Taking the emotional pulse of software engineering — A systematic literature review of empirical studies

Over the past 50 years of Software Engineering, numerous studies have acknowledged the importance of human factors. However, software developers’ emotions are still an area under investigation and debate that is gaining relevance in the software industry. In this study, a systematic literature revie...

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Vydáno v:Information and software technology Ročník 115; s. 23 - 43
Hlavní autoři: Sánchez-Gordón, Mary, Colomo-Palacios, Ricardo
Médium: Journal Article
Jazyk:angličtina
Vydáno: Elsevier B.V 01.11.2019
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ISSN:0950-5849, 1873-6025
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Abstract Over the past 50 years of Software Engineering, numerous studies have acknowledged the importance of human factors. However, software developers’ emotions are still an area under investigation and debate that is gaining relevance in the software industry. In this study, a systematic literature review (SLR) was carried out to identify, evaluate, and synthesize research published concerning software developers’ emotions as well as the measures used to assess its existence. By searching five major bibliographic databases, authors identified 7172 articles related to emotions in Software Engineering. We selected 66 of these papers as primary studies. Then, they were analyzed in order to find empirical evidence of the intersection of emotions and software engineering. Studies report a total of 40 discrete emotions but the most frequent were: anger, fear, disgust, sadness, joy, love, and happiness. There are also 2 different dimensional approaches and 10 datasets related to this topic which are publicly available on the Web. The findings also showed that self-reported mood instruments (e.g., SAM, PANAS), physiological measures (e.g., heart rate, perspiration) or behavioral measures (e.g., keyboard use) are the least reported tools, although, there is a recognized intrinsic problem with the accuracy of current state of the art sentiment analysis tools. Moreover, most of the studies used software practitioners and/or datasets from industrial context as subjects. The study of emotions has received a growing attention from the research community in the recent years, but the management of emotions has always been challenging in practice. Although it can be said that this field is not mature enough yet, our results provide a holistic view that will benefit researchers by providing the latest trends in this area and identifying the corresponding research gaps.
AbstractList Over the past 50 years of Software Engineering, numerous studies have acknowledged the importance of human factors. However, software developers’ emotions are still an area under investigation and debate that is gaining relevance in the software industry. In this study, a systematic literature review (SLR) was carried out to identify, evaluate, and synthesize research published concerning software developers’ emotions as well as the measures used to assess its existence. By searching five major bibliographic databases, authors identified 7172 articles related to emotions in Software Engineering. We selected 66 of these papers as primary studies. Then, they were analyzed in order to find empirical evidence of the intersection of emotions and software engineering. Studies report a total of 40 discrete emotions but the most frequent were: anger, fear, disgust, sadness, joy, love, and happiness. There are also 2 different dimensional approaches and 10 datasets related to this topic which are publicly available on the Web. The findings also showed that self-reported mood instruments (e.g., SAM, PANAS), physiological measures (e.g., heart rate, perspiration) or behavioral measures (e.g., keyboard use) are the least reported tools, although, there is a recognized intrinsic problem with the accuracy of current state of the art sentiment analysis tools. Moreover, most of the studies used software practitioners and/or datasets from industrial context as subjects. The study of emotions has received a growing attention from the research community in the recent years, but the management of emotions has always been challenging in practice. Although it can be said that this field is not mature enough yet, our results provide a holistic view that will benefit researchers by providing the latest trends in this area and identifying the corresponding research gaps.
Author Sánchez-Gordón, Mary
Colomo-Palacios, Ricardo
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Cites_doi 10.1037/0022-3514.57.3.493
10.1177/1754073911410743
10.1109/TLA.2018.8362159
10.1037/0022-3514.54.6.1063
10.1504/IJKL.2008.022063
10.1007/BF02686918
10.1016/j.infsof.2013.07.010
10.1016/j.jss.2015.04.084
10.1177/0539018405058216
10.1109/MS.2014.30
10.1177/1754073911410740
10.1007/s11205-009-9493-y
10.1016/j.jretconser.2014.08.009
10.7717/peerj.289
10.1109/MS.2014.94
10.3389/fpsyg.2013.00837
10.1037/0022-3514.52.6.1061
10.1007/s10664-017-9546-9
10.1111/j.2044-8325.1990.tb00521.x
10.1007/BF00992553
10.1016/0005-7916(94)90063-9
10.3758/s13428-012-0314-x
10.1146/annurev.so.15.080189.001533
10.1177/1745691615596992
10.1002/smr.1673
10.1016/j.chb.2014.12.008
10.1109/TAFFC.2015.2444846
10.1016/S0272-7358(99)00008-2
10.1016/j.infsof.2015.11.003
10.1016/j.jss.2018.02.041
10.5204/mcj.2443
10.1037/pmu0000072
10.1080/02699939208411068
10.1109/TSE.2016.2584053
10.1007/s10664-016-9493-x
10.1017/S0954579405050340
10.1016/S0376-6357(02)00078-5
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Keywords Behavioral software engineering
Mood
Emotion
Affect
Social aspects of software development
Systematic literature review
Language English
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References Gaur, Herjanto, Makkar (bib0057) 2014; 21
Schubert (bib0060) 2013; 4
Graziotin, Wang, Abrahamsson (bib0010) 2015
Ekman, Friesen, Ellsworth (bib0040) 1972
Fountaine, Sharif (bib0015) 2017
Levenson (bib0037) 2011; 3
Garousi, Fernandes (bib0067) 2016; 71
Ekman (bib0075) 2016; 11
S. Garrido, A systematic review of the studies measuring mood and emotion in response to music., Psychomusicology: Music, Mind, and Brain. 24 (20150406) 316. doi
Ekman, Davidson (bib0068) 1995
Langlotz, Locher (bib0070) 2017
Lenberg, Feldt, Wallgren (bib0017) 2015; 107
Graziotin, Fagerholm, Wang, Abrahamsson (bib0076) 2018; 140
Shaver, Schwartz, Kirson, O'Connor (bib0042) 1987; 52
Kitchenham, Charters (bib0061) 2007
Scherer (bib0025) 2000
Colomo-Palacios, Casado-Lumbreras, Soto-Acosta, Misra, García-Peñalvo (bib0008) 2012; 15
Ortu, Murgia, Destefanis, Tourani, Tonelli, Marchesi, Adams (bib0014) 2016
Müller, Fritz (bib0053) 2015
Clavel, Callejas (bib0032) 2016; 7
Kitchenham, Brereton (bib0066) 2013; 55
Diener, Wirtz, Tov, Kim-Prieto, Choi, Oishi, Biswas-Diener (bib0046) 2010; 97
Microsoft Docs, Detect faces in an image - Face API - Azure Ccognitive Sservices, (n.d.).
Fritz, Begel, Müller, Yigit-Elliott, Züger (bib0055) 2014
Parrott (bib0043) 2001
Murgia, Tourani, Adams, Ortu (bib0011) 2014
Barros-Justo, Zapata, Martinez-Araujo (bib0018) 2018; 16
Warr (bib0072) 1990; 63
Graziotin, Wang, Abrahamsson (bib0063) 2014; 31
Graziotin, Wang, Abrahamsson (bib0012) 2015; 27
Yadollahi, Shahraki, Zaiane (bib0033) 2017; 50
.
Gordon (bib0030) 1981
Colomo-Palacios, Gomez-Berbis, Garcia-Crespo, Puebla-Sanchez, Repository (bib0007) 2008; 4
Shouse (bib0026) 2005; 8
Danescu-Niculescu-Mizil, Sudhof, Jurafsky, Leskovec, Potts (bib0069) 2013
Cabanac (bib0022) 2002; 60
Gachechiladze, Lanubile, Novielli, Serebrenik (bib0002) 2017
Sommerville (bib0001) 2010
Capretz (bib0005) 2014; 31
Graziotin, Wang, Abrahamsson (bib0006) 2014; 2
Storey, Zagalsky, Filho, Singer, German (bib0016) 2017; 43
Sánchez-Gordón, Colomo-Palacios (bib0021) 2019
Plutchik (bib0036) 1984
Vogt, André, Bee (bib0052) 2008
Calefato, Lanubile, Maiorano, Novielli (bib0034) 2018; 23
Mehrabian (bib0035) 1996; 14
Scherer (bib0049) 2005; 44
Shaw (bib0062) 2004
Guzman, Bruegge (bib0013) 2013
Cruz, da Silva, Monteiro, Santos, Rossilei (bib0019) 2011
Wearden, Tarrier, Barrowclough, Zastowny, Rahill (bib0058) 2000; 20
Jalali, Wohlin (bib0065) 2012
Thoits (bib0027) 1989; 15
K. Krippendorff, Computing Krippendorff's Alpha-Reliability, 2011
Russell, Weiss, Mendelsohn (bib0048) 1989; 57
Capretz (bib0073) 2014; 31
Bradley, Lang (bib0047) 1994; 25
Ortu, Destefanis, Counsell, Swift, Tonelli, Marchesi (bib0074) 2016
Moreno-Campos, Sánchez-Gordón, Colomo-Palacios, de Amescua Seco (bib0078) 2014
Ekman (bib0039) 1971; 19
Michel, Shoda, Smith (bib0056) 2004
Kleinginna, Kleinginna (bib0023) 1981; 5
Wrobel (bib0003) 2013
Ekman (bib0041) 1992; 6
Picard (bib0028) 2000
Jongeling, Sarkar, Datta, Serebrenik (bib0054) 2017; 22
Coppin, Sander (bib0050) 2016
Murray, Morgan (bib0031) 1945; 32
Ekman, Cordaro (bib0038) 2011; 3
Watson, Clark, Tellegen (bib0045) 1988; 54
Lenberg, Feldt, Wallgren (bib0009) 2015; 107
Posner, Russell, Peterson (bib0044) 2005; 17
Colomo-Palacios, Casado-Lumbreras, Soto-Acosta, García-Crespo (bib0004) 2011; 17
Wohlin, Runeson, Hst, Ohlsson, Regnell, Wessln (bib0077) 2012
Cruz, da Silva, Capretz (bib0020) 2015; 46
Batson, Shaw, Oleson (bib0024) 1992
Fleckenstein (bib0029) 1991; 11
Warriner, Kuperman, Brysbaert (bib0071) 2013; 45
Coppin (10.1016/j.infsof.2019.08.002_bib0050) 2016
Plutchik (10.1016/j.infsof.2019.08.002_bib0036) 1984
Moreno-Campos (10.1016/j.infsof.2019.08.002_bib0078) 2014
Shaver (10.1016/j.infsof.2019.08.002_bib0042) 1987; 52
Fleckenstein (10.1016/j.infsof.2019.08.002_bib0029) 1991; 11
Colomo-Palacios (10.1016/j.infsof.2019.08.002_bib0008) 2012; 15
Kleinginna (10.1016/j.infsof.2019.08.002_bib0023) 1981; 5
Ekman (10.1016/j.infsof.2019.08.002_bib0038) 2011; 3
Capretz (10.1016/j.infsof.2019.08.002_bib0073) 2014; 31
Ekman (10.1016/j.infsof.2019.08.002_bib0075) 2016; 11
Clavel (10.1016/j.infsof.2019.08.002_bib0032) 2016; 7
Graziotin (10.1016/j.infsof.2019.08.002_bib0006) 2014; 2
Danescu-Niculescu-Mizil (10.1016/j.infsof.2019.08.002_bib0069) 2013
Ekman (10.1016/j.infsof.2019.08.002_bib0068) 1995
10.1016/j.infsof.2019.08.002_bib0051
Barros-Justo (10.1016/j.infsof.2019.08.002_bib0018) 2018; 16
Mehrabian (10.1016/j.infsof.2019.08.002_bib0035) 1996; 14
Jalali (10.1016/j.infsof.2019.08.002_bib0065) 2012
Scherer (10.1016/j.infsof.2019.08.002_bib0025) 2000
10.1016/j.infsof.2019.08.002_bib0059
Warr (10.1016/j.infsof.2019.08.002_bib0072) 1990; 63
Colomo-Palacios (10.1016/j.infsof.2019.08.002_bib0007) 2008; 4
Wohlin (10.1016/j.infsof.2019.08.002_bib0077) 2012
Ekman (10.1016/j.infsof.2019.08.002_bib0041) 1992; 6
Colomo-Palacios (10.1016/j.infsof.2019.08.002_bib0004) 2011; 17
Gordon (10.1016/j.infsof.2019.08.002_bib0030) 1981
Schubert (10.1016/j.infsof.2019.08.002_bib0060) 2013; 4
Wrobel (10.1016/j.infsof.2019.08.002_bib0003) 2013
Kitchenham (10.1016/j.infsof.2019.08.002_bib0061) 2007
Ortu (10.1016/j.infsof.2019.08.002_bib0074) 2016
Cruz (10.1016/j.infsof.2019.08.002_bib0019) 2011
Capretz (10.1016/j.infsof.2019.08.002_bib0005) 2014; 31
Watson (10.1016/j.infsof.2019.08.002_bib0045) 1988; 54
Calefato (10.1016/j.infsof.2019.08.002_bib0034) 2018; 23
Cabanac (10.1016/j.infsof.2019.08.002_bib0022) 2002; 60
Guzman (10.1016/j.infsof.2019.08.002_bib0013) 2013
Storey (10.1016/j.infsof.2019.08.002_bib0016) 2017; 43
Parrott (10.1016/j.infsof.2019.08.002_bib0043) 2001
Fountaine (10.1016/j.infsof.2019.08.002_bib0015) 2017
Graziotin (10.1016/j.infsof.2019.08.002_bib0010) 2015
Bradley (10.1016/j.infsof.2019.08.002_bib0047) 1994; 25
Vogt (10.1016/j.infsof.2019.08.002_bib0052) 2008
Shaw (10.1016/j.infsof.2019.08.002_bib0062) 2004
Ortu (10.1016/j.infsof.2019.08.002_bib0014) 2016
Gachechiladze (10.1016/j.infsof.2019.08.002_bib0002) 2017
Picard (10.1016/j.infsof.2019.08.002_bib0028) 2000
Wearden (10.1016/j.infsof.2019.08.002_bib0058) 2000; 20
Yadollahi (10.1016/j.infsof.2019.08.002_bib0033) 2017; 50
Gaur (10.1016/j.infsof.2019.08.002_bib0057) 2014; 21
Kitchenham (10.1016/j.infsof.2019.08.002_bib0066) 2013; 55
Russell (10.1016/j.infsof.2019.08.002_bib0048) 1989; 57
Lenberg (10.1016/j.infsof.2019.08.002_bib0017) 2015; 107
Jongeling (10.1016/j.infsof.2019.08.002_bib0054) 2017; 22
Sommerville (10.1016/j.infsof.2019.08.002_bib0001) 2010
Diener (10.1016/j.infsof.2019.08.002_bib0046) 2010; 97
Scherer (10.1016/j.infsof.2019.08.002_bib0049) 2005; 44
Ekman (10.1016/j.infsof.2019.08.002_bib0040) 1972
Müller (10.1016/j.infsof.2019.08.002_bib0053) 2015
Shouse (10.1016/j.infsof.2019.08.002_bib0026) 2005; 8
Langlotz (10.1016/j.infsof.2019.08.002_bib0070) 2017
Batson (10.1016/j.infsof.2019.08.002_bib0024) 1992
Levenson (10.1016/j.infsof.2019.08.002_bib0037) 2011; 3
Murgia (10.1016/j.infsof.2019.08.002_bib0011) 2014
Graziotin (10.1016/j.infsof.2019.08.002_bib0012) 2015; 27
Cruz (10.1016/j.infsof.2019.08.002_bib0020) 2015; 46
Ekman (10.1016/j.infsof.2019.08.002_bib0039) 1971; 19
Warriner (10.1016/j.infsof.2019.08.002_bib0071) 2013; 45
Sánchez-Gordón (10.1016/j.infsof.2019.08.002_bib0021) 2019
Thoits (10.1016/j.infsof.2019.08.002_bib0027) 1989; 15
Lenberg (10.1016/j.infsof.2019.08.002_bib0009) 2015; 107
Murray (10.1016/j.infsof.2019.08.002_bib0031) 1945; 32
10.1016/j.infsof.2019.08.002_bib0064
Posner (10.1016/j.infsof.2019.08.002_bib0044) 2005; 17
Graziotin (10.1016/j.infsof.2019.08.002_bib0063) 2014; 31
Fritz (10.1016/j.infsof.2019.08.002_bib0055) 2014
Graziotin (10.1016/j.infsof.2019.08.002_bib0076) 2018; 140
Garousi (10.1016/j.infsof.2019.08.002_bib0067) 2016; 71
Michel (10.1016/j.infsof.2019.08.002_bib0056) 2004
References_xml – year: 2010
  ident: bib0001
  article-title: Software Engineering
– start-page: 188
  year: 2008
  end-page: 199
  ident: bib0052
  article-title: EmoVoice — A framework for online recognition of emotions from voice
  publication-title: Perception in Multimodal Dialogue Systems
– volume: 31
  start-page: 24
  year: 2014
  end-page: 27
  ident: bib0063
  article-title: Software developers, moods, emotions, and performance
  publication-title: IEEE Softw.
– volume: 140
  start-page: 32
  year: 2018
  end-page: 47
  ident: bib0076
  article-title: What happens when software developers are (un)happy
  publication-title: J. Syst. Softw.
– volume: 50
  start-page: 1
  year: 2017
  end-page: 25
  ident: bib0033
  article-title: Current state of text sentiment analysis from opinion to emotion mining
  publication-title: ACM Comput. Surv.
– start-page: 688
  year: 2015
  end-page: 699
  ident: bib0053
  article-title: Stuck and frustrated or in flow and happy: sensing developers’ emotions and progress
  publication-title: 2015 IEEE/ACM 37th IEEE International Conference on Software Engineering
– year: 2007
  ident: bib0061
  article-title: Guidelines for performing Systematic Literature Reviews in Software Engineering
– volume: 97
  start-page: 143
  year: 2010
  end-page: 156
  ident: bib0046
  article-title: New well-being measures: short scales to assess flourishing and positive and negative feelings
  publication-title: Soc. Indic. Res.
– reference: K. Krippendorff, Computing Krippendorff's Alpha-Reliability, 2011,
– volume: 11
  start-page: 447
  year: 1991
  end-page: 453
  ident: bib0029
  article-title: Defining affect in relation to cognition: a response to Susan McLeod
  publication-title: J. Advan. Compos.
– start-page: 1
  year: 2011
  end-page: 10
  ident: bib0019
  article-title: Personality in software engineering: preliminary findings from a systematic literature review
  publication-title: 15th Annual Conference on Evaluation Assessment in Software Engineering (EASE 2011)
– volume: 44
  start-page: 695
  year: 2005
  end-page: 729
  ident: bib0049
  article-title: What are emotions? And how can they be measured?
  publication-title: Soc. Sci. Inform.
– start-page: 287
  year: 2017
  end-page: 322
  ident: bib0070
  article-title: (Im)politeness and Emotion
  publication-title: The Palgrave Handbook of Linguistic (Im)Politeness
– start-page: 11
  year: 2017
  end-page: 14
  ident: bib0002
  article-title: Anger and Its Direction in Collaborative Software Development
  publication-title: 2017 IEEE/ACM 39th International Conference on Software Engineering: New Ideas and Emerging Technologies Results Track (ICSE-NIER)
– year: 2000
  ident: bib0028
  article-title: Affective Computing
– volume: 5
  start-page: 345
  year: 1981
  end-page: 379
  ident: bib0023
  article-title: A categorized list of emotion definitions, with suggestions for a consensual definition
  publication-title: Motiv. Emot.
– volume: 54
  start-page: 1063
  year: 1988
  end-page: 1070
  ident: bib0045
  article-title: Development and validation of brief measures of positive and negative affect: the PANAS scales
  publication-title: J. Pers. Soc. Psychol.
– reference: Microsoft Docs, Detect faces in an image - Face API - Azure Ccognitive Sservices, (n.d.).
– start-page: 480
  year: 2016
  end-page: 483
  ident: bib0014
  article-title: The emotional side of software developers in JIRA
  publication-title: 2016 IEEE/ACM 13th Working Conference on Mining Software Repositories (MSR)
– start-page: 137
  year: 2000
  end-page: 162
  ident: bib0025
  article-title: Psychological models of emotion
  publication-title: The Neuropsychology of Emotion
– volume: 23
  start-page: 1352
  year: 2018
  end-page: 1382
  ident: bib0034
  article-title: Sentiment polarity detection for software development
  publication-title: Empir. Softw. Eng.
– start-page: 29
  year: 2012
  end-page: 38
  ident: bib0065
  article-title: Systematic literature studies: database searches vs. backward snowballing
  publication-title: Proceedings of the 2012 ACM-IEEE International Symposium on Empirical Software Engineering and Measurement
– year: 1972
  ident: bib0040
  article-title: Emotion in the Human face: Guidelines for Research and an Integration of Findings
– volume: 22
  start-page: 2543
  year: 2017
  end-page: 2584
  ident: bib0054
  article-title: On negative results when using sentiment analysis tools for software engineering research
  publication-title: Empir. Softw. Eng.
– volume: 71
  start-page: 108
  year: 2016
  end-page: 128
  ident: bib0067
  article-title: Highly-cited papers in software engineering: the top-100
  publication-title: Inform. Softw. Technol.
– volume: 2
  start-page: e289
  year: 2014
  ident: bib0006
  article-title: Happy software developers solve problems better: psychological measurements in empirical software engineering
  publication-title: PeerJ.
– reference: S. Garrido, A systematic review of the studies measuring mood and emotion in response to music., Psychomusicology: Music, Mind, and Brain. 24 (20150406) 316. doi:
– volume: 25
  start-page: 49
  year: 1994
  end-page: 59
  ident: bib0047
  article-title: Measuring emotion: the self-assessment Manikin and the semantic differential
  publication-title: J. Behav. Ther. Exp. Psychiatry
– volume: 46
  start-page: 94
  year: 2015
  end-page: 113
  ident: bib0020
  article-title: Forty years of research on personality in software engineering: a mapping study
  publication-title: Comput. Hum. Behav.
– volume: 3
  start-page: 364
  year: 2011
  end-page: 370
  ident: bib0038
  article-title: What is meant by calling emotions basic
  publication-title: Emot. Rev.
– volume: 21
  start-page: 917
  year: 2014
  end-page: 923
  ident: bib0057
  article-title: Review of emotions research in marketing, 2002–2013
  publication-title: J. Retail. Consum. Serv.
– start-page: 562
  year: 1981
  end-page: 592
  ident: bib0030
  article-title: The sociology of sentiments and emotion
  publication-title: Social Psychology: Sociological Perspectives
– start-page: 262
  year: 2014
  end-page: 271
  ident: bib0011
  article-title: Do sevelopers feel emotions? An exploratory analysis of emotions in software artifacts
  publication-title: Proceedings of the 11th Working Conference on Mining Software Repositories
– year: 2019
  ident: bib0021
  article-title: Online appendix: the emotional pulse of software engineering
  publication-title: Figshare
– volume: 14
  start-page: 261
  year: 1996
  end-page: 292
  ident: bib0035
  article-title: Pleasure-arousal-dominance: a general framework for describing and measuring individual differences in temperament
  publication-title: Curr. Psychol.
– volume: 17
  start-page: 715
  year: 2005
  end-page: 734
  ident: bib0044
  article-title: The circumplex model of affect: an integrative approach to affective neuroscience, cognitive development, and psychopathology
  publication-title: Dev. Psychopathol.
– year: 1995
  ident: bib0068
  article-title: The Nature of Emotion: Fundamental Questions
– volume: 31
  start-page: 104
  year: 2014
  ident: bib0073
  article-title: Bringing the human factor to software engineering
  publication-title: IEEE Softw.
– volume: 17
  start-page: 1281
  year: 2011
  end-page: 1298
  ident: bib0004
  article-title: Using the affect grid to measure emotions in software requirements engineering
  publication-title: J. Univers. Comput. Sci.
– start-page: 518
  year: 2013
  end-page: 523
  ident: bib0003
  article-title: Emotions in the software development process
  publication-title: 2013 6th International Conference on Human System Interactions (HSI)
– volume: 16
  start-page: 1213
  year: 2018
  end-page: 1218
  ident: bib0018
  article-title: Are you sure you are happy?
  publication-title: IEEE Lat. Am. Trans.
– start-page: 197
  year: 1984
  end-page: 219
  ident: bib0036
  article-title: Emotions : a general psychoevolutionary theory
  publication-title: Approache. Emot.
– start-page: 671
  year: 2013
  end-page: 674
  ident: bib0013
  article-title: Towards Emotional Awareness in Software Development Teams, in: proceedings of the 2013 9th Joint Meeting on Foundations of Software Engineering
– start-page: 1
  year: 2014
  end-page: 12
  ident: bib0078
  article-title: Towards measuring the impact of the ISO/IEC 29110 standard: a systematic review
  publication-title: Proceedings of 21st EuroSPI 2014 Conference
– volume: 45
  start-page: 1191
  year: 2013
  end-page: 1207
  ident: bib0071
  article-title: Norms of valence, arousal, and dominance for 13,915 English lemmas
  publication-title: Behav Res.
– volume: 3
  start-page: 379
  year: 2011
  end-page: 386
  ident: bib0037
  article-title: Basic emotion questions
  publication-title: Emot. Rev.
– volume: 107
  start-page: 15
  year: 2015
  end-page: 37
  ident: bib0017
  article-title: Behavioral software engineering: a definition and systematic literature review
  publication-title: J. Syst. Softw.
– volume: 6
  start-page: 169
  year: 1992
  end-page: 200
  ident: bib0041
  article-title: An argument for basic emotions
  publication-title: Cognition and Emotion
– start-page: 124
  year: 2004
  end-page: 126
  ident: bib0062
  article-title: The emotions of systems developers: an empirical study of affective events theory
  publication-title: Proceedings of the 2004 SIGMIS Conference on Computer Personnel Research: Careers, Culture, and Ethics in a Networked Environment
– volume: 11
  start-page: 31
  year: 2016
  end-page: 34
  ident: bib0075
  article-title: What scientists who study emotion agree about
  publication-title: Perspect. Psychol. Sci.
– volume: 20
  start-page: 633
  year: 2000
  end-page: 666
  ident: bib0058
  article-title: A review of expressed emotion research in health care
  publication-title: Clin. Psychol. Rev.
– volume: 107
  start-page: 15
  year: 2015
  end-page: 37
  ident: bib0009
  article-title: Behavioral software engineering: a definition and systematic literature review
  publication-title: J. Syst. Softw.
– volume: 8
  start-page: 1
  year: 2005
  ident: bib0026
  article-title: Feeling, emotion, affect
  publication-title: M/C J.
– volume: 4
  start-page: 4
  year: 2013
  ident: bib0060
  article-title: Emotion felt by the listener and expressed by the music: literature review and theoretical perspectives
  publication-title: Front. Psychol.
– volume: 27
  start-page: 467
  year: 2015
  end-page: 487
  ident: bib0012
  article-title: Do feelings matter? On the correlation of affects and the self-assessed productivity in software engineering
  publication-title: J. Softw. Evol. Process
– volume: 4
  start-page: 452
  year: 2008
  end-page: 464
  ident: bib0007
  article-title: using semantics and social web in software projects
  publication-title: Int. J. Knowl. Learn.
– start-page: 402
  year: 2014
  end-page: 413
  ident: bib0055
  article-title: Using psycho-physiological measures to assess task difficulty in software development
  publication-title: Proceedings of the 36th International Conference on Software Engineering
– start-page: 3
  year: 2016
  end-page: 30
  ident: bib0050
  article-title: 1 - Theoretical approaches to emotion and its measurement
  publication-title: Emotion Measurement
– volume: 15
  start-page: 317
  year: 1989
  end-page: 342
  ident: bib0027
  article-title: The sociology of emotions
  publication-title: Annu. Rev. Sociol.
– volume: 55
  start-page: 2049
  year: 2013
  end-page: 2075
  ident: bib0066
  article-title: A systematic review of systematic review process research in software engineering
  publication-title: Inform. Softw. Technol.
– volume: 57
  start-page: 493
  year: 1989
  end-page: 502
  ident: bib0048
  article-title: The affect grid - a single-item scale of pleasure and arousal
  publication-title: J. Pers. Soc. Psychol.
– start-page: 28
  year: 2017
  end-page: 31
  ident: bib0015
  article-title: Emotional awareness in software development: theory and measurement
  publication-title: 2017 IEEE/ACM 2nd International Workshop on Emotion Awareness in Software Engineering (SEmotion)
– volume: 32
  start-page: 153
  year: 1945
  end-page: 311
  ident: bib0031
  article-title: A clinical study of sentiments (I)
  publication-title: Genet. Psychol. Monogr.
– volume: 31
  start-page: 104
  year: 2014
  ident: bib0005
  article-title: Bringing the Human Factor to Software Engineering
  publication-title: IEEE Softw.
– year: 2004
  ident: bib0056
  article-title: Introduction to Personality: Towards an Integration
– year: 2012
  ident: bib0077
  article-title: Experimentation in Software Engineering
– year: 2001
  ident: bib0043
  article-title: Emotions in Social Psychology: Essential readings
– start-page: 294
  year: 1992
  end-page: 326
  ident: bib0024
  article-title: Differentiating affect, mood, and emotion: toward functionally based conceptual distinctions
  publication-title: Emotion
– volume: 60
  start-page: 69
  year: 2002
  end-page: 83
  ident: bib0022
  article-title: What is emotion?
  publication-title: Behav. Processes.
– volume: 43
  start-page: 185
  year: 2017
  end-page: 204
  ident: bib0016
  article-title: How social and communication channels shape and challenge a participatory culture in software development
  publication-title: IEEE Trans. Softw. Eng.
– volume: 52
  start-page: 1061
  year: 1987
  end-page: 1086
  ident: bib0042
  article-title: Emotion knowledge: further exploration of a prototype approach
  publication-title: J. Pers. Soc. Psychol.
– start-page: 250
  year: 2013
  end-page: 259
  ident: bib0069
  article-title: A computational approach to politeness with application to social factors
  publication-title: Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
– reference: .
– volume: 7
  start-page: 74
  year: 2016
  end-page: 93
  ident: bib0032
  article-title: Sentiment analysis: from opinion mining to human-agent interaction
  publication-title: IEEE Trans. Affective Comput.
– start-page: 123
  year: 2015
  end-page: 124
  ident: bib0010
  article-title: The affect of software developers: common misconceptions and measurements
  publication-title: 2015 IEEE/ACM 8th International Workshop on Cooperative and Human Aspects of Software Engineering
– start-page: 144
  year: 2016
  end-page: 155
  ident: bib0074
  article-title: Arsonists or firefighters? Affectiveness in agile software development
  publication-title: Agile Processes, in Software Engineering, and Extreme Programming
– volume: 63
  start-page: 193
  year: 1990
  end-page: 210
  ident: bib0072
  article-title: The measurement of well-being and other aspects of mental health
  publication-title: J. Occup. Psychol.
– volume: 15
  start-page: 30
  year: 2012
  end-page: 54
  ident: bib0008
  article-title: Analyzing human resource management practices within the GSD context
  publication-title: J. Glob. Inform. Technol. Manag.
– volume: 19
  start-page: 207
  year: 1971
  end-page: 283
  ident: bib0039
  article-title: Universals and cultural differences in facial expressions of emotion
  publication-title: Nebr. Symp. Motiv.
– volume: 57
  start-page: 493
  year: 1989
  ident: 10.1016/j.infsof.2019.08.002_bib0048
  article-title: The affect grid - a single-item scale of pleasure and arousal
  publication-title: J. Pers. Soc. Psychol.
  doi: 10.1037/0022-3514.57.3.493
– start-page: 188
  year: 2008
  ident: 10.1016/j.infsof.2019.08.002_bib0052
  article-title: EmoVoice — A framework for online recognition of emotions from voice
– start-page: 1
  year: 2011
  ident: 10.1016/j.infsof.2019.08.002_bib0019
  article-title: Personality in software engineering: preliminary findings from a systematic literature review
– year: 1995
  ident: 10.1016/j.infsof.2019.08.002_bib0068
– volume: 3
  start-page: 379
  year: 2011
  ident: 10.1016/j.infsof.2019.08.002_bib0037
  article-title: Basic emotion questions
  publication-title: Emot. Rev.
  doi: 10.1177/1754073911410743
– year: 2012
  ident: 10.1016/j.infsof.2019.08.002_bib0077
– volume: 16
  start-page: 1213
  year: 2018
  ident: 10.1016/j.infsof.2019.08.002_bib0018
  article-title: Are you sure you are happy?
  publication-title: IEEE Lat. Am. Trans.
  doi: 10.1109/TLA.2018.8362159
– volume: 54
  start-page: 1063
  year: 1988
  ident: 10.1016/j.infsof.2019.08.002_bib0045
  article-title: Development and validation of brief measures of positive and negative affect: the PANAS scales
  publication-title: J. Pers. Soc. Psychol.
  doi: 10.1037/0022-3514.54.6.1063
– volume: 4
  start-page: 452
  year: 2008
  ident: 10.1016/j.infsof.2019.08.002_bib0007
  article-title: using semantics and social web in software projects
  publication-title: Int. J. Knowl. Learn.
  doi: 10.1504/IJKL.2008.022063
– volume: 14
  start-page: 261
  year: 1996
  ident: 10.1016/j.infsof.2019.08.002_bib0035
  article-title: Pleasure-arousal-dominance: a general framework for describing and measuring individual differences in temperament
  publication-title: Curr. Psychol.
  doi: 10.1007/BF02686918
– volume: 55
  start-page: 2049
  year: 2013
  ident: 10.1016/j.infsof.2019.08.002_bib0066
  article-title: A systematic review of systematic review process research in software engineering
  publication-title: Inform. Softw. Technol.
  doi: 10.1016/j.infsof.2013.07.010
– volume: 107
  start-page: 15
  year: 2015
  ident: 10.1016/j.infsof.2019.08.002_bib0017
  article-title: Behavioral software engineering: a definition and systematic literature review
  publication-title: J. Syst. Softw.
  doi: 10.1016/j.jss.2015.04.084
– start-page: 28
  year: 2017
  ident: 10.1016/j.infsof.2019.08.002_bib0015
  article-title: Emotional awareness in software development: theory and measurement
– volume: 19
  start-page: 207
  year: 1971
  ident: 10.1016/j.infsof.2019.08.002_bib0039
  article-title: Universals and cultural differences in facial expressions of emotion
  publication-title: Nebr. Symp. Motiv.
– volume: 44
  start-page: 695
  year: 2005
  ident: 10.1016/j.infsof.2019.08.002_bib0049
  article-title: What are emotions? And how can they be measured?
  publication-title: Soc. Sci. Inform.
  doi: 10.1177/0539018405058216
– volume: 50
  start-page: 1
  issue: 25
  year: 2017
  ident: 10.1016/j.infsof.2019.08.002_bib0033
  article-title: Current state of text sentiment analysis from opinion to emotion mining
  publication-title: ACM Comput. Surv.
– year: 2019
  ident: 10.1016/j.infsof.2019.08.002_bib0021
  article-title: Online appendix: the emotional pulse of software engineering
  publication-title: Figshare
– start-page: 294
  year: 1992
  ident: 10.1016/j.infsof.2019.08.002_bib0024
  article-title: Differentiating affect, mood, and emotion: toward functionally based conceptual distinctions
– start-page: 688
  year: 2015
  ident: 10.1016/j.infsof.2019.08.002_bib0053
  article-title: Stuck and frustrated or in flow and happy: sensing developers’ emotions and progress
– start-page: 480
  year: 2016
  ident: 10.1016/j.infsof.2019.08.002_bib0014
  article-title: The emotional side of software developers in JIRA
– volume: 31
  start-page: 104
  year: 2014
  ident: 10.1016/j.infsof.2019.08.002_bib0005
  article-title: Bringing the Human Factor to Software Engineering
  publication-title: IEEE Softw.
  doi: 10.1109/MS.2014.30
– volume: 3
  start-page: 364
  issue: 4
  year: 2011
  ident: 10.1016/j.infsof.2019.08.002_bib0038
  article-title: What is meant by calling emotions basic
  publication-title: Emot. Rev.
  doi: 10.1177/1754073911410740
– volume: 97
  start-page: 143
  issue: 2
  year: 2010
  ident: 10.1016/j.infsof.2019.08.002_bib0046
  article-title: New well-being measures: short scales to assess flourishing and positive and negative feelings
  publication-title: Soc. Indic. Res.
  doi: 10.1007/s11205-009-9493-y
– volume: 32
  start-page: 153
  year: 1945
  ident: 10.1016/j.infsof.2019.08.002_bib0031
  article-title: A clinical study of sentiments (I)
  publication-title: Genet. Psychol. Monogr.
– volume: 21
  start-page: 917
  year: 2014
  ident: 10.1016/j.infsof.2019.08.002_bib0057
  article-title: Review of emotions research in marketing, 2002–2013
  publication-title: J. Retail. Consum. Serv.
  doi: 10.1016/j.jretconser.2014.08.009
– volume: 15
  start-page: 30
  year: 2012
  ident: 10.1016/j.infsof.2019.08.002_bib0008
  article-title: Analyzing human resource management practices within the GSD context
  publication-title: J. Glob. Inform. Technol. Manag.
– volume: 2
  start-page: e289
  year: 2014
  ident: 10.1016/j.infsof.2019.08.002_bib0006
  article-title: Happy software developers solve problems better: psychological measurements in empirical software engineering
  publication-title: PeerJ.
  doi: 10.7717/peerj.289
– volume: 31
  start-page: 24
  issue: 4
  year: 2014
  ident: 10.1016/j.infsof.2019.08.002_bib0063
  article-title: Software developers, moods, emotions, and performance
  publication-title: IEEE Softw.
  doi: 10.1109/MS.2014.94
– start-page: 671
  year: 2013
  ident: 10.1016/j.infsof.2019.08.002_bib0013
– volume: 4
  start-page: 4
  year: 2013
  ident: 10.1016/j.infsof.2019.08.002_bib0060
  article-title: Emotion felt by the listener and expressed by the music: literature review and theoretical perspectives
  publication-title: Front. Psychol.
  doi: 10.3389/fpsyg.2013.00837
– start-page: 29
  year: 2012
  ident: 10.1016/j.infsof.2019.08.002_bib0065
  article-title: Systematic literature studies: database searches vs. backward snowballing
– start-page: 11
  year: 2017
  ident: 10.1016/j.infsof.2019.08.002_bib0002
  article-title: Anger and Its Direction in Collaborative Software Development
– start-page: 250
  year: 2013
  ident: 10.1016/j.infsof.2019.08.002_bib0069
  article-title: A computational approach to politeness with application to social factors
– volume: 52
  start-page: 1061
  year: 1987
  ident: 10.1016/j.infsof.2019.08.002_bib0042
  article-title: Emotion knowledge: further exploration of a prototype approach
  publication-title: J. Pers. Soc. Psychol.
  doi: 10.1037/0022-3514.52.6.1061
– year: 2001
  ident: 10.1016/j.infsof.2019.08.002_bib0043
– ident: 10.1016/j.infsof.2019.08.002_bib0051
– volume: 31
  start-page: 104
  year: 2014
  ident: 10.1016/j.infsof.2019.08.002_bib0073
  article-title: Bringing the human factor to software engineering
  publication-title: IEEE Softw.
  doi: 10.1109/MS.2014.30
– start-page: 144
  year: 2016
  ident: 10.1016/j.infsof.2019.08.002_bib0074
  article-title: Arsonists or firefighters? Affectiveness in agile software development
– start-page: 123
  year: 2015
  ident: 10.1016/j.infsof.2019.08.002_bib0010
  article-title: The affect of software developers: common misconceptions and measurements
– volume: 23
  start-page: 1352
  year: 2018
  ident: 10.1016/j.infsof.2019.08.002_bib0034
  article-title: Sentiment polarity detection for software development
  publication-title: Empir. Softw. Eng.
  doi: 10.1007/s10664-017-9546-9
– start-page: 518
  year: 2013
  ident: 10.1016/j.infsof.2019.08.002_bib0003
  article-title: Emotions in the software development process
– volume: 63
  start-page: 193
  issue: 3
  year: 1990
  ident: 10.1016/j.infsof.2019.08.002_bib0072
  article-title: The measurement of well-being and other aspects of mental health
  publication-title: J. Occup. Psychol.
  doi: 10.1111/j.2044-8325.1990.tb00521.x
– start-page: 197
  year: 1984
  ident: 10.1016/j.infsof.2019.08.002_bib0036
  article-title: Emotions : a general psychoevolutionary theory
  publication-title: Approache. Emot.
– volume: 11
  start-page: 447
  year: 1991
  ident: 10.1016/j.infsof.2019.08.002_bib0029
  article-title: Defining affect in relation to cognition: a response to Susan McLeod
  publication-title: J. Advan. Compos.
– volume: 107
  start-page: 15
  year: 2015
  ident: 10.1016/j.infsof.2019.08.002_bib0009
  article-title: Behavioral software engineering: a definition and systematic literature review
  publication-title: J. Syst. Softw.
  doi: 10.1016/j.jss.2015.04.084
– volume: 5
  start-page: 345
  year: 1981
  ident: 10.1016/j.infsof.2019.08.002_bib0023
  article-title: A categorized list of emotion definitions, with suggestions for a consensual definition
  publication-title: Motiv. Emot.
  doi: 10.1007/BF00992553
– start-page: 562
  year: 1981
  ident: 10.1016/j.infsof.2019.08.002_bib0030
  article-title: The sociology of sentiments and emotion
– volume: 25
  start-page: 49
  year: 1994
  ident: 10.1016/j.infsof.2019.08.002_bib0047
  article-title: Measuring emotion: the self-assessment Manikin and the semantic differential
  publication-title: J. Behav. Ther. Exp. Psychiatry
  doi: 10.1016/0005-7916(94)90063-9
– start-page: 287
  year: 2017
  ident: 10.1016/j.infsof.2019.08.002_bib0070
  article-title: (Im)politeness and Emotion
– volume: 45
  start-page: 1191
  issue: 4
  year: 2013
  ident: 10.1016/j.infsof.2019.08.002_bib0071
  article-title: Norms of valence, arousal, and dominance for 13,915 English lemmas
  publication-title: Behav Res.
  doi: 10.3758/s13428-012-0314-x
– start-page: 402
  year: 2014
  ident: 10.1016/j.infsof.2019.08.002_bib0055
  article-title: Using psycho-physiological measures to assess task difficulty in software development
– year: 1972
  ident: 10.1016/j.infsof.2019.08.002_bib0040
– volume: 15
  start-page: 317
  issue: 1
  year: 1989
  ident: 10.1016/j.infsof.2019.08.002_bib0027
  article-title: The sociology of emotions
  publication-title: Annu. Rev. Sociol.
  doi: 10.1146/annurev.so.15.080189.001533
– volume: 11
  start-page: 31
  issue: 1
  year: 2016
  ident: 10.1016/j.infsof.2019.08.002_bib0075
  article-title: What scientists who study emotion agree about
  publication-title: Perspect. Psychol. Sci.
  doi: 10.1177/1745691615596992
– start-page: 262
  year: 2014
  ident: 10.1016/j.infsof.2019.08.002_bib0011
  article-title: Do sevelopers feel emotions? An exploratory analysis of emotions in software artifacts
– volume: 17
  start-page: 1281
  year: 2011
  ident: 10.1016/j.infsof.2019.08.002_bib0004
  article-title: Using the affect grid to measure emotions in software requirements engineering
  publication-title: J. Univers. Comput. Sci.
– volume: 27
  start-page: 467
  year: 2015
  ident: 10.1016/j.infsof.2019.08.002_bib0012
  article-title: Do feelings matter? On the correlation of affects and the self-assessed productivity in software engineering
  publication-title: J. Softw. Evol. Process
  doi: 10.1002/smr.1673
– volume: 46
  start-page: 94
  year: 2015
  ident: 10.1016/j.infsof.2019.08.002_bib0020
  article-title: Forty years of research on personality in software engineering: a mapping study
  publication-title: Comput. Hum. Behav.
  doi: 10.1016/j.chb.2014.12.008
– volume: 7
  start-page: 74
  issue: 1
  year: 2016
  ident: 10.1016/j.infsof.2019.08.002_bib0032
  article-title: Sentiment analysis: from opinion mining to human-agent interaction
  publication-title: IEEE Trans. Affective Comput.
  doi: 10.1109/TAFFC.2015.2444846
– volume: 20
  start-page: 633
  issue: 5
  year: 2000
  ident: 10.1016/j.infsof.2019.08.002_bib0058
  article-title: A review of expressed emotion research in health care
  publication-title: Clin. Psychol. Rev.
  doi: 10.1016/S0272-7358(99)00008-2
– start-page: 1
  year: 2014
  ident: 10.1016/j.infsof.2019.08.002_bib0078
  article-title: Towards measuring the impact of the ISO/IEC 29110 standard: a systematic review
– volume: 71
  start-page: 108
  year: 2016
  ident: 10.1016/j.infsof.2019.08.002_bib0067
  article-title: Highly-cited papers in software engineering: the top-100
  publication-title: Inform. Softw. Technol.
  doi: 10.1016/j.infsof.2015.11.003
– volume: 140
  start-page: 32
  year: 2018
  ident: 10.1016/j.infsof.2019.08.002_bib0076
  article-title: What happens when software developers are (un)happy
  publication-title: J. Syst. Softw.
  doi: 10.1016/j.jss.2018.02.041
– year: 2004
  ident: 10.1016/j.infsof.2019.08.002_bib0056
– ident: 10.1016/j.infsof.2019.08.002_bib0064
– year: 2010
  ident: 10.1016/j.infsof.2019.08.002_bib0001
– year: 2000
  ident: 10.1016/j.infsof.2019.08.002_bib0028
– volume: 8
  start-page: 1
  year: 2005
  ident: 10.1016/j.infsof.2019.08.002_bib0026
  article-title: Feeling, emotion, affect
  publication-title: M/C J.
  doi: 10.5204/mcj.2443
– ident: 10.1016/j.infsof.2019.08.002_bib0059
  doi: 10.1037/pmu0000072
– volume: 6
  start-page: 169
  year: 1992
  ident: 10.1016/j.infsof.2019.08.002_bib0041
  article-title: An argument for basic emotions
  publication-title: Cognition and Emotion
  doi: 10.1080/02699939208411068
– volume: 43
  start-page: 185
  issue: 2
  year: 2017
  ident: 10.1016/j.infsof.2019.08.002_bib0016
  article-title: How social and communication channels shape and challenge a participatory culture in software development
  publication-title: IEEE Trans. Softw. Eng.
  doi: 10.1109/TSE.2016.2584053
– start-page: 3
  year: 2016
  ident: 10.1016/j.infsof.2019.08.002_bib0050
  article-title: 1 - Theoretical approaches to emotion and its measurement
– start-page: 124
  year: 2004
  ident: 10.1016/j.infsof.2019.08.002_bib0062
  article-title: The emotions of systems developers: an empirical study of affective events theory
– volume: 22
  start-page: 2543
  issue: 5
  year: 2017
  ident: 10.1016/j.infsof.2019.08.002_bib0054
  article-title: On negative results when using sentiment analysis tools for software engineering research
  publication-title: Empir. Softw. Eng.
  doi: 10.1007/s10664-016-9493-x
– start-page: 137
  year: 2000
  ident: 10.1016/j.infsof.2019.08.002_bib0025
  article-title: Psychological models of emotion
– volume: 17
  start-page: 715
  issue: 03
  year: 2005
  ident: 10.1016/j.infsof.2019.08.002_bib0044
  article-title: The circumplex model of affect: an integrative approach to affective neuroscience, cognitive development, and psychopathology
  publication-title: Dev. Psychopathol.
  doi: 10.1017/S0954579405050340
– volume: 60
  start-page: 69
  year: 2002
  ident: 10.1016/j.infsof.2019.08.002_bib0022
  article-title: What is emotion?
  publication-title: Behav. Processes.
  doi: 10.1016/S0376-6357(02)00078-5
– year: 2007
  ident: 10.1016/j.infsof.2019.08.002_bib0061
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Snippet Over the past 50 years of Software Engineering, numerous studies have acknowledged the importance of human factors. However, software developers’ emotions are...
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SubjectTerms Affect
Behavioral software engineering
Emotion
Mood
Social aspects of software development
Systematic literature review
Title Taking the emotional pulse of software engineering — A systematic literature review of empirical studies
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