Table 2

Included publications analysing different adaptations of manikins for in-person BLS training.

First author, publication year, countryArticle and research typeMain topicMethods/participantsManikin adaptationRelevant key findings
Goulding, 2022, Australia30Original research article


Prospective blinded randomised-controlled crossover study
  • Improvement of chest compressions using a BariBoard (Iron Duck, Chicopee, USA) on a modified manikin simulating a morbidly obese patient (BMI=40 kg/m2).

  • Medical professionals from the critical care department.

  • 201 participants.

  • DIY modifications of manikin by putting vacuum sealed bags of porcine fat were inserted into anterior and posterior pockets of a customised neoprene suit, which was placed on a resuscitation model to emulate a BMI of 40 kg/m2.

  • Significantly higher overall efficacy of compressions in obese manikin and for adequate compression depth and recoil.

  • No statistically significant difference between the proportions of participants achieving an adequate compression rate.

  • After adjustment for confounders and interactions, there was no difference in overall efficacy between both groups.

Kraft, 2024, Germany39Conference abstract


Prospective randomised-controlled cross-over study
  • Influence of manikin sex on chest compression rate, depth, recoil and hand-off time.

  • Layperson without a medical background performed chest compression-only CPR for 8 min.

  • 198 participants were randomised 1:1 either to male or female manikin first.

  • No further information about adaptations given.

  • Significantly higher average compression rate in females vs male manikins (104 (±19) bpm vs 97 (±28) bpm, p=0.001).

  • Significantly lower number of insufficient recoil in female vs male manikins (13% (±22%) vs 24% (±29%), p<0.001).

  • No statistically significant differences in the remaining CPR metrics.

Kramer, 2014, Canada29Original research article


Randomised controlled trial
  • Influence of manikin sex on removing clothes and placement of rescuer hands of layperson.

  • Undergraduate students

  • Participants randomly assigned to do CPR with an AED on female or male manikin.

  • 69 participants: 36 trained with standard and 33 with female manikin.

  • DIY modifications of manikin using silicone breasts, a wig, make-up, a front-opening brassiere and colour-coordinated women’s clothing.

  • Significantly more participants on the male manikin removed clothes completely (92% vs 42%).

  • Female participants assigned to female manikin removed significantly more often all clothes than male participants (67% vs 13%). No difference in removing clothes between men and women in male manikin.

  • Hand placement on male manikin showed more variability over a greater area of the chest, while hand placement on female manikin tended to be centred between the breasts.

Secombe, 2018, Australia32Original research article


Prospective randomised controlled crossover study
  • Adequacy of thoracic compressions on a modified manikin simulating a morbidly obese patient (BMI=40 kg/m2). compared with a ‘standard’ non-obese manikin and participant-perceived measures of effectiveness, fatigue and pain

  • Medical professionals from the critical care department at Alice Springs Hospital, Australia.

  • 101 participants

  • DIY modifications of ‘standard’ manikin by putting vacuum sealed bags of porcine fat were inserted into anterior and posterior pockets of a customised neoprene suit, which was placed on a resuscitation model to emulate a BMI of 40 kg/m2.

  • Significantly lower adequacy for chest compression on obese manikin, and for each component of primary outcome as well.

  • No significant difference in the mean chest compression rate, but highly significant difference in both the mean compression depth achieved overall and, in each quartile, and the mean release velocity.

  • There was a significant difference in perceived effectiveness, fatigue and pain favouring the non-obese manikin.

Tellson, 2017, USA33Original research article


Randomised controlled trial
  • Evaluate chest compression for three adult simulation manikins (‘standard’, obese, and morbidly obese)

  • Contribution of participant characteristics of height, weight, sex and upper body strength to the quality of chest compressions in obese and morbidly obese manikins.

  • Medical professionals from a for-profit cardiovascular specialty hospital.

  • 61 participants

  • The thorax framework and the sensors from a standard CPR manikin were in the correct anatomical position in the adapted manikins.

  • Manikins to mimic an obese and a morbidly obese adult were created, manufactured, and tested by a professional in the field of manikin design and manufacturing by adding the calculated amount of a foam substance of a consistency similar to adipose tissue.

  • Significantly more successful chest compressions on ‘standard’ manikin, compared with both obese and morbidly obese manikins.

  • No significant difference in performance between the two obese manikins.

  • BMI of rescuer, upper body strength, ethnicity and manikin order were all significantly associated with the number of successful compressions.

Kim, 2023, USA34Original research article


Non-randomised controlled trial (5 of 31 manikins were adapted)
  • To evaluate the influence of the use of a female manikin during CPR training on reported comfort levels pre- and post-training of trainees in performing CPR on women with a questionnaire.

  • Layperson as part of an annual training

  • 79 participants: 58 using standard manikin and 21 female manikin

  • Pre-training and post-training survey

  • DIY modifications of ‘standard’ manikin with breast adjunct constructed from a lifecast silicone mould.

  • In the post-training survey comparison, trainees in the adjunct group reported greater comfort in performing CPR on women, compared with the control group.

  • This effect persisted for questions relating to both clothed and unclothed women.

Kobayashi, 2024, Japan31Original research article


Cross-over study
  • Effect of manikin sex on the quality of chest compressions.

  • Students studying medical care and welfare without prior training.

  • 34 participants (15 males, 19 females)

  • DIY modifications of ‘standard’ manikin by using silicone breasts and dressed in a brassiere, long skirt, long-sleeved shirt, and long-haired wig.

  • Significantly higher appropriate compression depth ratio (46.5 vs 73.6%) and significantly lower appropriate recoil ratio (92.2 vs 85.3%) of chest compressions on female manikins.

  • No significant difference in other outcomes.

Longo, 2024, USA28Original research article


Cross-over study
  • Ability to perform chest compressions on an obese manikin.

  • Analyse the effect of American football protective equipment on the performance of chest compressions by emergency responders

  • Emergency responders performing 2 min of chest compressions on a ‘standard’ and an obese manikin, once with and once without chest/shoulder pads on.

  • 50 participants

  • Obese patient was simulated using a Nasco Bariatric CPR Manikin (Nasco Healthcare Inc. Life/form, Saugerties, USA) (commercially available).

  • Mean compression depth significantly lower when performed on the obese manikin compared with ‘standard’ manikin, while chest recoil was significantly better in obese manikin.

  • No significant difference in chest compression rate.

Leary, 2018, USA37Conference abstract


Randomised controlled trial
  • Evaluate laypersons response to an unannounced simulated virtual reality cardiac arrest based on the victim’s sex.

  • Untrained laypersons using a virtual reality cardiac arrest system to simulate victim’s sex (female or male), while performing CPR on the ‘standard’ manikin.

  • 75 participants

  • DIY immersive virtual reality system to simulate the sex of virtual manikin.

  • Non-significant difference between CPR performed on male vs female victims (65% vs 54%).

  • Non-significant difference between AED use for male vs female victims (21% vs 15%).

O'Hare, 2014, Ireland38Conference abstract


Randomised controlled trial
  • Effect of patient sex to time-to-first shock by untrained bystanders using a public access defibrillator.

  • Untrained laypersons

  • 78 participants

  • Half of the participants trained with a ‘female’ manikin clothed in a front-opening hooded sweater with a bra underneath and another half with standard manikin.

  • DIY modifications of ‘standard’ manikin with a bra under sweater.

  • All participants successfully delivered a shock.

  • No statistically significant difference between the times to first shock of the female and male clothed manikin groups.

  • 88.5% of the participants were able to correctly place the electrodes.

Walls, 2023, UK40Conference poster


Observational, questionnaire study
  • Observe the choice of manikin between the ‘standard’ manikin or black OBI manikin within ethnic groups and receive feedback on their choice.

  • Record opinions regarding the need for ethnically diverse manikins for BLS training.

  • Healthcare professionals

  • 30 participants

  • Brayden OBI manikin (Innosonian Europe, Farnborough, UK) (commercially available) representing an ethnically appropriate adult black male with anatomically correct features.

  • From white or black backgrounds 56% chose black manikin, 60% from Asian group chose this manikin, and only 25% of participants from the mixed group (white Asian or Other) chose the diverse manikin.

  • 56% of black participants stated that they identified more with black manikin, 33% said neither and 11% said ‘standard’ manikin.

  • 78% of black participants thought it important that manikins reflect ethnicity. The same number felt that having black manikins will help improve CPR.

  • Most participants identifying as ‘black,’ strongly agreed that ethnically accurate manikins will help to improve CPR training.

  • AED, automated external defibrillator; BLS, Basic Life Support; BMI, body mass index; bpm, beats per minute; CPR, cardiopulmonary resuscitation; DIY, do-it-yourself.