Cited by 23Occupational Health and Safety ResearchAgriculture and Farm SafetyVeterinary Equine Medical Research

The DOI matches its Crossref record; 147 of the 148 references it cites were found in a registry or an index; 4 of the 155 sources its claims cite were checked for support.

What People Really Think About Safety around Horses: The Relationship between Risk Perception, Values and Safety Behaviours

Open access
Chapman, Meredith, Thomas, Matthew, Thompson, Kirrilly·2020·Animals

Abstract

The equestrian industry reports high rates of serious injuries, illness and fatalities when compared to other high-risk sports and work environments. To address these ongoing safety concerns, a greater understanding of the relationship between human risk perception, values and safety behaviours is required. This paper presents results from an international survey that explored relationships between a respondents’ willingness to take risk during daily activities along with, their perceptions of risk and behaviours during horse-related interactions. Respondents’ comments around risk management principles and safety-first inspirations were also analysed. We examined what humans think about hazardous situations or activities and how they managed risk with suitable controls. Analysis identified three important findings. First, safe behaviours around horses were associated with safety training (formal and/or informal). Second, unsafe behaviours around horses were associated with higher levels of equestrian experience as well as income from horse-related work. Finally, findings revealed a general acceptance of danger and imminent injury during horse interactions. This may explain why some respondents de-emphasised or ‘talked-down’ the importance of safety-first principles. In this paper we predominantly reported quantitative findings of respondents self-reported safety behaviours, general and horse-related risk perceptions despite injury or illness. We discussed the benefits of improved safety-first principles like training, risk assessments, rider-horse match with enriched safety communications to enhance risk-mitigation during human–horse interactions.

Overview

AI snapshot

Written from the paper’s full text.

TL;DR

An international survey of 1273 equestrians found that safety training was associated with safer horse-related behaviours, while higher experience and horse-related income were associated with riskier behaviours and safety trade-offs. Many respondents accepted danger and injury as inherent in human–horse interactions, with some willing to prioritise their horse’s safety over their own.

Key findings

  • Safety training was linked to positive safety behaviours: 76.1% (n = 965) had horse-handling training and 85.2% (n = 1081) had riding training; trained respondents were more likely to follow rules when handling (χ²(1,1268) = 12.423, p < 0.001) or riding (χ²(1,1269) = 9.228, p < 0.05) and to wear a helmet handling horses at home (χ²(1,1268) = 10.853, p < 0.001).
  • Higher self-rated experience and income from horse work were associated with unsafe behaviours: advanced/proficient respondents were less likely to follow rules (χ²(2,1273) = 9.824, p < 0.05) and more likely not to wear a helmet at home (χ²(2,1273) = 46.909, p < 0.001) or in a work environment (χ²(2,1273) = 41.348, p < 0.001); income-earning respondents were more likely to compromise their safety before their horse’s (χ²(1,1271) = 6.546, p < 0.05) and not wear a helmet at home (χ²(1,1271) = 16.045, p < 0.001).
  • Risk acceptance was common: 25.7% (n = 327) were willing to put their horse’s safety before their own, 10.7% (n = 136) believed they could not control risks around horses, and 12.5% (n = 159) agreed it was okay to drug a horse to make it safer to ride.
  • Injury experience was widespread: 81.1% (n = 1037) reported at least one horse-related injury, with an average of 3.28 injuries (SD = 6.19) per respondent; 74.2% (n = 944) reported taking more safety precautions after an unsafe interaction or serious injury/illness.

Methods

  • Self-report online survey with 48 questions (34 closed-ended/Likert, 14 open-ended) across five sections covering demographics, general risk perception, horse-related risk perception, safety with horses, and injury/illness during horse interaction.
  • The survey ran from 25 April 2018 to 28 August 2018; 1718 respondents started, 1273 completed all questions and were analysed, with representation from 25 countries. Inclusion criteria were being at least 14 years old and having a work or non-work association with horses.
  • Data were collected via SurveyMonkey and analysed in SPSS V25 using descriptive and inferential statistics, ANOVA, frequency and cross-tabulations; outliers were winsorised, and post hoc comparisons used Bonferroni adjustment. This paper reports only quantitative findings.

Limitations

  • The paper states the sample was predominantly female, which may lead to gender bias; responses may be over- or underreported due to social desirability bias; participation was online only, with no telephone, written or face-to-face option; and all responses were subjective self-reports without observed behaviours or discussion.
  • The paper also states the survey was distributed only in English, some equestrian terminology may have been misunderstood, and general statements such as “unsafe behaviours for a horse” were not defined.
  • Evident from the text: the cross-sectional, self-report design cannot establish causality, and the sample was mostly female, older (mean age 46.99 years), and concentrated in Australia/New Zealand, the USA and UK, limiting generalisability; qualitative results are reported elsewhere.

Model-written summary. Check it against the paper before relying on it.

Integrity signals

Registry

Crossref · 10.3390/ani10122222

Cites

147 of 147 references verified0 citation errors · 0 not checkable

Statistics

Verification

Claims the paper makes

4 of 155 cited sources checked · 1 supported · 0 flagged · accuracy not yet measured

  • Premisecitation

    Research supports the wearing of helmets as a safety tool.

    “Research supports the wearing of helmets as a safety tool [113,114,115,116,117] however, not all equestrians wear one.”
    Quote in the paperNot a substantial claim1 of 5 sources checked
    • cites [113] Thompson, K., and Matthews, C. (2015). Inroads into Equestrian Safety: Rider-reported Factors Contributing to Horse-Related Accidents and Near Misses on Australian Roads. Animals, 5. source
    • cites [114] Otoupalik, 2006, Ride smart equestrian safety program, J. Emerg. Nurs. source
    • cites [115] Michaelsen, 2012, The question of safety in horse-riding sports, Sportverletz. Sportschaden Organ Ges. Orthop. Traumatol. Sportmed.
    • cites [116] Hawson, 2010, The roles of equine ethology and applied learning theory in horse-related human injuries, J. Vet. Behav. Clin. App. Res. source
    • cites [117] Jagodzinski, 2005, Horse-related injuries in children: A review, Wis. Med. J.
  • Interpretationcitation

    Good quality, relevant training delivered in a controlled exposure to environmental variables is likely to improve safety skills enabling humans to apply more control over hazardous situations.

    “Likewise, good quality, relevant training [152] delivered in a controlled exposure to environmental variables, is likely to improve safety skills enabling humans to apply more control over hazardous situations.”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [152] Avner, 2017, Understanding effective coaching: A Foucauldian reading of current coach education frameworks, Int. Sport. Coach. J. source

      The Abstract (page unavailable) says coach education is important for raising the standard of coaching practice, which supports the general value of training. The paper discusses athlete skills and injury avoidance in “Effective Coaching for Performance Sport,” but does not address controlled exposure to environmental variables, safety-skill improvement, or control of hazardous situations. (LLM, conf=0.78)

      Experimental — accuracy not yet measured
  • Findingown data

    There was no relationship observed between whether a person had received a horse-related injury and their perception of horse related risk.

    “There was no relationship observed between whether a person had received a horse-related injury and their perception of horse related risk.”
    Quote in the paperNot a substantial claim
  • Findingown data

    When a horse was displaying unsafe behaviours, the most likely safety action respondents reported was to wear a helmet (33.3%; n = 435).

    “The most likely response was to wear a helmet (33.3%; n = 435).”
    Quote in the paperNot a substantial claim
  • Findingown data

    Respondents who had completed some form of safety training (formal or informal) agreed that handling (χ2 (1,1268) = 6.445, p < 0.05) and riding (χ2 (1,1269) = 5.763, p < 0.05) horses had an increased likelihood of risk.

    “There was a statistically significant relationship found between respondents who had completed some form of safety training (formal or informal) and positive horse-related safety behaviours. These respondents agreed that handling (χ2 (1,1268) = 6.445, p < 0.05) and riding (χ2 (1,1269) = 5.763, p < 0.05) horses had an increased likelihood of risk.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim. 88
  • It may state two separate claims as one. 53
  • The quote only partly states this claim. 1
  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Premisecitation

    Effective risk management supports a reduction of human injury-illness and fatalities in both work and non-work environments.

    “Effective risk management supports a reduction of human injury-illness and fatalities in both work and non-work environment [17,122].”
    Quote in the paperNot a substantial claim2 of 2 sources checked
    • cites [17] Chapman, M., and Thompson, K. (2016). Preventing and investigating horse-related human injury and fatality in work and non-work equestrian environments: A consideration of the workplace health and safety framework. Animals, 6. source

      The Conclusions (section 6; page not provided) say a workplace health and safety framework can support reductions in horse-related human injuries and deaths in both work and non-work contexts. The claim extends this to human injury and fatalities generally and adds illness, which the cited passage does not address. (LLM, conf=0.87)

      Experimental — accuracy not yet measured
    • cites [122] Mensah, 2016, Occupational health and safety and organizational commitment: Evidence from the Ghanaian mining industry, Saf. Health Work source

      The Introduction (page not provided) reports that management safety practices can reduce workplace injuries and describes occupational health programs as preventing ill health arising from workplace conditions. It does not extend that benefit to non-work environments or establish that risk management reduces fatalities. (LLM, conf=0.84)

      Experimental — accuracy not yet measured
  • It may state two separate claims as one.

    Findingown data

    81.1% (n = 1037) of respondents reported having at least one horse-related injury, with an average of 3.28 injuries (SD = 6.19) per respondent.

    “Of the respondents, (81.1%; n = 1037) reported having at least one horse-related injury, with an average of 3.28 injuries (SD = 6.19) reported per respondent.”
    Quote in the paperNot a substantial claim
  • It may state two separate claims as one.

    Findingown data

    Respondents who derived an income from horse-related activities had an increased propensity to compromise their safety before that of their horse (χ2 (1,1271) = 6.546, p < 0.05), not wear a helmet when riding a horse at home (χ2 (1,1271) = 16.045, p < 0.001), and ride largely in a work or competitive context (χ2 (1,1271) = 8.226, p < 0.01).

    “Respondents who derived an income from horse-related activities had an increased propensity to compromise their safety before that of their horse (χ2 (1,1271) = 6.546, p < 0.05), not wear a helmet when riding a horse at home (χ2 (1,1271) = 16.045, p < 0.001), and ride largely in a work or competitive context (χ2 (1,1271) = 8.226, p < 0.01).”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim. The paper’s conclusions may not depend on it. It may state two separate claims as one.

    Findingown data

    The maximum number of reported rider falls from a horse in 12 months was 20, with a mean of less than one during this time.

    “The maximum number of reported rider falls from a horse in 12 months was 20, with a mean of less than one during this time.”
    Quote in the paperNot a substantial claim
  • It may state two separate claims as one.

    Findingown data

    Males exhibited a higher propensity towards risk taking in general (F(1,1271) = 12.984, p < 0.001) and across all specific dimensions of risk-taking except health-related risk taking.

    “Males exhibited a higher propensity towards risk taking in general (F(1,1271) = 12.984, p < 0.001) and across all specific dimensions of risk-taking except health-related risk taking.”
    Quote in the paperNot a substantial claim
  • It may state two separate claims as one.

    Findingown data

    Unsafe behaviours around horses were associated with higher levels of equestrian experience as well as income from horse-related work.

    “Second, unsafe behaviours around horses were associated with higher levels of equestrian experience as well as income from horse-related work.”
    • Also stated in: § 3.5. Horse-Related Safety Behaviours · boosted
      “Findings demonstrated that equestrian experience and income generation were associated with unsafe behaviours, whereas training was associated with positive safety behaviours.”
    Quote in the paperSubstantial claim
  • It may state two separate claims as one.

    Findingown data

    10.7% (n = 136) of respondents believed they were unable to control risks around horses, and 12.5% (n = 159) agreed it was okay to drug a horse to make it safer to ride.

    “Analysis of respondent safety beliefs, values and interests showed (10.7%; n = 136) believed they were unable to control risks around horses with (12.5%; n = 159) agreeing it was okay to drug a horse to make it safer to ride.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Findingown data

    69.8% (n = 888) of respondents self-rated their level of experience with horses as intermediate or advanced.

    “The majority of respondents (69.8%; n = 888) self-rated their level of experience with horses as intermediate or advanced (see Figure 1 and Figure 2).”
    Quote in the paperNot a substantial claim
  • It may state two separate claims as one.

    Findingown data

    Respondents who derived income from horse-related activities exhibited a higher propensity towards risk taking in general (F(1,1269) = 15.860, p < 0.001) and across the specific dimensions of risk-taking in sport (F(1,1269) = 9.834, p = 0.002) and in occupational settings (F(1,1269) = 36.934, p < 0.001).

    “Those respondents who derived income from horse-related activities exhibited a higher propensity towards risk taking in general (F(1,1269) = 15.860, p < 0.001) and across the specific dimensions of risk-taking in sport (F(1,1269) = 9.834, p = 0.002) and in occupational settings (F(1,1269) = 36.934, p < 0.001).”
    Quote in the paperNot a substantial claim
  • It may state two separate claims as one.

    Findingown data

    There were no relationships observed between propensity towards risk taking in general and perception of a horse as a hazard or that all horses could cause harm.

    “There were no relationships observed between propensity towards risk taking in general and perception of a horse as a hazard or that all horses could cause harm.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim. The paper’s conclusions may not depend on it. It may state two separate claims as one.

    Findingown data

    The survey sample was predominantly female (90.2%; n = 1148), with 9.8% (n = 125) males and an overall mean age of 46.99 (SD = 13.71, range = 15-80) years.

    “The survey sample was predominantly female (90.2%; n = 1148), with only (9.8%, n = 125) males and an overall mean age of the sample being 46.99 (SD = 13.71, range = 15–80) years.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim. The paper’s conclusions may not depend on it. It may state two separate claims as one.

    Findingown data

    29.3% (n = 373) of respondents reported earning an income from horse-related activities, while 70.7% (n = 898) participated in leisure or sporting.

    “Some respondents reported earning an income from horse-related activities (29.3%; n = 373), with the majority participating in leisure or sporting (70.7%; n = 898).”
    Quote in the paperNot a substantial claim
  • It may state two separate claims as one.

    Findingown data

    96.1% (n = 1223) of respondents were prepared to follow safety rules even when others were not, and 91.1% (n = 1159) agreed an experienced rider not using safety equipment may influence safety values and beliefs of less experienced riders.

    “The majority of respondents were prepared to follow safety rules, even when others were not (96.1%; n = 1223) and similarly (91.1%; n = 1159 agreed an experienced rider not using safety equipment may influence safety values and beliefs of less experienced riders.”
    Quote in the paperNot a substantial claim
  • It may state two separate claims as one.

    Findingown data

    76.1% (n = 965) of respondents had received training in horse handling, 85.2% (n = 1081) in horse riding, and 48.4% (n = 614) were currently undertaking professional training.

    “Of the respondents (76.1%; n = 965) had received training in horse handling, (85.2%; n = 1081) had received training in horse riding, and (48.4%; n = 614) were currently undertaking professional training (see Figure 3).”
    Quote in the paperNot a substantial claim
  • It may state two separate claims as one.

    Findingown data

    A higher propensity towards risk-taking in sport was associated with disagreement with the statements that a horse is a safety hazard (F(1,1545) = 4.961, p = 0.026) and that all horses could cause harm (F(1,1545) = 9.643, p = 0.002).

    “However, a higher propensity towards risk-taking in sport was associated with disagreement with the statements that a horse is a safety hazard (F(1,1545) = 4.961, p = 0.026) and that all horses could cause harm (F(1,1545) = 9.643, p = 0.002).”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim. The paper’s conclusions may not depend on it. It may state two separate claims as one.

    Findingown data

    The survey was attempted by 1718 respondents, with 1273 completing all questions, representing 25 different countries.

    “The survey was attempted by 1718 respondents, with a total completion rate of all questions being 1273 equestrians with representation from 25 different countries.”
    Quote in the paperNot a substantial claim
  • It may state two separate claims as one.

    Findingown data

    46.8% (n = 595) of respondents would record a horse-related injury or illness if an on-line reporting database was available, and 89.2% (n = 1135) currently did not report human horse-related near miss events.

    “However, less than half (46.8%; n = 595) would record a horse-related injury or illness if an on-line reporting data base was available and (89.2%; n = 1135) of the respondents currently did not report human horse-related near miss events.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim. The paper’s conclusions may not depend on it. The paper may give no reason why it holds.

    Findingreasoning

    This was particularly evident with respondents who did not believe a horse was hazardous and could cause them harm, being overlooked when income and success was a stimulus.

    “This was particularly evident with respondents who did not believe a horse was hazardous and could cause them harm, being overlooked when income and success was a stimulus.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Findingnone given

    Not all equestrians wear a helmet.

    “Research supports the wearing of helmets as a safety tool [113,114,115,116,117] however, not all equestrians wear one.”
    Quote in the paperNot a substantial claim
  • It may state two separate claims as one.

    Findingown data

    Safety-trained respondents agreed they had more control of risk when riding horses (χ2 (1,1269) = 7.834, p < 0.01) and as trainers had an increased propensity to influence trainees' (less experienced) safety values and beliefs.

    “Safety-trained respondents agreed they had more control of risk when riding horses (χ2 (1,1269) = 7.834, p < 0.01) and as trainers had an increased propensity to influence trainees (less experienced) safety values and beliefs.”
    Quote in the paperSubstantial claim
  • It may state two separate claims as one.

    Findingnone given

    Respondents who self-rated their level of experience and horsemanship skill as advanced or proficient appeared more willing to take risks around horses and not follow simple, tried and tested safety-first procedures.

    “Respondents who self-rated their level of experience and horsemanship skill as advanced or proficient, appeared more willing to take risks around horses and not follow simple, tried and tested safety-first procedures.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim. The paper’s conclusions may not depend on it. The paper may give no reason why it holds.

    Findingreasoning

    Some respondents in this survey had an increased propensity to disassociate horse-related human risk and potential harm to achieve sporting accolades and recognition.

    “Some respondents in this survey had an increased propensity to disassociate horse-related human risk and potential harm to achieve sporting accolades and recognition.”
    Quote in the paperNot a substantial claim
  • It may state two separate claims as one.

    Findingcitation

    The concept of tribal-bonding, experiencing group thoughts and aspirations was evident in this survey, with many respondents sharing similar equestrian activities, along with related safety beliefs.

    “The concept of tribal-bonding, experiencing group thoughts [84] and aspirations was evident in this survey, with many respondents sharing similar equestrian activities, along with related safety beliefs [85].”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites [84] Olive, 2006, Relationship of safety culture and process safety, J. Hazard. Mat. source
    • cites [85] Turner, 1994, Social identity maintenance prescriptions for preventing groupthink: Reducing identity protection and enhancing intellectual conflict, Int. J. Confl. Mgt. source
  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Findingcitation

    Helmets still reign supreme over all other safety controls when humans interact with horses.

    “Helmets still reign supreme over all other safety controls when humans interact with horses.”
    Quote in the paperNot a substantial claim
  • It may state two separate claims as one.

    Findingown data

    This survey highlighted human (equestrian) beliefs, values and perceptions about risk that have an influence over individual safety behaviors and actions during horse-related interactions, whereby respondents who received income from horse-related activities were more risk tolerant during daily living events, work, and non-work environments.

    “This survey highlighted human (equestrian) beliefs, values and perceptions about risk that have an influence over individual safety behaviors and actions during horse-related interactions, whereby respondents who received income from horse-related activities were more risk tolerant during daily living events, work, and non-work environments.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim.

    Findingown data

    Survey results have indicated there are many external factors that can motivate a human's risk-taking predisposition, resulting in either risk-aversion or risk-tolerance.

    “Survey results have indicated there are many external factors that can motivate a human’s risk-taking predisposition, resulting in either risk-aversion or risk-tolerance.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim. The paper’s conclusions may not depend on it. The paper may give no reason why it holds. It may state two separate claims as one.

    Findingnone given

    This survey identified all respondents who had participated in any form of horse safety training and leadership continued to expand their knowledge when interacting with horses.

    “This survey identified all respondents who had participated in any form of horse safety training and leadership continued to expand their knowledge when interacting with horses.”
    Quote in the paperNot a substantial claim
  • It may state two separate claims as one.

    Findingown data

    This study identified the self-rated more experienced group of respondents were found to be at higher risk, taking less safety precautions.

    “This study identified the self-rated more experienced group of respondents were found to be at higher risk, taking less safety precautions.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim.

    Study design and conductcitation

    General risk perception was assessed using the standardized German Socio-Economic Panel (SOEP) survey.

    “This was assessed using the standardized German Socio-Economic Panel (SOEP) survey [52] to measure respondent’s general willingness to take risks and their attitudes when car driving, financial matters, sports-leisure, health and career.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [52] Wagner, 2007, The German Socio-Economic Panel study (SOEP)-evolution, scope and enhancements, SSRN Electron. J.

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Premisecitation

    Many equestrian organisations develop their own riding levels or modify traditional categories from internationally recognised bodies such as the British Horse Society, Spanish or German Riding Schools and Federation Equestre Internationale.

    “Many equestrian organisation’s develop their own riding levels or they modify traditional categories from internationally recognised identifies such as the British Horse Society, Spanish or German Riding Schools and Federation Equestre Internationale [51].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [51] Webb, 2019, Experience, riding practices and training methods of Fédération Equestre Internationale (FEI: 80–160 km) level endurance horse rider-owner-trainers in New Zealand, Comp. Ex. Phys. source
  • Probably not a substantial claim. It may be too vague to check against evidence.

    Premisecitation

    Human behaviours and actions have complex relationships with values, attitudes and perceptions.

    “We already know human behaviours and actions have complex relationships with values, attitudes and perceptions [44,45].”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites [44] Eccles, 1995, In the mind of the actor: The structure of adolescents’ achievement task values and expectancy-related beliefs, Personal. Soc. Psychol. Bull. source

      Checked before — its earlier verdict is held back until a new check runs.

    • cites [45] Dickson, 2000, Personal values, beliefs, knowledge, and attitudes relating to intentions to purchase apparel from socially responsible businesses, Cloth. Textiles. Res. J. source
  • Probably not a substantial claim.

    Premisecitation

    Horses have been identified as a hazardous animal.

    “horses have been identified as a hazardous animal [4,5,6,7]”
    Quote in the paperSubstantial claim0 of 4 sources checked
    • cites [4] Woods, 2000, Beauty and the beast: Preferences for animals in Australia, J. Tourism. Stud.

      Checked before — its earlier verdict is held back until a new check runs.

    • cites [5] Birke, 2007, Learning to speak horse: The culture of Natural Horsemanship, Soc. Anim. source

      Checked before — its earlier verdict is held back until a new check runs.

    • cites [6] Safe Work Australia (2014). Guide to Managing Risks When New and Inexperienced Persons Interact with Horses, Safe Work Australia.
    • cites [7] Thompson, 2015, Critical Review of Horse-Related Risk: A Research Agenda for Safer Mounts, Riders and Equestrian Cultures, Animals source

      Checked before — its earlier verdict is held back until a new check runs.

  • Probably not a substantial claim. It may state two separate claims as one.

    Premisecitation

    Horses can be dangerous, especially when humans ignore harmful situations or activities and choose not to control risk.

    “Horses can be dangerous, especially when humans ignore harmful situations or activities and choose not to control risk [1,2,3].”
    Quote in the paperSubstantial claim0 of 3 sources checked
    • cites [1] Chitnavis, 1996, Accidents with horses: what has changed in 20 years?, Injury source
    • cites [2] Douglas, M., and Wildavsky, A. (1983). Risk and Culture: An Essay on the Selection of Technological and Environmental Dangers, University of California Press. source
    • cites [3] Lupton, 1993, Risk as moral danger: The social and political functions of risk discourse in public health, Int. J. Health. Serv. source
  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Study design and conductcitation

    Quantitative outliers were identified and adjusted by winsorising.

    “Quantitative outliers were identified and adjusted by winsorising [59].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [59] Wilcox, R. (2005). Outlier Detection. Encyclopedia of Statistics in Behavioral Science, John Wiley & Sons. source
  • Probably not a substantial claim. It may be too vague to check against evidence.

    Premisecitation

    More recent research suggests we need to consider what factors contribute to different human behaviours and the risks they are prepared to take when interacting with horses.

    “More recent research suggests we need to consider what factors contribute to different human behaviours and the risks they are prepared to take when interacting with horses [17,31,32,33,34].”
    Quote in the paperNot a substantial claim0 of 5 sources checked
    • cites [17] Chapman, M., and Thompson, K. (2016). Preventing and investigating horse-related human injury and fatality in work and non-work equestrian environments: A consideration of the workplace health and safety framework. Animals, 6. source

      Checked before — its earlier verdict is held back until a new check runs.

    • cites [31] Kouabenan, 1998, Beliefs and the perception of risks and accidents, Risk Anal. source
    • cites [32] DeJoy, 2005, Behaviour change versus culture change: Divergent approached to managing workplace safety, Saf. Sci. source
    • cites [33] Harris, 2006, Gender differences in risk assessment: Why do women take fewer risks than men?, Judge. Decision. Make. source

      Checked before — its earlier verdict is held back until a new check runs.

    • cites [34] Kasperson, 1988, The social amplification of risk: A conceptual framework, Risk Anal. source
  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Premisecitation

    A few studies have analysed safety interventions highlighting the need for more robust preventative safety actions and risk mitigation opportunities.

    “A few studies have analysed safety interventions highlighting the need for more robust preventative safety actions and risk mitigation opportunities.”
    Quote in the paperNot a substantial claim0 of 3 sources checked
    • cites [26] Nylund, 2019, Do riders who wear an air jacket in equestrian eventing have reduced injury risk in falls? A retrospective data analysis, J. Sci. Med. Sport source
    • cites [27] McKee, 2004, Why should 4-H horse and pony youth wear certified equestrian helmets, J. Ext. source

      Checked before — its earlier verdict is held back until a new check runs.

    • cites [23] Guyton, 2013, Equestrian injury is costly, disabling, and frequently preventable: The imperative for improved safety awareness, Am. Surg. source
  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Premisecitation

    Universally, equestrian does not define or outline a consistent approach to riding or horse-handling capabilities, levels or skills due to the complexity of the horse-rider relationship.

    “Universally, equestrian does not define or outline a consistent approach [47,48] to riding or horse-handling capabilities, levels or skills due to the complexity of the horse-rider relationship [49,50].”
    Quote in the paperNot a substantial claim0 of 4 sources checked
    • cites [47] Hammitt, 1989, A comparison of user vs researcher determined level of past experience on recreation preference, J. Leis. Res. source
    • cites [48] Kang, 2010, Comparative analyses of rider position according to skill levels during walk and trot in Jeju horse, Hum. Mov. Sci. source
    • cites [49] Williams, 2017, Rider impacts on equitation, App, Anim. Behav. Sci. source
    • cites [50] Peham, 2001, A new method to quantify harmony of the horse–rider system in dressage, Sports. Eng. source
  • Probably not a substantial claim. The paper’s conclusions may not depend on it. It may state two separate claims as one.

    Premisecitation

    Horse-riding is ranked as one of the most dangerous sports due to high accident frequency rates and the severity of human injuries.

    “with horse-riding ranked as one of the most dangerous sports due to high accident frequency rates and the severity of human injuries [8,9].”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites [8] Christensen, 2006, Training methods for horses: Habituation to a frightening stimulus, Equine. Vet. J. source
    • cites [9] Barber, 1973, Horse-play: Survey of accidents with horses, Br. Med. J. source

      Checked before — its earlier verdict is held back until a new check runs.

  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Study design and conductnone given

    Bonferroni adjustment for multiple comparisons was used in post hoc analyses between groups.

    “Subsequent post hoc analyses between groups were undertaken through comparison of means using Bonferroni adjustment for multiple comparisons.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Study design and conductnone given

    The research was conducted in accordance with CQU Human Research Ethics Committee protocol number H17/02-026.

    “This research was conducted in accordance with CQU Human Research Ethics Committee protocol number H17/02-026.”
    • Also stated in: § 2.4. Ethics Statement · plain
      “Ethics approval was received by Central Queensland University Ethics Committee. Approval number H17/02-026 / 0000020510 initial date 28 March 2017.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Premisereasoning

    A horse is an imminent threat to human safety.

    “The horse is a sentient being (it perceives and feels); a large and fast animal (up to 500 kg, travelling up to 50 km/h); capable of harmful forces resulting in an unplanned human intercept (kick, bite or strike) whilst being agile [19,20,21]. Consequently, a horse is an imminent threat to human safety.”
    Quote in the paperNot a substantial claim0 of 3 sources checked
    • cites [19] Norwood, 2000, Mechanisms and patterns of injuries related to large animals, J. Trauma. Acute. Care. Sur. source
    • cites [20] Williams, 1989, Horse Related Injuries, Hospital
    • cites [21] Greene, A. (2009). Horses at Work: Harnessing Power in Industrial America, Harvard University Press. source
  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Study design and conductown data

    The survey had a low attrition rate of 22% (1273 of 1718 starters completed the entire survey).

    “Of the 1718 starters, 1273 completed the entire survey and only these results were used for data analysis. This is consistent with a low attrition (drop out) rate of 22% [58].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [58] Manfreda, K.L., and Vehovar, V. (2019, November 15). Survey Design Features Influencing Response Rates in Web Surveys. Available online: https://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.87.515&rep=rep1&type=pdf.
  • Probably not a substantial claim. The paper’s conclusions may not depend on it. It may state two separate claims as one.

    Premisecitation

    High-risk industries have minimised human risk exposures and promoted a safety-first culture through regular training, safe work procedures, risk-assessment tools, safety-data analysis and other safety innovations.

    “With regular training to skill workers, safe work procedures, risk-assessment tools, safety-data analysis and other safety innovations, high-risk industries have minimised human risk exposures and promoted a safety-first culture [42,43].”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites [42] Wachter, 2014, A system of safety management practices and worker engagement for reducing and preventing accidents: An empirical and theoretical investigation, Accid. Anal. Prev. source

      Checked before — its earlier verdict is held back until a new check runs.

    • cites [43] Rasmussen, J., and Svedung, I. (2000). Proactive Risk Management in a Dynamic Society, Swedish Rescue Services Agency (Statens räddningsverk).
  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Premisecitation

    The inherent risk of human-horse interaction remains unchanged.

    “Therefore, the inherent risk of human–horse interaction remains unchanged [18].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [18] O’Brien, D. (2016). Look before you leap: What are the obstacles to risk calculation in the equestrian sport of eventing?. Animals, 6. source

      Checked before — its earlier verdict is held back until a new check runs.

  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Study design and conductcitation

    The hierarchy of control options used in the survey was adopted from the National Institute for Occupational Safety and Health (NIOSH) prevention through design program.

    “The ‘hierarchy’ of control options used in this survey was adopted from the National Institute for Occupational Safety and Health (NIOSH) prevention through design program to prevent or reduce occupational injuries, illnesses, and fatalities [55,56,57].”
    Quote in the paperNot a substantial claim0 of 3 sources checked
    • cites [55] Ertas, A. (2010). Prevention through Design: Transdisciplinary Process, ATLAS Publishing LLC. source
    • cites [56] Lamba, 2013, Practice: Designing out hazards in the real world, Prof. Safety.
    • cites [57] Renshaw, F.M. (2019). Prevention through Design (PtD). Handbook of Occupational Safety and Health, NIOSH Centers for Disease Control and Prevention. source
  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Premisecitation

    High-risk workplaces do not operate or receive industry approval without a strategically planned, tested and frequently reviewed safety management system.

    “In comparison, high-risk workplaces (e.g., mining and construction) do not operate or receive industry approval where applicable, without a strategically planned [40], tested and frequently reviewed safety management system [41].”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites [40] International Organization for Standardization (2009). ISO 31000:2009 Risk Management—Principles and Guidelines.
    • cites [41] Jannadi, 2003, Risk Assessment in Construction, J. Constr. Eng. Mgt. source
  • It may state two separate claims as one.

    Premisecitation

    Humans will never equal a horse's physiological characteristics or capabilities, remaining the weaker or more threatened species during any interactions.

    “In comparison, humans will never equal a horse’s physiological characteristics or capabilities [21] whereby, remaining the weaker or more threatened species during any interactions.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [21] Greene, A. (2009). Horses at Work: Harnessing Power in Industrial America, Harvard University Press. source
  • Probably not a substantial claim. The paper’s conclusions may not depend on it. It may state two separate claims as one.

    Premisecitation

    In a study of 16 Canadian athletes, some expressed acceptance of injury as masculine and valued living with everyday pain, sporting violence and even death.

    “A study by Young et al. interviewed 16 Canadian athletes (e.g., ice hockey, football and rugby) to explore their personal acceptance of injury in various sports. In some cases it was expressed by the athletes as being masculine and somewhat highly valued living with ‘everyday pain’, sporting violence and even death [68].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [68] Young, 1994, Body talk: Male athletes reflect on sport, injury, and pain, Soc. Sport. J. source

      Checked before — its earlier verdict is held back until a new check runs.

  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Premisecitation

    The Dunning-Kruger effect is a cognitive bias whereby humans have a tendency to overestimate their knowledge or ability.

    “David Dunning and Justin Kruger (professors of psychology), explored this theory in 1999 and they describe their findings as the Dunning–Kruger effect [94]. It is simply defined as a cognitive bias (blind-spot), whereby humans have a tendency to overestimate their knowledge or ability.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [94] Dunning, D. (2011). The Dunning–Kruger effect: On being ignorant of one’s own ignorance. Advances in Experimental Social Psychology, Elsevier. source
  • Probably not a substantial claim. It may be too vague to check against evidence. The paper’s conclusions may not depend on it.

    Premisecitation

    The human need to belong, think alike, network and protect each other's beliefs and behaviours can be likened to many herd animal behaviours.

    “The human need to belong, think alike, network and protect each other’s beliefs and behaviours, can be liked to many herd animal behaviours [82,83].”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites [82] Wood, 2007, Evolving the selfish herd: Emergence of distinct aggregating strategies in an individual-based model, Proceed. R. Soc. Bio. Sci. source

      Checked before — its earlier verdict is held back until a new check runs.

    • cites [83] Avital, E., and Jablonka, E. (2000). Animal Traditions: Behavioural Inheritance in Evolution, Cambridge University Press. source
  • Probably not a substantial claim. It may be too vague to check against evidence. It may state two separate claims as one.

    Interpretationreasoning

    More effective advanced controls may include training, safe handling-riding procedures, talking about risks with horses, better handler-rider match, fit-for-purpose equipment, checking the environment and supervision needs.

    “Some more effective (advanced) controls may include training, safe handling-riding procedures, talking about risks with horses, better handler-rider match, fit-for-purpose equipment, checking the environment and supervision needs, just to name a few.”
    Quote in the paperNot a substantial claim
  • It may state two separate claims as one.

    Premisecitation

    Sticking together enables strong cultural-social bonds and provides a protective barrier for varying horse-discipline identities and differences of opinions.

    “Sticking together enables strong cultural-social bonds and provides a protective barrier for varying horse-discipline identities and differences of opinions [80,81].”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites [80] Abrams, 1990, Social identification, self-categorization and social influence, Eur. Rev. Soc. Psych. source
    • cites [81] Goldsmith, 2011, Social influence and sustainability in households, Int. J. Consum. Stud. source
  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Premisecitation

    Recent research has highlighted the potential for participants in equestrian sports to overestimate their level of knowledge or skill.

    “Recent research has highlighted the potential for participants in equestrian sports to overestimate their level of knowledge or skill [93].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [93] Marlin, D., Pal, L., Randle, H., and Williams, J.M. (2018, January 29). Do equestrians have insight into their equine-related knowledge (or lack of knowledge). Proceedings of the 14th International Equitation Science Conference, Rome, Italy.
  • Probably not a substantial claim. It may be too vague to check against evidence. The paper’s conclusions may not depend on it.

    Interpretationreasoning

    This belief raises a number of safety, legal and horse welfare concerns.

    “This belief raises a number of safety, legal and horse welfare concerns.”
    Quote in the paperNot a substantial claim
  • It may state two separate claims as one.

    Interpretationcitation

    Safety trade-offs overshadowed by income, especially in competitive occupational and sporting environments, exposed a disregard for safety-first principles, despite the human knowing the harmful consequences.

    “Safety trade-offs overshadowed by income, especially in competitive occupational and sporting environments, exposed a disregard for safety-first principles, despite the human knowing the harmful consequences [52,92].”
    Quote in the paperSubstantial claim0 of 2 sources checked
    • cites [52] Wagner, 2007, The German Socio-Economic Panel study (SOEP)-evolution, scope and enhancements, SSRN Electron. J.

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

    • cites [92] Slanger, 1997, Motivation and disinhibition in high risk sports: Sensation seeking and self-efficacy, J. Res. Personal. source
  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Premisecitation

    Kasperson et al.'s theory is influenced by public opinion through the increase of an acceptable response to a single risk or risk event.

    “This theory is influenced by public opinion through the increase of an acceptable response to a single risk or risk event [76].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [76] Wahlberg, 2000, Risk perception and the media, J. Risk. Res. source
  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Premisecitation

    In a study of German Olympian athletes, the elite group had a positive correlation to risk acceptance both physical and social within their sport environment.

    “Similar findings were highlighted in a study of German Olympian athletes, whereby the elite group had a positive correlation to risk acceptance both physical and social within their sport environment [70].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [70] Saragiotto, 2014, What do recreational runners think about risk factors for running injuries? A descriptive study of their beliefs and opinions, J. Ortho. Sports. Phy. source
  • Probably not a substantial claim. It may be too vague to check against evidence. The paper may give no reason why it holds. It may state two separate claims as one.

    Interpretationreasoning

    If the equestrian industry chose to implement tried-and-tested safety principles, this would assist in mitigating risk and potentially reduce human horse-related injury and fatalities.

    “Moreover, if the equestrian industry chose to implement these tried-and-tested safety principles, this would assist in mitigating risk and potentially reduce human horse-related injury and fatalities.”
    Quote in the paperNot a substantial claim
  • It may state two separate claims as one.

    Interpretationreasoning

    With this, adherence to best safety practices diminishes and more short-cuts are likely to occur.

    “With this adherence to best safety practices diminish and more short-cuts are likely to occur.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim.

    Interpretationreasoning

    Some human behaviours likened to those of herd animals may unintentionally cloud independent judgment resulting in more exposure to imminent danger or a hazard.

    “Some human behaviours likened to those of herd animals may unintentionally cloud independent judgment resulting in more exposure to imminent danger or a hazard.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Premisecitation

    The concept of sensation or stimulation seeking may explain why some humans take more risks around horses than others.

    “In addition, the concept of sensation or stimulation seeking has been given some consideration by researchers [46,60,89] and this may explain why some humans take more risks around horse than others.”
    Quote in the paperNot a substantial claim0 of 3 sources checked
    • cites [46] Thompson, 2013, Over-riding concerns: Developing safe relations in the high-risk interspecies sport of eventing, Int. Rev. Sociol. Sport. source
    • cites [60] Nicholson, 2005, Personality and domain-specific risk taking, J. Risk. Res. source
    • cites [89] Zuckerman, M. (2007). Sensation Seeking and Risky Behaviour, American Psychological Association. source
  • Probably not a substantial claim. It may be too vague to check against evidence. The paper’s conclusions may not depend on it. The paper may give no reason why it holds.

    Interpretationreasoning

    Myers theory and explanation may lead to inaccurate, unsafe or biased safety decisions.

    “Myers theory and explanation may lead to inaccurate, unsafe or biased safety decisions.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Premisecitation

    Nixon's review of American sport articles suggests athletes identify with a set of values and beliefs to accept risk and pain in sport, due to culture and social messaging.

    “The findings suggest athletes identify with a set of values and beliefs to accept risk and pain in sport, due to the nature and implications of culture and social messaging [77].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [77] Nixon, 1993, Accepting the risks of pain and injury in sport: Mediated cultural influences on playing hurt, Soc. Sport. J. source

      Checked before — its earlier verdict is held back until a new check runs.

  • Probably not a substantial claim. The paper’s conclusions may not depend on it. The paper may give no reason why it holds. It may state two separate claims as one.

    Interpretationnone given

    The use of a helmet for some may suggest an element of risk compensation whereby a human changes their behaviour becoming more careful when sensing increased risk, and with a helmet less careful if they feel protected.

    “The use of a helmet for some may suggest an element of ‘risk compensation’ whereby a human changes their behaviour becoming more careful when sensing increased risk, and with a helmet less careful if they feel protected.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim. It may be too vague to check against evidence. The paper may give no reason why it holds.

    Interpretationnone given

    If a horse receiving drugs to make it safer to ride changes hands, the opportunity for non-disclosure of previous usage by the owner is very likely.

    “Finally, (3) if a horse receiving drugs to make it safer to ride changes hands (sale, lease or other), the opportunity for non-disclosure of previous usage by the owner is very likely.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim. The paper may give no reason why it holds.

    Interpretationnone given

    If a horse is unsafe to ride, masking or intermittently controlling an unwanted or unsafe behaviour with a drug or substance does not fix or change the initial problem behaviour, even though it may take the edge off it.

    “(1) If a horse is unsafe to ride, masking or intermittently controlling an unwanted or unsafe behaviour with a drug or substance does not fix or change the initial problem behaviour, even though it may ‘take the edge off it’.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim. The paper’s conclusions may not depend on it. It may state two separate claims as one.

    Premisecitation

    Trade-offs for income regardless of the risk to human health or wellbeing seem to be accepted in other contexts like sex workers, income per capita with less preparation for natural disasters, and rising urbanisation escalating global risk of obesity and type 2 diabetes.

    “Trade-offs for income regardless of the risk to human health or wellbeing seems to be accepted in other contexts like, sex workers [99,100], income per capita, with less preparation for natural disasters [101] and rising urbanisation escalating global risk of obesity and type 2 diabetes [102].”
    Quote in the paperNot a substantial claim0 of 4 sources checked
    • cites [99] Musyoki, 2015, Prevalence of HIV, sexually transmitted infections, and risk behaviours among female sex workers in Nairobi, Kenya: Results of a respondent driven sampling study, AIDS Behav. source

      Checked before — its earlier verdict is held back until a new check runs.

    • cites [100] Benotsch, 2004, Drug use and sexual risk behaviours among female Russian IDUs who exchange sex for money or drugs, Int. J. STD AIDS source
    • cites [101] Kellenberg, 2008, Does rising income increase or decrease damage risk from natural disasters?, J. Urban Econ. source
    • cites [102] Tilman, 2014, Global diets link environmental sustainability and human health, Nature source
  • Probably not a substantial claim. The paper’s conclusions may not depend on it. The paper may give no reason why it holds.

    Interpretationnone given

    Improved safety controls usually require more planning and implementation than PPE.

    “Improved safety controls usually require more planning and implementation than PPE.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim. The paper’s conclusions may not depend on it. The paper may give no reason why it holds.

    Interpretationreasoning

    In these circumstances, feelings of human dread or fear in a dangerous situation are expelled from normal human thinking processes.

    “In these circumstances, feelings of human dread or fear in a dangerous situation are expelled from normal human thinking processes.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Premisecitation

    Humans tend to feel more comfortable and accepted in groups.

    “Humans tend to feel more comfortable and accepted in groups [79].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [79] Joffe, 2003, Risk: From perception to social representation, Brit. J. Soc. Psych. source
  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Interpretationreasoning

    A human may be less likely to express a safety concern or belief for fear of not fitting in, being rejected or different, creating intellectual conflict and unwillingness to speak up or accept change.

    “Moreover, a human may be less likely to express a safety concern or belief for fear of not ‘fitting-in’ the group, being rejected or different, thus creating intellectual conflict and an unwillingness to speak-up or accept a change in tradition or culture.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Premisecitation

    Research validates less competent humans often exaggerate their level of skill and knowledge.

    “given research validates less competent humans often exaggerate their level of skill and knowledge [98].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [98] Huang, 2013, When peers are not peers and don’t know it: The Dunning-Kruger effect and self-fulfilling prophecy in peer-review, Bioessays source
  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Premisecitation

    Myers suggests risk perception is a common sense approach, educated guess or intuition (heuristics), a mental shortcut to reduce decision making.

    “Myers suggests it’s a common sense approach, educated guess or intuition (heuristics), a mental (cognitive) shortcut to reduce decision making [72].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [72] Myers, D.G. (2010). Social Psychology, McGraw Hill. [10th ed.].
  • Probably not a substantial claim. It may be too vague to check against evidence. The paper’s conclusions may not depend on it. The paper may give no reason why it holds.

    Interpretationreasoning

    One way a human can determine if their judgments and choices are accurate is if they receive guidance, a signal, or engage a mentor (coach or supervisor).

    “However, one way a human can determine if their judgments and choices are accurate is if they receive guidance, a signal, or engage a mentor (coach or supervisor).”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Premisecitation

    Kasperson et al.'s theory of social amplification of risk includes human psychology, social and cultural perspectives.

    “Finally, Kasperson et al.’s theory of social amplification of risk (interdisciplinary approach) includes human psychology, social and cultural perspectives [34].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [34] Kasperson, 1988, The social amplification of risk: A conceptual framework, Risk Anal. source
  • Probably not a substantial claim. It may be too vague to check against evidence. The paper’s conclusions may not depend on it.

    Interpretationreasoning

    In many circumstances humans are more likely to be misguided by their own choices, even if they believe they are right and justified.

    “In many circumstances humans are more likely to be misguided by their own choices, even if they believe they are right and justified.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Premisecitation

    Perception of lower levels of risk is associated with a higher risk of injury in sport.

    “Deroche et al. identified following a study of psychological mediators in sport injury, that the perception of lower levels of risk were associated with a higher risk of injury [67].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [67] Deroche, 2012, Psychological mediators of the sport injury—perceived risk relationship, Risk. Anal. J. source
  • Probably not a substantial claim. The paper’s conclusions may not depend on it. It may state two separate claims as one.

    Premisecitation

    Research has found that those who participate in high-risk sports are predominantly extroverts with Type A personality characteristics and tend to be emotionally stable.

    “Research has found that those who participate in high-risk sports are predominantly extroverts with Type A personality characteristics and they tend to be emotionally stable [87,88].”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites [87] Watson, 2004, Personality differences in high risk sports amateurs and instructors, Percept. Mot. Ski. source
    • cites [88] Freixanet, 1991, Personality profile of subjects engaged in high physical risk sports. Personality, Ind. Diff. source
  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Premisecitation

    Research has recognised safety-first human behaviours involving a problematic task may change if rules are not reinforced and money becomes an incentive.

    “Research has recognised safety-first human behaviours involving a problematic task, may change if rules are not reinforced and money becomes an incentive [103].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [103] Arkes, 1986, Factors influencing the use of a decision rule in a probabilistic task, Organ. Behav. Hum. Dec. Proc. source
  • Probably not a substantial claim. The paper’s conclusions may not depend on it. It may state two separate claims as one.

    Premisecitation

    Many forms of drugs and substances are used illegally and often over-used or abused by humans.

    “In addition, it is well known that many forms of drugs and substances are used illegally an often over-used or abused by humans [106,107].”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites [106] Volkow, N.D. (2019, November 15). Prescription drugs: Abuse and Addiction; National Institute on Drug Abuse, Available online: https://www.drugabuse.gov.
    • cites [107] Compton, 2006, Abuse of prescription drugs and the risk of addiction, Drug. Alc. Dep. source
  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Premisecitation

    The Dunning-Kruger theory suggests that the most competent humans usually underestimate their level of capabilities.

    “This theory suggests that the most competent humans usually underestimate their level of capabilities [94].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [94] Dunning, D. (2011). The Dunning–Kruger effect: On being ignorant of one’s own ignorance. Advances in Experimental Social Psychology, Elsevier. source
  • Probably not a substantial claim. The paper’s conclusions may not depend on it. It may state two separate claims as one.

    Study design and conductreasoning

    Respondents self-rated their level of capability using a brief definition of an adjusted 5-level-skill-scale based on the British Horse Societies Pathways program, and it was their subjective opinion to determine their own rating.

    “To assist respondents in self-rating their level of capability they were provided with a brief definition of an adjusted 5-level-skill-scale based on the British Horse Societies Pathways program.”
    • Also stated in: § 4.3. Horse-Related Safety Behaviours · plain
      “It was the respondent’s subjective opinion of themselves to determine their own rating.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim. The paper’s conclusions may not depend on it. It may state two separate claims as one.

    Premisecitation

    Helmet usage is frequently a topic of debate amongst equestrians, horse-related disciplines, and other sports, with the perception that if the helmet is on you are safe to ride.

    “Helmet usage is frequently a topic of debate amongst equestrians, horse-related disciplines, and other sports, with the perception that if the lid (helmet) is on your safe to ride [112].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [112] Bazargan, 2011, The frequency and predictors of helmet use among Iranian motorcyclists: A quantitative and qualitative study, Accid. Anal. Prev. J. source
  • Probably not a substantial claim. The paper’s conclusions may not depend on it. It may state two separate claims as one.

    Interpretationcitation

    Some equestrians may fit into the sensation-seeking group, with confidence, high self-efficacy and a strong desire to master the challenge of any high-risk activity, to control oneself and their environment.

    “Some equestrians may fit into the sensation-seeking group [90], oozing confidence, with high self-efficacy and a strong desire to master the challenge of any high-risk activity, to control oneself and their environment [87,91,92].”
    Quote in the paperNot a substantial claim0 of 4 sources checked
    • cites [90] Rowland, 1986, Sensation seeking and participation in sporting activities, J. Sport. Exer. Psych. source
    • cites [87] Watson, 2004, Personality differences in high risk sports amateurs and instructors, Percept. Mot. Ski. source
    • cites [91] Slovic, P. (1992). Perception of Risk: Reflections on the Psychometric Paradigm, University of Oregon Division Research.
    • cites [92] Slanger, 1997, Motivation and disinhibition in high risk sports: Sensation seeking and self-efficacy, J. Res. Personal. source
  • Probably not a substantial claim.

    Interpretationcitation

    This belief is unlikely to change without further interventions such as risk analysis, safety training and sharing ideas or experiences to be safer around horses.

    “This belief is unlikely to change without further interventions, such as risk analysis, safety training and the sharing ideas or experiences to be safer around horses [71].”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [71] Slovic, P., Fischhoff, B., and Lichtenstein, S. (1981). Perceived Risk: Psychological Factors and Social Implications, Decision Research Branch of Perceptronics. source
  • Probably not a substantial claim. The paper’s conclusions may not depend on it. It may state two separate claims as one.

    Premisecitation

    Drugs are used by humans for medical or mental health conditions, pleasure and social purposes, an accepted and well-known practice in society.

    “Drugs are used by humans for medical or mental health conditions, pleasure and social purposes, this being an accepted and well-known practice in society [104,105].”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites [104] Hanson, G., Venturelli, P., and Fleckenstein, A. (2001). Drugs and Society, Jones & Bartlett Publishers.
    • cites [105] Ksir, C., Hart, C., and Ray, O. (2009). Drugs, Society and Human Behavior, McGraw-Hill.
  • It may state two separate claims as one.

    Premisecitation

    Being over-confident can result in harm, also lead to complacency and human error.

    “Being over-confident can result in harm, also lead to complacency and human error [97].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [97] Trevelyan, 2008, Optimism, overconfidence and entrepreneurial activity, Mgt. Dec. source
  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Premisecitation

    Drugs and substances are used by humans (some unqualified) for horses (prescribed or not by a veterinarian) for performance enhancement, calming, horse-health, welfare or sedation.

    “Drugs and substances are used by humans (some unqualified) for horses (prescribed or not by a veterinarian) for the purposes of performance enhancement, calming, horse-health, welfare or sedation of a horse [108,109,110,111].”
    Quote in the paperNot a substantial claim0 of 4 sources checked
    • cites [108] Atock, 1994, Welfare of competition horses, Rev. Sci. Tech. L’Office Int. Epizoot. source
    • cites [109] Bartek, K.E. (2013). What Ails America’s Racetracks: Drugging in Horse Racing, Seton Hall University.

      Checked before — its earlier verdict is held back until a new check runs.

    • cites [110] Murphy, D. (1982). Horse Racing and Drug Abuse: Untangling the Issues Involved, The Humane Society Institute for Science and Policy, WBI Studies Repository. Available online: https://www.wellbeingintlstudiesrepository.org/cgi/viewcontent.cgi?article=1005&context=acwp_ewp.
    • cites [111] Charles, C. (1981). Drugs and the Performance Horse, Thomas.
  • Probably not a substantial claim. The paper’s conclusions may not depend on it. It may state two separate claims as one.

    Premisecitation

    Some athletes could be described as having a stimulus addiction, whereby daily activities of living may be routine and boring, so pushing physical and emotional boundaries becomes exciting.

    “Some athletes could be described as having a stimulus addiction, whereby daily activates of living may be somewhat routine and boring, so pushing their physical and emotional boundaries becomes exciting [87].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [87] Watson, 2004, Personality differences in high risk sports amateurs and instructors, Percept. Mot. Ski. source
  • Probably not a substantial claim. The paper’s conclusions may not depend on it. It may state two separate claims as one.

    Premisecitation

    The alleged title of high-risk athletes being mad is often accompanied by strong leadership skills, emotional stability, independence and low levels of anxiety.

    “However, this alleged title is often accompanied by strong leadership skills, emotional stability, independence and low levels of anxiety [87].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [87] Watson, 2004, Personality differences in high risk sports amateurs and instructors, Percept. Mot. Ski. source
  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Premisecitation

    Horse-related injuries is well researched identifying young inexperienced (amateur) female riders under or around 20 years of age are the at-risk-group for accidents and fatalities.

    “Horse-related injuries is well researched identifying young inexperienced (amateur) female riders under or around 20 years of age are the at-risk-group for accidents and fatalities [62,63,64].”
    Quote in the paperNot a substantial claim0 of 3 sources checked
    • cites [62] Thomas, 2006, Non-fatal horse related injuries treated in emergency departments in the United States, 2001–2003, Brit. J. Sports. Med. source

      Checked before — its earlier verdict is held back until a new check runs.

    • cites [63] McCrory, P., and Turner, M. (2005). Equestrian injuries. Epidemiology of Pediatric Sports Injuries, Karger Publishers. source
    • cites [64] 1992, Pediatric equestrian injuries, Pediatrics. J. source
  • Probably not a substantial claim. It may be too vague to check against evidence. The paper’s conclusions may not depend on it.

    Premisecitation

    These safer processes build a more robust risk management program for safer human-horse interactions.

    “These safer processes build a more robust risk management program for safer human–horse interactions [42,123].”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites [42] Wachter, 2014, A system of safety management practices and worker engagement for reducing and preventing accidents: An empirical and theoretical investigation, Accid. Anal. Prev. source

      Checked before — its earlier verdict is held back until a new check runs.

    • cites [123] Vinodkumar, 2010, Safety management practices and safety behaviour: Assessing the mediating role of safety knowledge and motivation, Accid. Anal. Prev. source
  • Probably not a substantial claim. It may be too vague to check against evidence. The paper’s conclusions may not depend on it.

    Interpretationreasoning

    Survey results may change through improved communication to mitigate any language barriers.

    “Therefore, survey results may change through improved communication to mitigate any language barriers [166].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [166] Abbe, 2006, A survey of language barriers from the perspective of pediatric oncologists, interpreters, and parents, Pediatric Blood Cancer source
  • Probably not a substantial claim. The paper’s conclusions may not depend on it. It may state two separate claims as one.

    Study design and conductreasoning

    General statements like 'unsafe behaviours for a horse' were not defined whereas other questions included parameters and definitions, which may have been easier for some and not others to interpret.

    “General statements like ‘unsafe behaviours for a horse’ were not defined whereas, other questions included parameters and definitions, which may have been easier for some and not others to interpret.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim. The paper’s conclusions may not depend on it. It may state two separate claims as one.

    Study design and conductcitation

    Due to the complexity of language and varying disciplines in equestrian, some terminology used may have been misunderstood by respondents, which may limit communication competence.

    “Due to the complexity of language and varying disciplines in equestrian some terminology used may have been misunderstood by respondents, which in fact may limit communication competence [165].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [165] Richards, J.C., and Schmidt, R.W. (2014). Language and Communication, Routledge. source
  • Probably not a substantial claim. It may be too vague to check against evidence. The paper’s conclusions may not depend on it.

    Interpretationreasoning

    A similar proactive investment for equestrian would far outweigh significant costs of human rehabilitation and associated legal fees.

    “A similar proactive investment for equestrian would far outweigh significant costs of human rehabilitation [161] and associated legal fees.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [161] Parkkari, 2001, Is it possible to prevent sports injuries?, Sports. Med. source
  • Probably not a substantial claim. The paper’s conclusions may not depend on it. It may state two separate claims as one.

    Study design and conductnone given

    The only mode of survey participation was an online format, with no option for telephone, written or face to face completion.

    “Furthermore, the only mode of survey participation was an online format, with no option for telephone, written or face to face completion.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Premisecitation

    A study of an effective evacuation during a fire emergency in road tunnels concluded safety informed and behaviorally trained participants were able to evacuate more reliably than those who did not participate in practical training exercises.

    “A study of an effective evacuation during a fire emergency in road tunnels, concluded safety informed and behavioral trained participants were able to evacuate more reliably than those who did not participant in practical training exercises [134].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [134] Kinateder, 2013, Human behaviour in severe tunnel accidents: Effects of information and behavioural training, Trans. Res. Part F Traffic. Psych. Behav. source
  • Probably not a substantial claim. It may be too vague to check against evidence. The paper may give no reason why it holds. It may state two separate claims as one.

    Interpretationreasoning

    A similar proactive investment for equestrian has the potential to reduce family loss and the devastating impact on social groups and the equestrian industry.

    “Moreover, it has the potential to reduce family loss and the devastating impact on social groups and the equestrian industry.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim. It may be too vague to check against evidence. The paper’s conclusions may not depend on it.

    Interpretationcitation

    Below the "tip of the iceberg" lies the unknown, assumed and unevaluated risks.

    “Below the “tip of the iceberg” (a metaphor) [167] lies the unknown, assumed and unevaluated risks [168].”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites [167] Blasko, 1999, Only the tip of the iceberg: Who understands what about metaphor?, J. Pragmat. source
    • cites [168] Zinn, 2008, Heading into the unknown: Everyday strategies for managing risk and uncertainty, Health Risk Soc. source
  • Probably not a substantial claim. The paper’s conclusions may not depend on it. It may state two separate claims as one.

    Study design and conductreasoning

    All survey responses were subjective with no opportunity for revealed behaviours, observation or discussion.

    “All survey responses were subjective with no opportunity for revealed behaviours, observation or discussion.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim. The paper’s conclusions may not depend on it. It may state two separate claims as one.

    Study design and conductcitation

    Responses primarily relied on the participant's self-reported opinion, memory recall, feelings, beliefs and values and was only distributed in the English language.

    “Responses primarily relied on the participant’s self-reported opinion, memory recall, feelings, beliefs and values and was only distributed in the English language [164].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [164] Coughlan, 2009, Survey research: Process and limitations, Int. J. Ther. Rehabil. source
  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Study design and conductcitation

    Some responses may have been over or underreported based on social desirability bias.

    “In addition, some of the responses may have been over or underreported based on social desirability bias [163].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [163] Garb, 1997, Race bias, social class bias, and gender bias in clinical judgment, Clin. Psychol. Sci. Pract. source
  • Probably not a substantial claim.

    Study design and conductown data

    This was a significant quantitative finding for respondents interacting with horses in the survey.

    “This was a significant quantitative finding for respondents interacting with horses in the survey.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim. It may be too vague to check against evidence. The paper may give no reason why it holds.

    Interpretationnone given

    Equestrian as an industry has the opportunity to learn from other high-risk sports and workplaces about successful risk-mitigation processes to help reduce horse-related human injuries and fatalities.

    “Finally, equestrian as an industry has the opportunity to learn from other high-risk sports and workplaces, about successful risk-mitigation processes to help reduce horse-related human injuries and fatalities.”
    Quote in the paperNot a substantial claim
  • It may state two separate claims as one.

    Premisecitation

    Training can promote positive human safety behaviours and improve organisational culture, although there is often resistance to training interventions.

    “Training can promote positive human safety behaviours and improve organisational culture [127,128,129,130] although there is often resistance to training interventions.”
    Quote in the paperSubstantial claim0 of 4 sources checked
    • cites [127] Hafey, R. (2017). Lean Safety: Transforming Your Safety Culture with Lean Management, CRC Press Taylor & Francis Group. source
    • cites [128] Harvey, 2001, The effectiveness of training to change safety culture and attitudes within a highly regulated environment, Per. Rev. source
    • cites [129] Cabrera, 1997, Safety climate and attitude as evaluation measures of organizational safety, Accid. Anal. Prev. source
    • cites [130] Parker, 2006, A framework for understanding the development of organisational safety culture, Saf. Sci. source
  • Probably not a substantial claim. It may be too vague to check against evidence. The paper’s conclusions may not depend on it. The paper may give no reason why it holds.

    Interpretationreasoning

    To be able to juggle between learning and managing change, a human requires an initial degree of skill and competence.

    “Therefore, to be able to juggle between learning and managing change, a human requires an initial degree of skill and competence.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim. The paper’s conclusions may not depend on it. It may state two separate claims as one. The quote only partly states this claim.

    Interpretationreasoning

    Other elements can influence the success of human training and improved safety knowledge, including quality of training methods, dynamic training environment, having a training plan and time to reinforce new skills, and the horse.

    “However, other elements can influence the success of human training and improved safety knowledge.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim. The paper’s conclusions may not depend on it. It may state two separate claims as one.

    Premisecitation

    The cost-benefit analysis for high-risk industries of value adding to workers' safety knowledge, behaviour change and risk perceptions is crucial to risk mitigation and often mandatory.

    “The cost-benefit analysis for these industries of ‘value adding’ to workers (especially inexperienced) safety knowledge, behaviour change and risk perceptions is crucial to risk mitigation and often mandatory [135,136,137,138,139,140,141,142].”
    Quote in the paperNot a substantial claim0 of 8 sources checked
    • cites [135] Zohar, 2003, The use of supervisory practices as leverage to improve safety behavior: A cross-level intervention model, J. Saf. Res. source
    • cites [136] Shi, 1993, A cost-benefit analysis of a California county’s back injury prevention program, Public Health Rep.
    • cites [137] Tichon, 2010, Plant operator simulation: Benefits and drawbacks for a construction training organization, Cogn. Technol. Work source
    • cites [138] Tong, 2014, Simulation study of coal mine safety investment based on system dynamics, Int. J. Min. Sci. Technol. source
    • cites [139] Edkins, 2002, A review of the benefits of aviation human factors training, Hum. Factors Aerosp. Saf.
    • cites [140] Kristiansen, S. (2013). Maritime Transportation: Safety Management and Risk Analysis, CRC Press. source
    • cites [141] Reese, C.D., and Eidson, J.V. (2006). Handbook of OSHA Construction Safety and Health, CRC Press Taylor & Francis. source
    • cites [142] Schulte, 2005, Integrating occupational safety and health information into vocational and technical education and other workforce preparation programs, Am. J. Public Health source

      Checked before — its earlier verdict is held back until a new check runs.

  • It may state two separate claims as one.

    Study design and conductcitation

    The survey respondents were predominantly female, which may lead to gender bias.

    “The survey respondents were predominantly female, which may lead to gender bias [162].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [162] Heiervang, 2011, Advantages and limitations of web-based surveys: Evidence from a child mental health survey, Soc. Psychiatry Psychiatr. Epidemiol. source
  • It may state two separate claims as one.

    Premisecitation

    Training in safer handling-riding of horses increases situational awareness and assists a human in making an informed decision about likely hazards and the risks.

    “Training in safer handling-riding of horses (high-risk activity), increases situational awareness and assists a human in making an informed decision about likely hazards and the risks [132,133].”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites [132] Pradhan, A.K., Fisher, D.L., and Pollatsek, A. (2005, January 6). The effects of PC-based training on novice drivers’ risk awareness in a driving simulator. Proceedings of the The third International Driving Symposium on Human Factors in Driver Assessment, Training and Vehicle Design, Rockport, ME, USA. source

      Checked before — its earlier verdict is held back until a new check runs.

    • cites [133] Nazir, 2015, Impact of training methods on Distributed Situation Awareness of industrial operators, Saf. Sci. source

      Checked before — its earlier verdict is held back until a new check runs.

  • Probably not a substantial claim. It may be too vague to check against evidence. The paper’s conclusions may not depend on it. The paper may give no reason why it holds.

    Interpretationnone given

    Higher safety controls may take time to develop and apply.

    “Higher safety controls may take time to develop and apply.”
    Quote in the paperNot a substantial claim
112 of 112
  • The paper relies on this without support.

    Equestrian lacks a formal regulatory framework for standardised safety and risk mitigation, unlike high-risk workplaces.

    “Equestrian has no formal regulatory framework for standardised safety and risk mitigation unlike high-risk workplaces, despite horses having a title of plant or equipment in work environments.”
  • The paper relies on this without support.

    The majority of equestrian safety measures focus on low-level risk treatment (e.g., personal protective equipment) and little attention is given to environmental exposures, human-behavioural factors and risk assessment.

    “The majority of equestrian safety measures focus on low-level risk treatment (e.g., personal protective equipment) and some reporting. Little attention is given to environmental exposures, human-behavioural factors and risk assessment due to a general belief that riding is dangerous and humans can get seriously injured.”
  • The paper relies on this without support.

    A greater understanding of the relationship between human risk perception, values and safety behaviours is required to address ongoing safety concerns.

    “To address these ongoing safety concerns, a greater understanding of the relationship between human risk perception, values and safety behaviours is required.”
  • The authors state this as an assumption.

    Learning new or safer horse-handling-riding skills will make it easier to train a horse.

    “This approach makes sense; along with an element of assumption that learning new or safer horse-handling-riding skills, will make it easier to train a horse.”
  • The paper relies on this without support.

    Money (income) has a strong influence over human decision making, regardless of the outcome being good or bad.

    “Money (income) has a strong influence over human decision making, regardless of the outcome being good or bad.”
  • The paper relies on this without support.

    If it looks and feels good, humans are often willing to take a risk, despite any known or unplanned negative consequences.

    “If it looks and feels good humans are often willing to take a risk, despite any known or unplanned negative consequences.”
  • The paper relies on this without support.

    Different cultural groups usually share similar beliefs.

    “Different cultural groups usually share similar beliefs.”
  • The paper relies on this without support.

    Equestrian activities (work or non-work) cluster around similar interests, ideas or associations.

    “Equestrian activities (work or non-work) cluster around similar interests, ideas or associations, for example pony club, dressage, veterinaries, jumping and farriers.”
8 of 8

Statistics recomputed

Every reported test result, recomputed from its test statistic and degrees of freedom. A result shows as not adding up only once an independent check has confirmed it.

  • ConsistentF(1, 1271) = 12.984reported p < .001 · recomputed p < .001

    “F(1,1271) = 12.984, p < .001”

  • ConsistentF(6, 1255) = 3.694reported p = .001 · recomputed p = .001

    “F(6,1255) = 3.694, p = .001”

  • ConsistentF(1, 1269) = 15.86reported p < .001 · recomputed p < .001

    “F(1,1269) = 15.860, p < .001”

  • ConsistentF(1, 1269) = 9.834reported p = .002 · recomputed p = .002

    “F(1,1269) = 9.834, p = .002”

  • ConsistentF(1, 1269) = 36.934reported p < .001 · recomputed p < .001

    “F(1,1269) = 36.934, p < .001”

  • ConsistentF(2, 1275) = 4.125reported p = .016 · recomputed p = .016

    “F(2,1275) = 4.125, p = .016”

  • ConsistentF(2, 1275) = 3.684reported p = .025 · recomputed p = .025

    “F(2,1275) = 3.684, p = .025”

  • ConsistentF(1, 1545) = 4.961reported p = .026 · recomputed p = .026

    “F(1,1545) = 4.961, p = .026”

  • ConsistentF(1, 1545) = 9.643reported p = .002 · recomputed p = .002

    “F(1,1545) = 9.643, p = .002”

9 of 9

Self-check

Percentages, sums and reported differences re-computed from the paper’s own numbers.

Each contradiction between two passages listed here was confirmed by an independent check.

  • Injury-rate ANOVA implies more observations than the analyzed sample

    Minor

    An ANOVA reported as F(2,1275) has at least 1278 observations, exceeding the 1273 completed surveys said to be the only ones analyzed.

  • Sport-risk ANOVA implies more observations than the analyzed sample

    Minor

    An ANOVA reported as F(1,1545) implies at least 1547 observations, although the paper says only 1273 completed surveys were analyzed.

2 of 2

Citations

Cites

Flagged first, then by citations

1 of the 148 references couldn’t be matched to a known paper.

Research works printed but not linked: 8

  1. Simpson, G. (1951). Horses. The Story of the Horse Family in the Modern World and through Sixty Million Years of History, Oxford University Press Inc.
  2. Starr, J., and Sweeny, C. (1989). The History of the 2nd/14th Light Horse (Queensland Mounted Infantry), University of Queensland Press.
  3. Williams, 1989, Horse Related Injuries, Hospital, 93, 1
  4. British Horse Society (1990). Manual of Equitation: The Complete Training of Horse and Rider, Kenilworth Press Limited.
  5. Myers, D.G. (2010). Social Psychology, McGraw Hill. [10th ed.].
  6. Ksir, C., Hart, C., and Ray, O. (2009). Drugs, Society and Human Behavior, McGraw-Hill.
  7. Michaelsen, 2012, The question of safety in horse-riding sports, Sportverletz. Sportschaden Organ Ges. Orthop. Traumatol. Sportmed., 26, 159
  8. Geistfeld, 2001, Reconciling cost-benefit analysis with the principle that safety matters more than money, NYUL Rev., 76, 114

Cited by

Sorted by citations

Metadata

Authors
Chapman, M., Thomas, M., & Thompson, K.
Affiliations
  • UNSW Sydney (AU)
  • Central Queensland University (AU)
  • University of South Australia (AU)
Corresponding author
Chapman, Meredith
Venue
Animals
Publisher
MDPI AG
Published
2020-11-26
Volume
10
Issue
12
Pages
2222
ISSN
2076-2615 (ISSN-L)
OpenAlex
W3110539340
Cited by
20
References
148
Citations by year
2026: 1 · 2025: 5 · 2024: 3 · 2023: 3 · 2022: 4 · 2021: 4
FWCI
3.67
Type
journal article
Language
en
Open access
Locations
  • Animals (publishedVersion, cc-by)
  • PubMed Central (publishedVersion, cc-by)
  • PubMed (publishedVersion)
  • UniSA Research Outputs Repository (University of South Australia) (acceptedVersion, other-oa)
  • Adelaide Research & Scholarship (AR&S) (University of Adelaide) (submittedVersion, cc-by)
  • DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
  • Figshare (submittedVersion, cc-by)
Topics
  • Social Sciences › Safety Research › Occupational Health and Safety Research
  • Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Agriculture and Farm Safety
  • Health Sciences › Veterinary › Equine › Veterinary Equine Medical Research
Keywords
horse safety, risk perception, safety behavior, equestrian injuries, human-horse interaction, safety training, risk management, risk assessment, risk mitigation, safety communication

About these checks

Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.

A language model drew the claims from the paper on 2026-11-10, under version 3 of the claim definition (model deepseek-v4.1-flash, prompt extract-v3).

A second model labelled each claim on 2026-11-10 (model jev-1.13-20260917, definition revision gold-guideline-v0.2).

Cited sources are checked with a language model’s help (gpt-6-sol).

Statistics and arithmetic are recomputed, not judged.

Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.

What counts as a claim ›How we measure confidence ›How we check this ›

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