How funny is ChatGPT? A comparison of human- and A.I.-produced jokes.

Can a large language model produce humor? Past research has focused on anecdotal examples of large language models succeeding or failing at producing humor. These examples, while interesting, do not examine ChatGPT's humor production abilities in ways comparable to humans' abilities, nor do they shed light on how funny ChatGPT is to the general public. To provide a systematic test, we asked ChatGPT 3.5 and laypeople to respond to the same humor prompts (Study 1). We also asked ChatGPT 3.5 to generate humorous satirical headlines in the style of The Onion and compared them to published headlines of the satirical magazine, written by professional comedy writers (Study 2). In both studies, human participants rated the funniness of the human and A.I.-produced responses without being aware of their source. ChatGPT 3.5-produced jokes were rated as equally funny or funnier than human-produced jokes regardless of the comedic task and the expertise of the human comedy writer.

A contextual-based approach for sarcasm detection.

Sarcasm is a perplexing form of human expression that presents distinct challenges in understanding. The problem of sarcasm detection has centered around analyzing individual utterances in isolation which may not provide a comprehensive understanding of the speaker's sarcastic intent. Our work addresses this problem by exploring and understanding the specific contextual cues that contribute to sarcasm. In this paper, we propose an enhanced approach for sarcasm detection using contextual features. Our methodology involves employing pre-trained transformer models, RoBERTa and DistilBERT, and fine-tuning them on two datasets: the News Headlines and the Mustard datasets. Incorporating contextual information, the proposed approach yielded the best performance, achieving an impressive F1 score of 99% on News Headlines dataset and 90% on Mustard dataset. Moreover, we experimented summarizing the context into a concise short sentence. This enhancement reduced training time by 35.5% of the original time. We further validated the model trained on the News headlines dataset against the Reddit dataset, which resulted in 49% F1 score without context data. However, with the inclusion of context data, the F1 score surged to 75%. Proposed approach enhances the understanding of sarcasm in different contextual settings, enabling more accurate sentiment analysis and better decision-making in various applications.

Humor in parenting: Does it have a role?

BACKGROUND: Despite the widespread use of humor in social interactions and the considerable literature on humor in multiple fields of study, the use of humor in parenting has received very little formal study. The purpose of this pilot study was to gather preliminary data on the use of humor in the raising of children. MATERIALS AND METHODS: We developed and administered a 10-item survey to measure people's experiences being raised with humor and their views regarding humor as a parenting tool. Responses were aggregated into Disagree, Indeterminate, and Agree, and analyzed using standard statistical methods. RESULTS: Respondents (n = 312) predominantly identified as male (63.6%) and white (76.6%) and were (by selection) between the ages of 18-45 years old. The majority of participants reported that they: were raised by people who used humor in their parenting (55.2%); believe humor can be an effective parenting tool (71.8%) and in that capacity has more potential benefit than harm (63.3%); either use (or plan to use) humor in parenting their own children (61.8%); and would value a course on how to utilize humor in parenting (69.7%). Significant correlations were found between the use of humor and both i) the quality of respondents' relationships with their parents and ii) assessments of how good a job their parents had done. CONCLUSIONS: In this pilot study, respondents of childbearing/rearing age reported positive views about humor as a parenting tool.

Mitigating Identity-Related Anxiety through Humor and Immersive Storytelling with 360-Degree Video in Virtual Reality: A Study on Microaggressions' Mental Health Effects.

Background: Microaggressions are subtle slights that can cause significant psychological distress among marginalized groups. Few studies have explored interventions that might mitigate these effects. Objective: This study aimed to investigate if and how humor-infused immersive storytelling via virtual reality (VR) could reduce identity-related psychological distress caused by microaggressions. Methods: Using a community-based participatory research approach, we developed a 7-min 360-degree VR film depicting scenarios of microaggressions across various identities. Forty-six college students participated in a controlled study where they were exposed to this immersive VR experience. We measured identity-related psychological anxiety, character identification, perceived humor, and perceived psychological presence. Results: The findings demonstrated a significant anxiety reduction following the VR intervention, supporting the efficacy of humor-infused storytelling in alleviating the impact of microaggressions. Character identification significantly predicted anxiety reduction, while perceived humor and psychological presence did not directly influence anxiety reduction but indirectly contributed through enhanced character identification. Conclusions: Humor-infused immersive storytelling, facilitated by VR, effectively reduces identity-related psychological distress primarily through character identification. The structural equation modeling results emphasize the importance of integrating humor and psychological presence to enhance character connection, advocating for a balanced approach that combines traditional narrative elements with technological innovations in health interventions aimed at combating the adverse psychological effects of microaggressions.

First They Scream, Then They Laugh: The Cognitive Intersections of Humor and Fear.

On the surface, fear and humor seem like polar opposite states of mind, yet throughout our lives they continually interact. In this paper, we synthesize neurobiological, psychological, and evolutionary research on fear and humor, arguing that the two are deeply connected. The evolutionary origins of humor reside in play, a medium through which animals benignly explore situations and practice strategies, such as fight or flight, which would normally be accompanied by fear. Cognitively, humor retains the structure of play. Adopting a view of humor as requiring two appraisals, a violation appraisal and a benign appraisal, we describe how fear-inducing stimuli can be rendered benignly humorous through contextual cues, psychological distance, reframing, and cognitive reappraisal. The antagonistic relationship between humor and fear in terms of their neurochemistry and physiological effects in turn makes humor ideal for managing fear in many circumstances. We review five real-world examples of humor and fear intersecting, presenting new data in support of our account along the way. Finally, we discuss the possible therapeutic relevance of the deep connection between humor and fear.

Humor Styles in Healthcare Professionals: A Correlational Study.

Using humor as a caregiving strategy can help professionals perceive daily and work-related events from a more optimistic and light-hearted perspective. The main objective of this study was to analyze humor styles among health care professionals. A cross-sectional and correlational design was employed. Data were collected using the Humor Styles Questionnaire, which measures four humor styles: affiliative, self-enhancing, aggressive, and self-defeating humor. Health care professionals scored higher in positive humor than negative humor. Age exhibited a negative correlation with positive humor. Significant differences were observed between marital status and affiliative and self-enhancing humor, professional category and hospital unit with aggressive humor, shift work and self-enhancing humor, and type of contract and experience with affiliative humor. Health care professionals employ various humor styles based on their social and work contexts. It is crucial for health care professionals to receive training in the use of positive humor to consciously avoid humor styles that can hinder well-being.

The success elements of humor use in workplace leadership: A proposed framework with cognitive and emotional competencies.

This qualitative study aims to investigate the competencies and effectiveness of humor use in workplace leadership. By exploring the elements underlying successful and unsuccessful humor use, this research offers insights into the competencies required for leaders to leverage humor effectively. Adopting a qualitative inductive approach, fifteen individual semi-structured interviews were conducted, generating a dataset of 51 critical incidents of humor use. Reflexive thematic analysis was employed to identify key themes, resulting in the identification of five central elements: Reading the context, Intention and motivation, Judgement and decision, Skillful delivery, and Understanding reactions. These elements provide a comprehensive framework for understanding humor use in the context of workplace leadership, emphasizing the importance of cognitive and emotional intelligence / competencies. The study proposes a theoretical framework based on these findings, providing the foundation of a new paradigm for understanding and measuring humor use. This research contributes to a deeper understanding of the competencies and complexities involved in using humor as a leadership tool and provides practical implications for leaders aiming to enhance their leadership effectiveness through humor.

More Than a Joke: The Intersection of Gender-Based Humor and Gender Inequities Experienced by Women Department Chairs in Academic Medicine.

Purpose: The purpose of this qualitative descriptive study is to describe how women academic department chairs in emergency medicine, surgery, and anesthesiology experience humor in the workplace. Method: Interviews were conducted with 35 women department chairs in academic medicine from 27 institutions that aimed to describe women's leadership emergence. The data from the primary study yielded rich and revealing themes involving participants' experiences with humor in the context of their leadership roles, justifying a secondary analysis focusing specifically on these experiences. Relevant remarks were extracted, coded, and summarized. Results: Participants discussed two broad types of humor-related experiences. First, they described how they responded to aggressive gender-based humor directed at themselves or their colleagues by tolerating it or expressing disapproval. This humor includes demeaning quips, insulting monikers, sexist jokes, and derogatory stories. Participants often did not confront this humor directly as they feared being rejected or ostracized by colleagues. Second, they described how they initiated humor to address gender-related workplace issues by highlighting gender inequalities, coping with sexual harassment and assault, and managing gender-based leadership challenges. Participants felt constrained in their own use of humor because of the need to be taken seriously as women leaders. Conclusion: Women leaders in academic medicine use humor to confront gender-related issues and experience aggressive gender-based humor in the workplace. The constraints placed on women leaders discourage them from effectively confronting this aggressive gender-based humor and perpetuating gender inequities. Eliminating aggressive gender-based humor is needed to create safe and equitable work environments in academic medicine.

Effect of Humor on Pain and Anxiety in Patients With Rheumatoid Arthritis: A Prospective, Randomized Controlled Study.

Humor can contribute to nursing practices for relieving pain and anxiety in patients with rheumatoid arthritis (RA) during intravenous (IV) biologic treatment. This study used a prospective, randomized controlled study design to investigate the effect of humor on pain and state anxiety in patients with RA receiving IV infusion therapy. Two sample groups were formed: the intervention group (watching a comedy movie) (n = 18) and the control group (usual care) (n = 18). Both groups received IV biologic therapy. A significant difference was found between the groups' pain mean scores, but the effect size was small (P < .001, η² = 0.032). The mean visual analog scale scores decreased in both groups after the treatment; however, it decreased more in the intervention group (P < .001, Md = 2.44) than in the control group (P = .017, Md = 0.83). No significant difference was found between the groups' mean state anxiety scores, and the effect size was irrelevant (P > .05, η² = 0.001). There was a significant decrease in the anxiety levels of both groups (P < .001). During IV biologic infusion therapy, watching comedy movies is recommended as a nursing care intervention for reducing pain in patients with RA in cooperation with other health professionals.

Medical assistants' comic styles and their potential for positive functioning at work: a cross-sectional study including a subgroup analysis.

BACKGROUND: Medical assistants are essential for the healthcare system. However, they face several working demands every day, for which they need resources to cope. While several studies show that humour can be a resource for healthcare professionals, studies on humour styles/comic styles in healthcare are scarce. But, as humour styles (e.g., light vs. dark) may have varying - and even negative - effects on positive psychological functioning, it is important to investigate their individual potential for medical assistants. Thus, this study investigates the relationships between medical assistants' comic styles and their positive psychological functioning at work. METHODS: Applying a cross-sectional design we assessed German medical assistants' eight comic styles (i.e., benevolent humour, fun, wit, nonsense, irony, satire, sarcasm, cynicism) and facets of positive psychological functioning (e.g., well-being, feeling of competence). We analysed relationships between the variables by means of Pearson correlations, ANCOVAs and hierarchical regressions. All analyses were conducted with the total sample (N = 608; completion rate 44%) as well as a large subsample of medical assistants working in general medicine (N = 263). RESULTS: While most of the light styles (e.g., benevolent humour) relate positively to most facets, the dark style sarcasm relates negatively. The other dark styles showed coefficients around zero or even slightly positive ones (e.g., satire). Most relationships were also prevalent in the subgroup of medical assistants working in general medicine. CONCLUSIONS: The eight comic styles might have varying potential for medical assistants' positive psychological functioning at work, with benevolent humour being most adaptive and sarcasm being maladaptive. This study points to the relevance of raising attention regarding the (mal-)adaptiveness of different comic styles of healthcare professionals. Trainings of professionals (e.g., vocational education and training of medical assistants) might integrate the topic of humour (i.e., foster benevolent vs. caution against sarcastic humour) to build and maintain this helpful resource which professionals can use as a tool to master various challenges of everyday work (e.g., cope with stressful situations).

Comedy, consensus, and conflict framework: Comedy as a norm violation can build consensus or escalate conflict in negotiations.

In this work, we propose that humor violates norms that can build consensus or escalate conflict in negotiations. Drawing on social identity theory, we propose that humor commits norm violations that are more likely to be perceived as benign among ingroup observers in negotiations, but perceived as offensive to outgroup observers in negotiations. We introduce the Comedy, Consensus, and Conflict Framework to shed light on the interpersonal effect of humor on negotiations. When humor is expressed to an ingroup observer, relative to neutral communication, humor is more likely to violate weak norms that govern social group membership resulting in the violation as being perceived as benign, which promotes cooperative behaviors in negotiations such as concessions and collaborative problem-solving. By contrast, when humor is expressed to an outgroup observer, relative to neutral communication, humor is more likely to violate strong norms that define social group membership resulting in the violation as being interpreted as offensive, which triggers competitive behaviors in negotiations such as aggressive offers and hardened positions. Furthermore, we suggest that humor not only generates appraisals of social identity threats, but also affective responses that influence negotiation behavior. Finally, we expand our theoretical model about humor to consider key relational factors that influence norm strength, which motivates whether negotiators appraise norm violations as offensive or benign.

Associations of humor, morale, and unit cohesion on posttraumatic stress disorder symptoms.

Military personnel experience many stressors during deployments that can lead to symptoms of posttraumatic stress disorder (PTSD). However, not all military personnel who are exposed to deployment stressors develop PTSD symptoms. Recent research has explored factors that contribute to military personnel resilience, a multifaceted and multidetermined construct, as a means to mitigate and prevent PTSD symptoms. Much of this research has focused on the effects of individual-level factors (e.g., use of coping strategies like humor, the morale of individual unit members), with some research focusing on unit-level factors (e.g., the cohesiveness of a unit). However, there is little research exploring how these factors relate to each other in mitigating or reducing PTSD symptoms. In this study, we examined the association between deployment stressors, perceived unit cohesion, morale, humor, and PTSD symptoms in a sample of 20,901 active-duty military personnel using structural equation modeling. Results indicated that perceived unit cohesion, humor, and morale were positively associated with each other and negatively associated with PTSD symptoms over and above the effect of deployment stressors. These findings highlight the influence of resilience factors on PTSD symptoms beyond their substantial overlap and have implications for future research as well as the potential development of interventions for military personnel.

Explicit and implicit abilities in humor processing in patients with relapsing-remitting multiple sclerosis.

Sociocognitive impairment is well known in the relapsing-remitting form of multiple sclerosis (RR-MS). The purpose of the present study was to assess explicit and implicit humor abilities in this population. Based on clinical observation and contrary to the current cognitive model, we hypothesized that implicit performances (happy facial expressions) would be better than explicit ones (humor judgment assessed by explicit humor comprehension, subjective feeling of amusement as a conscious appreciation of funniness, and verbal justifications of funniness). Twenty-five RR-MS patients and twenty-five healthy participants completed the tasks. Their face was filmed during humor ratings. Patients' results suggest that 32% of them showed an impairment in explicit humor comprehension, with normal facial expressions. Both groups found great difficulty in justifying the cause of their amusement. All these results may suggest the existence of a supplementary implicit pathway in humor processing. The preservation of this implicit pathway may be advantageous for future remediation. Contrary to the current model, we found that the subjective feeling of amusement was preserved when comprehension was impaired. Further studies will be needed to clarify this component, and adjust the theoretical modeling.

Humor and morality in organizations.

Successful leaders often use humor to motivate, inspire, and lead. Yet, recent research suggests that the use of humor is risky for leaders. Our review suggests that humor must be morally offensive to some people for it to be perceived as funny. This inherent tension between humor and morality implies that the use of humor can sometimes act as a signal of acceptable moral standards in organizations, where a leader's use of humor carries significant risks because of the norm-violating message it sends to subordinates, or it can even be dangerous in extreme cases. We conclude the paper by offering future research directions on the study of workplace humor.

Percepción del uso del humor por parte de enfermeras y pacientes en los servicios de salud mental / Perception of the use of humour by nurses and patients at Mental Health Units

Objetivo: conocer, en función de la literatura disponible, el significado del sentido del humor entre enfermeras y pacientes en el contexto de servicios de salud mental, así como determinar los factores que facilitan o dificultan el uso del sentido del humor en las unidades de salud mental. Métodos: se llevó a cabo una revisión narrativa en el periodo 2022-2023. Las búsquedas se realizaron en Pubmed, PsycINFO, LILACS y CINAHL, usando los descriptores: “Nurse-patient relations”, “mental health”, “wit and humor as topic”, "psychiatric nursing”. Se incluyeron todo tipo de documentos que abordaran el tema según los objetivos, publicados desde 2012 hasta noviembre de 2022 en inglés, español o portugués. Se añadió un artículo traducido del coreano por su relevancia. Resultados: se incluyeron 10 manuscritos en la revisión. Los hallazgos sugieren que el sentido del humor se percibe como una herramienta esencial para fortalecer la relación entre enfermeras y pacientes en entornos psiquiátricos. No obstante, se destaca la existencia de factores que podrían conducir a un uso inapropiado del humor, llevando a la deshumanización de la atención y la posible ruptura del vínculo terapéutico. Conclusiones: es importante considerar cuidadosamente el empleo del humor en el contexto de la salud mental, para garantizar su efectividad sin comprometer la calidad asistencial. (AU)

Objective: based on the literature available, to understand the meaning of sense of humour between nurses and patients in the setting of Mental Health Units, as well as to determine the factors that facilitate its use, o make it difficult. Methods: a narrative review was conducted during the 2022-2023 period. Searches were conducted in Pubmed, PsycINFO, LILACS and CINAHL, using the descriptors: “Nurse-patient relations”, “mental health”, “wit and humor as topic”, “psychiatric nursing”. All type of documents addressing this matter according to the objectives were included, published from 2012 until November 2022 in English, Spanish or Portuguese. An article translated from Korean was added due to its relevance. Results: ten (10) manuscripts were included in the review. Findings suggested that sense of humour was perceived as an essential tool in order to strengthen the relations between nurses and patients in psychiatric settings. However, it was highlighted that there are factors which could induce an inadequate use of humour, leading to dehumanization in care and a potential breach in the therapeutic link. Conclusions: it is important to carefully consider the use of humour in the mental health setting, in order to guarantee its effectiveness without compromising the quality of care. (AU)

A participatory approach to understand what might be most meaningful to people living with dementia in a positive psychology intervention.

OBJECTIVES: This study aimed to understand which character strengths are most important for people living with dementia and therefore which strengths-based psychological interventions could be most meaningful and acceptable. METHODS: A participatory design, utilising Delphi methodology, was incorporated into an iterative three stage framework: (1) literature reviewed for Positive Psychology (PP) interventions and patient public involvement to define the character strengths; (2) modified Delphi (N = 10) identified which character strengths are most important for living with dementia; (3) focus groups (N = 14) explored which PP interventions are most acceptable and meaningful. Qualitative data from the focus groups was analysed using thematic analysis. RESULTS: Love, kindness and humour were deemed the most important character strengths for living with dementia. Qualitative data from the focus groups was captured in three superordinate themes: (1) lack of opportunity not capacity; (2) key considerations of PP interventions for people living with dementia; and (3) potential benefits of PP interventions. CONCLUSIONS: Love, kindness and humour come naturally to people with dementia, but people may lack social opportunities to use these strengths. Therefore, a PP intervention promoting positive emotion, social relationships and connection to one's values appears most meaningful and acceptable as this may provide a social context to use and maintain these strengths.

Aggressive Humor and Social Connectedness: The Moderating Roles of Subjective Social Status and Gender.

Aggressive humor has been conceived as a maladaptive humor style that jeopardizes social relationships. However, past studies have yielded inconsistent findings regarding the detrimental effects of aggressive humor on social relationships. This study attempts to advance the existing literature by examining the gender difference in the moderating role of subjective social status in the association between aggressive humor and social connectedness. Participants were 228 (53.1% female) adults aged from 18 to 53 years (M = 23.19, SD = 6.43). The hypothesized moderated moderation effect was significant, suggesting that gender significantly moderated the moderating effect of subjective social status on the association between aggressive humor and social connectedness. Subjective social status significantly moderated the association between aggressive humor and social connectedness for men but not for women. For men, aggressive humor was negatively associated with social connectedness when subjective social status was low or medium, but the association was not significant when subjective social status was high. For women, aggressive humor was not associated with social connectedness regardless of subjective social status. Implications of the findings are discussed.

Boosts for walking: how humorous messages increase brisk walking among cognitively fatigued individuals.

BACKGROUND: A well-studied internal barrier to regular physical activity, and more specifically brisk walking, is cognitive fatigue. However, thus far little research examined how cognitively fatigued individuals can be motivated to exercise, more specifically to engage in brisk walking. This study investigates whether humorous intervention messages might be an effective strategy to motivate cognitively fatigued individuals to brisk walk, and through which underlying processes. METHODS: An online experiment was performed in which variation in cognitive fatigue was induced through mental arithmetic questions. Afterwards, participants (n = 250) recruited through Prolific, randomly received either humorous or non-humorous intervention messages related to brisk walking. Potential mediators of the relations between physical activity, humour and cognitive fatigue were measured, were self-efficacy, self-control, and motivation. RESULTS: First, regression analyses confirmed that cognitive fatigue negatively influences brisk walking intentions and that the perceived humour of the intervention messages moderated this relationship. Second, results showed that self-control and self-efficacy are mediators explaining the relationship between cognitive fatigue and brisk walking intentions. Lastly, this study found that perceived humour of the intervention messages moderated the relationship between cognitive fatigue and self-control, indicating that perceptions of self-control were positively changed after receiving messages that were perceived as humorous compared to messages that were not perceived as humorous, subsequently increasing brisk walking intentions. CONCLUSIONS: This study is the first to unravel the underlying relationship between humorous intervention messages and brisk walking intentions through positive changes in perceptions of self-control within a cognitively fatigued sample. Results of this study suggest that existing smartphone applications monitoring and promoting brisk walking should integrate tailored message strategies within their cues to brisk walk by implementing humour as a strategy to motivate users when they are cognitively fatigued.

Emotional culture and humor in organizations: A social-functional approach.

Adopting a social-functionalist theoretical lens, this review examines emotional culture and its relation to discrete emotions such as joviality and humor-supportive or "joking" organizational cultures. We propose four primary pathways through which humor influences emotional culture in organizations and social units: (1) creating and defining emotional culture through "bottom-up" affective mechanisms, (2) a "top-down" normative function that promotes or inhibits humor through cultural values, norms, and traditions of organizational life, (3) a maintenance function, whereby humor corrects emotional culture norm violations, and (4) a link to positive work outcomes via a reciprocal feedback loop. We also describe negative consequences of humor for emotional culture, highlight unanswered questions in the literature, and suggest future research opportunities, including a comprehensive new framework.