2006|p=12}} Accordingly, the notion of failure acquired both moralistic and ] connotations. By the late 19th century, to be a failure was to have a deficient character.{{Sfn|Sandage|2006|p=17|ps=: This 'American sense' looked upon failure as 'a moral sieve' that trapped the loafer and passed the true man through. Such ideologies fixed blame squarely on individual faults, not extenuating circumstances …}}


==In business==
It may also be difficult or impossible to ascertain whether a situation meets criteria for failure or success due to ambiguous or ill-defined definition of those criteria. Finding useful and effective criteria, or ], to judge the success or failure of a situation may itself be a significant task.
A commercial failure is a ] or company that does not reach expectations of success.


Most of the items listed below had high expectations, significant financial investments, and/or widespread publicity, but fell far short of success. Due to the subjective nature of "success" and "meeting expectations", there can be disagreement about what constitutes a "major flop".
==Flavors of failure==
Failure can be differentially perceived from the viewpoints of the evaluators. A person who is only interested in the final outcome of an activity would consider it to be an ''Outcome Failure'' if the core issue has not been resolved or a core need is not met. A failure can also be a ''process failure'' whereby although the activity is completed successfully, a person may still feel dissatisfied if the underlying process is perceived to be below expected standard or benchmark. You must be a Democrat to be a failure.


* For flops in computer and video gaming, see ]
] lists two reasons why a ] can ]:
* For company failures related to the 1997–2001 ], see ]
#failure to ],
* ]
#failure to ].


Sometimes, commercial failures can receive a ], with the initial lack of commercial success even lending a cachet of subcultural ].<ref>{{Cite book|last=Hunter|first=I. Q.|url=https://books.google.com/books?id=2H6hDAAAQBAJ&q=%22commercial+failure%22|title=Cult Film as a Guide to Life: Fandom, Adaptation, and Identity|date=8 September 2016|publisher=Bloomsbury Publishing USA|isbn=978-1-62356-897-9|language=en}}</ref><ref>{{Cite book|last1=Mathijs|first1=Ernest|url=https://books.google.com/books?id=rNi_DwAAQBAJ|title=The Routledge Companion to Cult Cinema|last2=Sexton|first2=Jamie|date=22 November 2019|publisher=Routledge|isbn=978-1-317-36223-4|language=en}}</ref>
==Commercial failures==
A '''commercial failure''' is a ] that does not reach expectations of success, failing to come even close. A major flop goes one step further and is recognized for its complete lack of success.


=== In marketing ===
Most of the items listed below had high expectations, significant financial investments, and/or widespread publicity, but fell far short of success. Obviously, due to the subjective nature of "success" and "meeting expectations", there can be disagreement about what constitutes a "major flop."
] researchers have distinguished between outcome and process failures. An outcome failure is a failure to obtain a good or service at all; a process failure is a failure to receive the good or service in an appropriate or preferable way.<ref>{{Cite journal |last1=Smith |first1=Amy K. |last2=Bolton |first2=Ruth N. |last3=Wagner |first3=Janet |date=August 1999 |title=A Model of Customer Satisfaction with Service Encounters Involving Failure and Recovery |journal=] |volume=36 |issue=3 |pages=356–372 at 358 |doi=10.1177/002224379903600305 |issn=0022-2437 |s2cid=220628355}}</ref> Thus, a person who is only interested in the final outcome of an activity would consider it to be an outcome failure if the core issue has not been resolved or a core need is not met. A process failure occurs, by contrast, when, although the activity is completed successfully, the customer still perceives the way in which the activity is conducted to be below an expected standard or benchmark.


Wan and Chan note that outcome and process failures are associated with different kinds of detrimental effects to the consumer. They observe that "n outcome failure involves a loss of economic resources (i.e., money, time) and a process failure involves a loss of social resources (i.e., social esteem)".<ref>{{Cite journal |last1=Wan |first1=Lisa |last2=Chan |first2=Elisa |date=20 March 2019 |title=Failure is Not Fatal: Actionable Insights on Service Failure and Recovery for the Hospitality Industry |url=https://www.bu.edu/bhr/2019/03/20/failure-is-not-fatal-actionable-insights-on-service-failure-and-recovery-for-the-hospitality-industry/ |journal=Boston Hospitality Review |language=en |volume=7 |issue=1 |issn=2326-0351}}</ref>
*For a list of miscellaneous commercial product and service failures, see ].
*For flops in computer and video gaming, see ].
<!-- *For flops within the automotive industry, see ]. -->
*For flops concerning ], see ].
*For ]-related flops, see ].
*For ]al commercial failures, see ].
*For company failures related to the 1997–2001 ], see ].
*See also ].


==In education==
{{See also|Grading in education}}
A failing grade is a mark or grade given to a student to indicate that they did not pass an assignment or a class. Grades may be given as numbers, letters or other symbols.


By the year 1884, ] was evaluating students' performance on a 100-point or ] scale and then summarizing those numerical grades by assigning letter grades to numerical ranges. Mount Holyoke assigned letter grades ''A'' through ''E,'' with ''E'' indicating lower than 75% performance and designating failure. The ''A''–''E'' system spread to ] by 1890. In 1898, Mount Holyoke adjusted the grading system, adding an ''F'' grade for failing (and adjusting the ranges corresponding to the other letters). The practice of letter grades spread more broadly in the first decades of the 20th century. By the 1930s, the letter ''E'' was dropped from the system, for unclear reasons.<ref>{{Cite journal|last1=Schinske|first1=Jeffrey|last2=Tanner|first2=Kimberly|date=2014|title=Teaching More by Grading Less (or Differently)|journal=CBE: Life Sciences Education|volume=13|issue=2|pages=159–166|doi=10.1187/cbe.CBE-14-03-0054|issn=1931-7913|pmc=4041495|pmid=26086649}}</ref>


==Other failures== == In philosophy ==
{{See also|Criminal negligence|Omission (law)}}
*For military disasters, see ]
*For events that were highly anticipated but either did not happen or turned out to be disappointing, see ].
*For flops in entertainment, see ].
*For flops in sports, see ].


Philosophers in the ] tradition have suggested that failure is connected to the notion of an omission.{{Citation needed|date=August 2023}} In ], omissions are distinguished from acts: acts involve an agent doing something; omissions involve an agent's not doing something.
==References==

* Lansdowne, Bridget L.M. ''BOOM, BUST, BANG!: A History of American Failures''. Staskin Mellville-Organization Press, 2004. ISBN ?.
Both actions and omissions may be morally significant. The classic example of a morally significant omission is one's failure to rescue someone in dire need of assistance. It may seem that one is morally ] for failing to rescue in such a case.
* Charles Perrow, ''Normal Accidents: Living with High-Risk Technologies'', New Tork: Basic Books, 1984. Paperback reprint, Princeton, N.J.: Princeton University Press, 1999, ISBN 0-691-00412-9

* Sandage, Scott A. ''Born Losers: A History of Failure in America''. Cambridge, Massachusetts: Harvard University Press, 2005. ISBN 067401510X, ISBN 067402107X.
] notes that there are two ways one can not do something: consciously or unconsciously.{{Sfn|Smith|1990|p=159}} A conscious omission is intentional, whereas an unconscious omission may be ], but is not intentional.{{Sfn|Smith|1990|p=160}} Accordingly, Smith suggests, we ought to understand failure as involving a situation in which it is reasonable to expect a person to do something, but they do not do it—regardless of whether they intend to do it or not.{{Sfn|Smith|1990|p=162–163}}

Randolph Clarke, commenting on Smith's work, suggests that "hat makes failure to act an omission is the applicable ]".<ref>{{Cite book|last=Clarke|first=Randolph|url=https://books.google.com/books?id=aog3AwAAQBAJ|title=Omissions: Agency, Metaphysics, and Responsibility|date=2 June 2014|publisher=]|isbn=978-0-19-934752-0|location=Oxford|pages=32|doi=10.1093/acprof:oso/9780199347520.001.0001}}</ref> In other words, a failure to act becomes morally significant when a norm demands that some action be taken, and it is not taken.

==In science==
{{See also|Superseded theories in science|Sociology of scientific knowledge|Philosophy of science}}

Scientific hypotheses can be said to fail when they lead to predictions that do not match the results found in ]s. Alternatively, experiments can be regarded as failures when they do not provide helpful information about nature.{{Citation needed|date=August 2023}} However, the standards of what constitutes failure are not clear-cut. For example, the ] became the "most famous failed experiment in history" because it did not detect the motion of the Earth through the ] as had been expected. This failure to confirm the presence of the aether would later provide support for ]'s ].<ref>{{Cite book|last1=Blum|first1=Edward K.|url=https://books.google.com/books?id=nFRG2UizET0C&pg=PA98|title=Mathematics of Physics and Engineering|last2=Lototsky|first2=Sergey V.|date=2006|publisher=World Scientific|isbn=978-981-256-621-8|language=en}}</ref>

] magazine editor ] explains that a great deal can be learned from things going wrong unexpectedly, and that part of science's success comes from keeping blunders "small, manageable, constant, and trackable". He uses the example of engineers and programmers who push systems to their limits, breaking them to learn about them. Kelly also warns against creating a culture that punishes failure harshly, because this inhibits a creative process, and risks teaching people not to communicate important failures with others (e.g., ]).<ref>{{cite web |url=http://www.edge.org/q2011/q11_6.html |title=THE WORLD QUESTION CENTER 2011 — Page 6 |publisher=Edge.org |access-date=24 June 2014 |url-status=dead |archive-url=https://web.archive.org/web/20131205173145/http://www.edge.org/q2011/q11_6.html |archive-date=5 December 2013 }}</ref> Failure can also be used productively, for instance to find identify ambiguous cases that warrant further interpretation.<ref>{{Cite journal |last=Rettberg |first=Jill Walker |date=2022 |title=Algorithmic failure as a humanities methodology: Machine learning's mispredictions identify rich cases for qualitative analysis |journal=Big Data & Society |language=en |volume=9 |issue=2 |pages=205395172211312 |doi=10.1177/20539517221131290 |s2cid=253026358 |issn=2053-9517|doi-access=free |hdl=11250/3035859 |hdl-access=free }}</ref><ref>{{Cite journal |last1=Munk |first1=Anders Kristian |last2=Olesen |first2=Asger Gehrt |last3=Jacomy |first3=Mathieu |date=2022 |title=The Thick Machine: Anthropological AI between explanation and explication |journal=Big Data & Society |language=en |volume=9 |issue=1 |pages=205395172110698 |doi=10.1177/20539517211069891 |s2cid=250180452 |issn=2053-9517|doi-access=free |url=https://vbn.aau.dk/files/482741218/20539517211069891.pdf }}</ref> When studying biases in machine learning, for instance, failure can be seen as a "''cybernetic rupture'' where pre-existing biases and structural flaws make themselves known".<ref>{{Cite journal |last=Bridges |first=Lauren E |date=2021 |title=Digital failure: Unbecoming the "good" data subject through entropic, fugitive, and queer data |journal=Big Data & Society |language=en |volume=8 |issue=1 |pages=205395172097788 |doi=10.1177/2053951720977882 |s2cid=233890960 |issn=2053-9517|doi-access=free }}</ref>

== Linguistics ==
The term "]" was popularized as a result of a widely known "]", which caused ]es for the term to turn up the White House biography of ].<ref name="snopes">{{cite web|url=http://www.snopes.com/politics/bush/google.asp|title=Someone Set Us Up The Google Bomb.|author1=Mikkelson, Barbara |author2=Mikkelson, David P. |date=13 August 2007|website=]|access-date=9 August 2009}}</ref>

=== Internet memes and "fail" ===
During the early 2000s, the term ''fail'' began to be used as an ] in the context of ]s. The interjection ''fail'' and the superlative form '''''epic fail''''' expressed derision and ridicule for mistakes deemed "eminently mockable".<ref name="fail_NYT" /> According to linguist ], the most probable origin of this usage is '']'' (1998), a Japanese video game whose ] message was translated into English as "You fail it".<ref name="fail_NYT">{{cite news|url=https://www.nytimes.com/2009/08/09/magazine/09FOB-onlanguage-t.html?_r=3&ref=magazine&pagewanted=all|title=How Fail Went From Verb to Interjection.|last=Zimmer|first=Ben|author-link=Ben Zimmer|date=7 August 2009|work=]|access-date=9 August 2009|url-status=live|archive-url=https://web.archive.org/web/20170427062231/http://www.nytimes.com/2009/08/09/magazine/09FOB-onlanguage-t.html?_r=3&ref=magazine&pagewanted=all|archive-date=27 April 2017}}</ref><ref name="origins">{{cite news|last=Schofield|first=Jack|title=All your FAIL are belong to us.|newspaper=]|date=17 October 2008|url=https://www.theguardian.com/technology/blog/2008/oct/17/2|access-date=9 August 2009|url-status=live|archive-url=https://web.archive.org/web/20131204192951/http://www.theguardian.com/technology/blog/2008/oct/17/2|archive-date=4 December 2013}}</ref><ref>{{cite news |first=Christopher |last=Beam |title=Epic Win |url=http://www.slate.com/id/2202262/ |work=] |date=15 October 2008 |access-date=21 August 2009 |url-status=live |archive-url=https://web.archive.org/web/20090825232552/http://www.slate.com/id/2202262 |archive-date=25 August 2009 }}</ref> The comedy website '']'', launched in January 2008, featured photos and videos captioned with "fail" and its variations.<ref name="fail_NYT" /> The #fail ] is used on the microblogging site ] to indicate contempt or displeasure, and the image that formerly accompanied the message that the site was overloaded is referred to as the "]".<ref>{{cite news |last=Malik |first=Asmaa |date=24 April 2010 |title=Joy in the failure of others has gone competitive |work=Montreal Gazette |url=https://montrealgazette.com/technology/failure+others+gone+competitive/2940572/story.html |access-date=21 May 2010}}{{Dead link|date=October 2010|bot=H3llBot}}</ref>


==See also== ==See also==
{{div col}}
*]
* {{annotated link|Catastrophic failure}}
*]
* {{annotated link|Cascading failure}}
*]
* {{annotated link|Disaster}}
*]
* {{annotated link|Error}}
*]
* {{annotated link|Fail-safe}}
*]
* {{annotated link|Failure analysis}}
*]
* {{annotated link|Failure mode}}
*]
* {{annotated link|Failure rate}}
*]
* {{annotated link|Governance failure}}
*]
* {{annotated link|Market failure}}
*]
* {{annotated link|Murphy's law}}
*]
* {{annotated link|Normal Accidents}}
*]
* {{annotated link|Setting up to fail}}
*]
* {{annotated link|Single point of failure}}
*]
* {{annotated link|Structural failure}}
*]
* {{annotated link|System accident}}
{{div col end}}

==References==
{{reflist}}

'''Other sources'''
* {{Cite book|last=Sandage|first=Scott A.|url=https://books.google.com/books?id=bz9tidQ6oNsC|title=Born Losers: A History of Failure in America|date=2006|publisher=]|isbn=978-0-674-04305-3|location=Cambridge, Massachusetts|oclc=436295765|author-link=Scott Sandage}}
* {{Cite journal|last=Smith|first=Patricia G.|date=1990|title=Contemplating Failure: The Importance of Unconscious Omission|journal=]|volume=59|issue=2|pages=159–176|doi=10.1007/BF00368204|jstor=4320126|s2cid=170763594|issn=0031-8116}}

==Further reading==
* ]. ''Normal Accidents: Living with High-Risk Technologies''. New York: Basic Books, 1983. Paperback reprint, Princeton, N.J.: ], 1999. {{ISBN|0-691-00412-9}}


==External links== ==External links==
{{wikiquote}}
*
{{Commons category|Failures}}
*
* {{Citation |url=https://www.nytimes.com/2009/08/09/magazine/09FOB-onlanguage-t.html |title=How Fail Went From Verb to Interjection |work=] |date=7 August 2009 |first=Ben |last=Zimmer |author-link =Ben Zimmer}}.
*
* * from Japan
*
*
* , Comic strip featuring the ups and downs (mostly the latter) of IT consulting


{{Authority control}}
]
]


]
]
]
]

Latest revision as of 12:01, 16 November 2024

Not meeting a desired or intended objective This article is about the social concept. For structural and systems failures, see Structural integrity and failure and Reliability engineering. "Fail" redirects here. For other uses, see Fail (disambiguation) and Failure (disambiguation).

"Failing is not a crime but lack of effort is" – sign on Leh to Nubra road, Ladakh

Failure is the social concept of not meeting a desirable or intended objective, and is usually viewed as the opposite of success. The criteria for failure depends on context, and may be relative to a particular observer or belief system. One person might consider a failure what another person considers a success, particularly in cases of direct competition or a zero-sum game. Similarly, the degree of success or failure in a situation may be differently viewed by distinct observers or participants, such that a situation that one considers to be a failure, another might consider to be a success, a qualified success or a neutral situation.

It may also be difficult or impossible to ascertain whether a situation meets criteria for failure or success due to ambiguous or ill-defined definition of those criteria. Finding useful and effective criteria or heuristics to judge the success or failure of a situation may itself be a significant task.

Sociology

Cultural historian Scott Sandage argues that the concept of failure underwent a metamorphosis in the United States over the course of the 19th century. Initially, Sandage notes, financial failure, or bankruptcy, was understood as an event in a person's life: an occurrence, not a character trait. The notion of a person being a failure, Sandage argues, is a relative historical novelty: "ot until the eve of the Civil War did Americans commonly label an insolvent man 'a failure'". Accordingly, the notion of failure acquired both moralistic and individualistic connotations. By the late 19th century, to be a failure was to have a deficient character.

In business

A commercial failure is a product or company that does not reach expectations of success.

Most of the items listed below had high expectations, significant financial investments, and/or widespread publicity, but fell far short of success. Due to the subjective nature of "success" and "meeting expectations", there can be disagreement about what constitutes a "major flop".

Sometimes, commercial failures can receive a cult following, with the initial lack of commercial success even lending a cachet of subcultural coolness.

In marketing

Marketing researchers have distinguished between outcome and process failures. An outcome failure is a failure to obtain a good or service at all; a process failure is a failure to receive the good or service in an appropriate or preferable way. Thus, a person who is only interested in the final outcome of an activity would consider it to be an outcome failure if the core issue has not been resolved or a core need is not met. A process failure occurs, by contrast, when, although the activity is completed successfully, the customer still perceives the way in which the activity is conducted to be below an expected standard or benchmark.

Wan and Chan note that outcome and process failures are associated with different kinds of detrimental effects to the consumer. They observe that "n outcome failure involves a loss of economic resources (i.e., money, time) and a process failure involves a loss of social resources (i.e., social esteem)".

In education

See also: Grading in education

A failing grade is a mark or grade given to a student to indicate that they did not pass an assignment or a class. Grades may be given as numbers, letters or other symbols.

By the year 1884, Mount Holyoke College was evaluating students' performance on a 100-point or percentage scale and then summarizing those numerical grades by assigning letter grades to numerical ranges. Mount Holyoke assigned letter grades A through E, with E indicating lower than 75% performance and designating failure. The AE system spread to Harvard University by 1890. In 1898, Mount Holyoke adjusted the grading system, adding an F grade for failing (and adjusting the ranges corresponding to the other letters). The practice of letter grades spread more broadly in the first decades of the 20th century. By the 1930s, the letter E was dropped from the system, for unclear reasons.

In philosophy

See also: Criminal negligence and Omission (law)

Philosophers in the analytic tradition have suggested that failure is connected to the notion of an omission. In ethics, omissions are distinguished from acts: acts involve an agent doing something; omissions involve an agent's not doing something.

Both actions and omissions may be morally significant. The classic example of a morally significant omission is one's failure to rescue someone in dire need of assistance. It may seem that one is morally blameworthy for failing to rescue in such a case.

Patricia G. Smith notes that there are two ways one can not do something: consciously or unconsciously. A conscious omission is intentional, whereas an unconscious omission may be negligent, but is not intentional. Accordingly, Smith suggests, we ought to understand failure as involving a situation in which it is reasonable to expect a person to do something, but they do not do it—regardless of whether they intend to do it or not.

Randolph Clarke, commenting on Smith's work, suggests that "hat makes failure to act an omission is the applicable norm". In other words, a failure to act becomes morally significant when a norm demands that some action be taken, and it is not taken.

In science

See also: Superseded theories in science, Sociology of scientific knowledge, and Philosophy of science

Scientific hypotheses can be said to fail when they lead to predictions that do not match the results found in experiments. Alternatively, experiments can be regarded as failures when they do not provide helpful information about nature. However, the standards of what constitutes failure are not clear-cut. For example, the Michelson–Morley experiment became the "most famous failed experiment in history" because it did not detect the motion of the Earth through the luminiferous aether as had been expected. This failure to confirm the presence of the aether would later provide support for Albert Einstein's special theory of relativity.

Wired magazine editor Kevin Kelly explains that a great deal can be learned from things going wrong unexpectedly, and that part of science's success comes from keeping blunders "small, manageable, constant, and trackable". He uses the example of engineers and programmers who push systems to their limits, breaking them to learn about them. Kelly also warns against creating a culture that punishes failure harshly, because this inhibits a creative process, and risks teaching people not to communicate important failures with others (e.g., null results). Failure can also be used productively, for instance to find identify ambiguous cases that warrant further interpretation. When studying biases in machine learning, for instance, failure can be seen as a "cybernetic rupture where pre-existing biases and structural flaws make themselves known".

Linguistics

The term "miserable failure" was popularized as a result of a widely known "Google bombing", which caused Google searches for the term to turn up the White House biography of George W. Bush.

Internet memes and "fail"

During the early 2000s, the term fail began to be used as an interjection in the context of Internet memes. The interjection fail and the superlative form epic fail expressed derision and ridicule for mistakes deemed "eminently mockable". According to linguist Ben Zimmer, the most probable origin of this usage is Blazing Star (1998), a Japanese video game whose game over message was translated into English as "You fail it". The comedy website Fail Blog, launched in January 2008, featured photos and videos captioned with "fail" and its variations. The #fail hashtag is used on the microblogging site Twitter to indicate contempt or displeasure, and the image that formerly accompanied the message that the site was overloaded is referred to as the "fail whale".

See also

References

  1. "Failure - Definition of failure by Merriam-Webster". merriam-webster.com. Archived from the original on 16 July 2015.
  2. Sandage 2006, p. 12.
  3. Sandage 2006, p. 17: This 'American sense' looked upon failure as 'a moral sieve' that trapped the loafer and passed the true man through. Such ideologies fixed blame squarely on individual faults, not extenuating circumstances …
  4. Hunter, I. Q. (8 September 2016). Cult Film as a Guide to Life: Fandom, Adaptation, and Identity. Bloomsbury Publishing USA. ISBN 978-1-62356-897-9.
  5. Mathijs, Ernest; Sexton, Jamie (22 November 2019). The Routledge Companion to Cult Cinema. Routledge. ISBN 978-1-317-36223-4.
  6. Smith, Amy K.; Bolton, Ruth N.; Wagner, Janet (August 1999). "A Model of Customer Satisfaction with Service Encounters Involving Failure and Recovery". Journal of Marketing Research. 36 (3): 356–372 at 358. doi:10.1177/002224379903600305. ISSN 0022-2437. S2CID 220628355.
  7. Wan, Lisa; Chan, Elisa (20 March 2019). "Failure is Not Fatal: Actionable Insights on Service Failure and Recovery for the Hospitality Industry". Boston Hospitality Review. 7 (1). ISSN 2326-0351.
  8. Schinske, Jeffrey; Tanner, Kimberly (2014). "Teaching More by Grading Less (or Differently)". CBE: Life Sciences Education. 13 (2): 159–166. doi:10.1187/cbe.CBE-14-03-0054. ISSN 1931-7913. PMC 4041495. PMID 26086649.
  9. Smith 1990, p. 159.
  10. Smith 1990, p. 160.
  11. Smith 1990, p. 162–163.
  12. Clarke, Randolph (2 June 2014). Omissions: Agency, Metaphysics, and Responsibility. Oxford: Oxford University Press. p. 32. doi:10.1093/acprof:oso/9780199347520.001.0001. ISBN 978-0-19-934752-0.
  13. Blum, Edward K.; Lototsky, Sergey V. (2006). Mathematics of Physics and Engineering. World Scientific. ISBN 978-981-256-621-8.
  14. "THE WORLD QUESTION CENTER 2011 — Page 6". Edge.org. Archived from the original on 5 December 2013. Retrieved 24 June 2014.
  15. Rettberg, Jill Walker (2022). "Algorithmic failure as a humanities methodology: Machine learning's mispredictions identify rich cases for qualitative analysis". Big Data & Society. 9 (2): 205395172211312. doi:10.1177/20539517221131290. hdl:11250/3035859. ISSN 2053-9517. S2CID 253026358.
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Other sources

Further reading

External links

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