1.Medical student selection interviews: insights into nonverbal observable communications: a cross-sectional study
Pin-Hsiang HUANG ; Kang-Chen FAN ; Alexander WAITS ; Boaz SHULRUF ; Yi-Fang CHUANG
Korean Journal of Medical Education 2025;37(2):153-161
Purpose:
Interviews play a crucial role in the medical school selection process, although little is known about interviewers’ non-verbal observable communications (NoVOC) during the interviews. This study investigates how interviewers perceive NoVOC exhibited by interviewees in two medical schools, one in Taiwan and the other in Australia. The study also explores potential cross-cultural differences in these perceptions.
Methods:
A 26-item questionnaire was developed using a Delphi-like method to identify NoVOC. Interviewers from the University of New South Wales, Australia, and National Yang Ming Chiao Tung University, Taiwan (n=47 and N=78, respectively) rated these NoVOC between 2018 and 2021. Factor analyses identified and validated underlying factors. Measurement invariance across countries and genders was examined.
Results:
A total of 125 interviewers completed the questionnaire, including 78 from Taiwan and 47 from Australia. Using exploratory factor analysis, 14 items yielded reliable three factors “charming,” “disengaged,” and “anxious” (Cronbach’s α=0.853, 0.714, and 0.628, respectively). The measurement invariance analysis indicated that the factor models were invariant across genders but significantly different between the two countries. Further analysis revealed inconsistencies in interpreting the “anxious” factor between Taiwan and Australia.
Conclusion
The three distinct factors revealed in this study provide valuable insights into the NoVOC that interviewers perceive and evaluate during the interview process. The findings highlight the importance of considering non-verbal communication in selecting medical students and emphasize the need for training and awareness among interviewers. Understanding the impact of non-verbal behaviors can improve selection processes to mitigate bias and enhance the fairness and reliability of medical student selection.
2.Medical student selection interviews: insights into nonverbal observable communications: a cross-sectional study
Pin-Hsiang HUANG ; Kang-Chen FAN ; Alexander WAITS ; Boaz SHULRUF ; Yi-Fang CHUANG
Korean Journal of Medical Education 2025;37(2):153-161
Purpose:
Interviews play a crucial role in the medical school selection process, although little is known about interviewers’ non-verbal observable communications (NoVOC) during the interviews. This study investigates how interviewers perceive NoVOC exhibited by interviewees in two medical schools, one in Taiwan and the other in Australia. The study also explores potential cross-cultural differences in these perceptions.
Methods:
A 26-item questionnaire was developed using a Delphi-like method to identify NoVOC. Interviewers from the University of New South Wales, Australia, and National Yang Ming Chiao Tung University, Taiwan (n=47 and N=78, respectively) rated these NoVOC between 2018 and 2021. Factor analyses identified and validated underlying factors. Measurement invariance across countries and genders was examined.
Results:
A total of 125 interviewers completed the questionnaire, including 78 from Taiwan and 47 from Australia. Using exploratory factor analysis, 14 items yielded reliable three factors “charming,” “disengaged,” and “anxious” (Cronbach’s α=0.853, 0.714, and 0.628, respectively). The measurement invariance analysis indicated that the factor models were invariant across genders but significantly different between the two countries. Further analysis revealed inconsistencies in interpreting the “anxious” factor between Taiwan and Australia.
Conclusion
The three distinct factors revealed in this study provide valuable insights into the NoVOC that interviewers perceive and evaluate during the interview process. The findings highlight the importance of considering non-verbal communication in selecting medical students and emphasize the need for training and awareness among interviewers. Understanding the impact of non-verbal behaviors can improve selection processes to mitigate bias and enhance the fairness and reliability of medical student selection.
3.Medical student selection interviews: insights into nonverbal observable communications: a cross-sectional study
Pin-Hsiang HUANG ; Kang-Chen FAN ; Alexander WAITS ; Boaz SHULRUF ; Yi-Fang CHUANG
Korean Journal of Medical Education 2025;37(2):153-161
Purpose:
Interviews play a crucial role in the medical school selection process, although little is known about interviewers’ non-verbal observable communications (NoVOC) during the interviews. This study investigates how interviewers perceive NoVOC exhibited by interviewees in two medical schools, one in Taiwan and the other in Australia. The study also explores potential cross-cultural differences in these perceptions.
Methods:
A 26-item questionnaire was developed using a Delphi-like method to identify NoVOC. Interviewers from the University of New South Wales, Australia, and National Yang Ming Chiao Tung University, Taiwan (n=47 and N=78, respectively) rated these NoVOC between 2018 and 2021. Factor analyses identified and validated underlying factors. Measurement invariance across countries and genders was examined.
Results:
A total of 125 interviewers completed the questionnaire, including 78 from Taiwan and 47 from Australia. Using exploratory factor analysis, 14 items yielded reliable three factors “charming,” “disengaged,” and “anxious” (Cronbach’s α=0.853, 0.714, and 0.628, respectively). The measurement invariance analysis indicated that the factor models were invariant across genders but significantly different between the two countries. Further analysis revealed inconsistencies in interpreting the “anxious” factor between Taiwan and Australia.
Conclusion
The three distinct factors revealed in this study provide valuable insights into the NoVOC that interviewers perceive and evaluate during the interview process. The findings highlight the importance of considering non-verbal communication in selecting medical students and emphasize the need for training and awareness among interviewers. Understanding the impact of non-verbal behaviors can improve selection processes to mitigate bias and enhance the fairness and reliability of medical student selection.
4.Medical student selection interviews: insights into nonverbal observable communications: a cross-sectional study
Pin-Hsiang HUANG ; Kang-Chen FAN ; Alexander WAITS ; Boaz SHULRUF ; Yi-Fang CHUANG
Korean Journal of Medical Education 2025;37(2):153-161
Purpose:
Interviews play a crucial role in the medical school selection process, although little is known about interviewers’ non-verbal observable communications (NoVOC) during the interviews. This study investigates how interviewers perceive NoVOC exhibited by interviewees in two medical schools, one in Taiwan and the other in Australia. The study also explores potential cross-cultural differences in these perceptions.
Methods:
A 26-item questionnaire was developed using a Delphi-like method to identify NoVOC. Interviewers from the University of New South Wales, Australia, and National Yang Ming Chiao Tung University, Taiwan (n=47 and N=78, respectively) rated these NoVOC between 2018 and 2021. Factor analyses identified and validated underlying factors. Measurement invariance across countries and genders was examined.
Results:
A total of 125 interviewers completed the questionnaire, including 78 from Taiwan and 47 from Australia. Using exploratory factor analysis, 14 items yielded reliable three factors “charming,” “disengaged,” and “anxious” (Cronbach’s α=0.853, 0.714, and 0.628, respectively). The measurement invariance analysis indicated that the factor models were invariant across genders but significantly different between the two countries. Further analysis revealed inconsistencies in interpreting the “anxious” factor between Taiwan and Australia.
Conclusion
The three distinct factors revealed in this study provide valuable insights into the NoVOC that interviewers perceive and evaluate during the interview process. The findings highlight the importance of considering non-verbal communication in selecting medical students and emphasize the need for training and awareness among interviewers. Understanding the impact of non-verbal behaviors can improve selection processes to mitigate bias and enhance the fairness and reliability of medical student selection.
5.The safety and efficacy of anti-inflammatory-impregnated gelatin sponge in spine surgery: a systematic review and meta-analysis
Alexander Erick PURNOMO ; Yang Yang Endro ARJUNA ; Jephtah Furano Lumban TOBING ; Yusak Mangara Tua SIAHAAN
Asian Spine Journal 2024;18(6):875-888
The purpose of this systematic review and meta-analysis is to evaluate the safety and efficacy of anti-inflammatory-impregnated gelatin sponges in spine surgeries. Gelatin sponges are increasingly used as delivery vehicles for anti-inflammatory and analgesic drugs during spine surgeries. However, concerns about their safety and efficacy persist. A comprehensive literature search was conducted to identify original research articles investigating the use of anti-inflammatory-impregnated gelatin sponges in spine surgeries from 2006 to 2024. Case reports, case series, animal studies, cadaveric studies, and abstract-only articles were excluded. The risk of bias was assessed using Cochrane Risk of Bias 2.0 (Cochrane, UK) for randomized controlled trials (RCTs) and the Newcastle Ottawa Scale (NOS) for observational studies. Meta-analysis was performed using Cochrane Review Manager Web. Thirteen studies (six RCTs, six cohort studies, and one case-control study) were included. Pooled analysis revealed a significant decrease in Visual Analog Scale (VAS) score for back pain (mean difference [MD], −0.62; 95% confidence intervals [CI], −0.78 to −0.46; p<0.00001), VAS score for leg pain (MD, −0.60; 95% CI, −0.87 to −0.34; p<0.00001), and length of hospital stay (MD, −0.99; 95% CI, −1.68 to −0.31; p=0.0004). Additionally, there was a significant increase in the Japanese Orthopedic Association score (MD, 0.98; 95% CI, 0.00 to 1.96; p=0.05). However, no significant difference was observed in the disability index (MD, −0.59; 95% CI, −1.88 to −0.70; p=0.37). The use of anti-inflammatory-impregnated gelatin sponges during spine surgeries decreases postoperative back pain and leg pain, reduces length of stay, and improves neurological function. Larger, prospective, randomized trials are required to obtain more robust evidence.
6.The safety and efficacy of anti-inflammatory-impregnated gelatin sponge in spine surgery: a systematic review and meta-analysis
Alexander Erick PURNOMO ; Yang Yang Endro ARJUNA ; Jephtah Furano Lumban TOBING ; Yusak Mangara Tua SIAHAAN
Asian Spine Journal 2024;18(6):875-888
The purpose of this systematic review and meta-analysis is to evaluate the safety and efficacy of anti-inflammatory-impregnated gelatin sponges in spine surgeries. Gelatin sponges are increasingly used as delivery vehicles for anti-inflammatory and analgesic drugs during spine surgeries. However, concerns about their safety and efficacy persist. A comprehensive literature search was conducted to identify original research articles investigating the use of anti-inflammatory-impregnated gelatin sponges in spine surgeries from 2006 to 2024. Case reports, case series, animal studies, cadaveric studies, and abstract-only articles were excluded. The risk of bias was assessed using Cochrane Risk of Bias 2.0 (Cochrane, UK) for randomized controlled trials (RCTs) and the Newcastle Ottawa Scale (NOS) for observational studies. Meta-analysis was performed using Cochrane Review Manager Web. Thirteen studies (six RCTs, six cohort studies, and one case-control study) were included. Pooled analysis revealed a significant decrease in Visual Analog Scale (VAS) score for back pain (mean difference [MD], −0.62; 95% confidence intervals [CI], −0.78 to −0.46; p<0.00001), VAS score for leg pain (MD, −0.60; 95% CI, −0.87 to −0.34; p<0.00001), and length of hospital stay (MD, −0.99; 95% CI, −1.68 to −0.31; p=0.0004). Additionally, there was a significant increase in the Japanese Orthopedic Association score (MD, 0.98; 95% CI, 0.00 to 1.96; p=0.05). However, no significant difference was observed in the disability index (MD, −0.59; 95% CI, −1.88 to −0.70; p=0.37). The use of anti-inflammatory-impregnated gelatin sponges during spine surgeries decreases postoperative back pain and leg pain, reduces length of stay, and improves neurological function. Larger, prospective, randomized trials are required to obtain more robust evidence.
7.The safety and efficacy of anti-inflammatory-impregnated gelatin sponge in spine surgery: a systematic review and meta-analysis
Alexander Erick PURNOMO ; Yang Yang Endro ARJUNA ; Jephtah Furano Lumban TOBING ; Yusak Mangara Tua SIAHAAN
Asian Spine Journal 2024;18(6):875-888
The purpose of this systematic review and meta-analysis is to evaluate the safety and efficacy of anti-inflammatory-impregnated gelatin sponges in spine surgeries. Gelatin sponges are increasingly used as delivery vehicles for anti-inflammatory and analgesic drugs during spine surgeries. However, concerns about their safety and efficacy persist. A comprehensive literature search was conducted to identify original research articles investigating the use of anti-inflammatory-impregnated gelatin sponges in spine surgeries from 2006 to 2024. Case reports, case series, animal studies, cadaveric studies, and abstract-only articles were excluded. The risk of bias was assessed using Cochrane Risk of Bias 2.0 (Cochrane, UK) for randomized controlled trials (RCTs) and the Newcastle Ottawa Scale (NOS) for observational studies. Meta-analysis was performed using Cochrane Review Manager Web. Thirteen studies (six RCTs, six cohort studies, and one case-control study) were included. Pooled analysis revealed a significant decrease in Visual Analog Scale (VAS) score for back pain (mean difference [MD], −0.62; 95% confidence intervals [CI], −0.78 to −0.46; p<0.00001), VAS score for leg pain (MD, −0.60; 95% CI, −0.87 to −0.34; p<0.00001), and length of hospital stay (MD, −0.99; 95% CI, −1.68 to −0.31; p=0.0004). Additionally, there was a significant increase in the Japanese Orthopedic Association score (MD, 0.98; 95% CI, 0.00 to 1.96; p=0.05). However, no significant difference was observed in the disability index (MD, −0.59; 95% CI, −1.88 to −0.70; p=0.37). The use of anti-inflammatory-impregnated gelatin sponges during spine surgeries decreases postoperative back pain and leg pain, reduces length of stay, and improves neurological function. Larger, prospective, randomized trials are required to obtain more robust evidence.
8.Endoscopic Anterior Lumbar Interbody Fusion: Systematic Review and Meta-Analysis
Nolan J. BROWN ; Zach PENNINGTON ; Cathleen C. KUO ; Alexander M. LOPEZ ; Bryce PICTON ; Sean SOLOMON ; Oanh T. NGUYEN ; Chenyi YANG ; Evelyne K. TANTRY ; Hania SHAHIN ; Julian GENDREAU ; Stephen ALBANO ; Martin H. PHAM ; Michael Y. OH
Asian Spine Journal 2023;17(6):1139-1154
Laparoscopic anterior lumbar interbody fusion (L-ALIF), which employs laparoscopic cameras to facilitate a less invasive approach, originally gained traction during the 1990s but has subsequently fallen out of favor. As the envelope for endoscopic approaches continues to be pushed, a recurrence of interest in laparoscopic and/or endoscopic anterior approaches seems possible. Therefore, evaluating the current evidence base in regard to this approach is of much clinical relevance. To this end, a systematic literature search was performed according to PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) guidelines using the following keywords: “(laparoscopic OR endoscopic) AND (anterior AND lumbar).” Out of the 441 articles retrieved, 22 were selected for quantitative analysis. The primary outcome of interest was the radiographic fusion rate. The secondary outcome was the incidence of perioperative complications. Meta-analysis was performed using RStudio’s “metafor” package. Of the 1,079 included patients (mean age, 41.8±2.9 years), 481 were males (44.6%). The most common indication for L-ALIF surgery was degenerative disk disease (reported by 18 studies, 81.8%). The mean follow-up duration was 18.8±11.2 months (range, 6–43 months). The pooled fusion rate was 78.9% (95% confidence interval [CI], 68.9–90.4). Complications occurred in 19.2% (95% CI, 13.4–27.4) of L-ALIF cases. Additionally, 7.2% (95% CI, 4.6–11.4) of patients required conversion from L-ALIF to open surgery. Although L-ALIF does not appear to be supported by studies available in the literature, it is important to consider the context from which these results have been obtained. Even if these results are taken at face value, the failure of endoscopy to have a role in the ALIF approach does not mean that it should not be incorporated in posterior approaches.
9.Assessing the performance of ChatGPT in answering questions regarding cirrhosis and hepatocellular carcinoma
Yee Hui YEO ; Jamil S. SAMAAN ; Wee Han NG ; Peng-Sheng TING ; Hirsh TRIVEDI ; Aarshi VIPANI ; Walid AYOUB ; Ju Dong YANG ; Omer LIRAN ; Brennan SPIEGEL ; Alexander KUO
Clinical and Molecular Hepatology 2023;29(3):721-732
Background/Aims:
Patients with cirrhosis and hepatocellular carcinoma (HCC) require extensive and personalized care to improve outcomes. ChatGPT (Generative Pre-trained Transformer), a large language model, holds the potential to provide professional yet patient-friendly support. We aimed to examine the accuracy and reproducibility of ChatGPT in answering questions regarding knowledge, management, and emotional support for cirrhosis and HCC.
Methods:
ChatGPT’s responses to 164 questions were independently graded by two transplant hepatologists and resolved by a third reviewer. The performance of ChatGPT was also assessed using two published questionnaires and 26 questions formulated from the quality measures of cirrhosis management. Finally, its emotional support capacity was tested.
Results:
We showed that ChatGPT regurgitated extensive knowledge of cirrhosis (79.1% correct) and HCC (74.0% correct), but only small proportions (47.3% in cirrhosis, 41.1% in HCC) were labeled as comprehensive. The performance was better in basic knowledge, lifestyle, and treatment than in the domains of diagnosis and preventive medicine. For the quality measures, the model answered 76.9% of questions correctly but failed to specify decision-making cut-offs and treatment durations. ChatGPT lacked knowledge of regional guidelines variations, such as HCC screening criteria. However, it provided practical and multifaceted advice to patients and caregivers regarding the next steps and adjusting to a new diagnosis.
Conclusions
We analyzed the areas of robustness and limitations of ChatGPT’s responses on the management of cirrhosis and HCC and relevant emotional support. ChatGPT may have a role as an adjunct informational tool for patients and physicians to improve outcomes.
10.Impact of medical school responses during the COVID-19 pandemic on student satisfaction: a nationwide survey of US medical students
Isaac E. KIM JR. ; Daniel D. KIM ; Juliana E. KIM ; Elliott REBELLO ; David CHUNG ; Parker WOOLLEY ; Daniel LEE ; Brittany A. BORDEN ; Aaron WANG ; Douglas VILLALTA ; Agatha SUTHERLAND ; Sebastian DE ARMAS ; Matthew LIU ; Hannah KIM ; Grace Sora AHN ; Reed GEISLER ; Alexander YANG ; Bowon JOUNG ; John SLATE-ROMANO ; Michal RAJSKI ; Alison E. KIM ; Roxanne VREES ; Kristina MONTEIRO
Korean Journal of Medical Education 2022;34(2):167-174
Purpose:
Medical schools have faced various challenges in preparing their clinical students for the frontlines of a pandemic. This study investigated medical students’ satisfaction with their institutions during the coronavirus disease 2019 (COVID-19) pandemic with the intention of guiding educators in future public health crises.
Methods:
In this cross-sectional study surveying students in clinical rotations, the primary outcome was overall satisfaction regarding medical schools’ responses to the pandemic, and the four secondary outcomes were school communication, exposure to COVID-19, availability of personal protective equipment, and access to COVID-19 testing.
Results:
The survey was distributed to ten medical schools, of which 430 students responded for a response rate of 13.0%. While most students were satisfied (61.9%, n=266) with their schools’ response, more than one in five (21.9%, n=94) were dissatisfied. Among the four secondary outcomes, communication with students was most predictive of overall satisfaction.
Conclusion
In future crises, schools can best improve student satisfaction by prioritizing timely communication.

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