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Global Spine Journal logoLink to Global Spine Journal
. 2022 Sep 29;14(3):956–969. doi: 10.1177/21925682221131540

The Impact of COVID-19 Pandemic on Spine Surgeons Worldwide: A One Year Prospective Comparative Study

Juan N Barajas 1,2, Alexander L Hornung 1,2, Timothy Kuzel 1,2, Gary M Mallow 1,2, Grant J Park 1,2, Samuel S Rudisill 1,2, Philip K Louie 3, Garrett K Harada 4, Michael H McCarthy 5, Niccole Germscheid 6, Jason PY Cheung 7, Marko H Neva 8, Mohammad El-Sharkawi 9, Marcelo Valacco 10, Daniel M Sciubba 11, Norman B Chutkan 12, Howard S An 1,2, Dino Samartzis 1,2,
PMCID: PMC9527127  PMID: 36176014

Abstract

Study Design

Survey

Objective

In March of 2020, an original study by Louie et al investigated the impact of COVID-19 on 902 spine surgeons internationally. Since then, due to varying government responses and public health initiatives to the pandemic, individual countries and regions of the world have been affected differently. Therefore, this follow-up study aimed to assess how the COVID-19 impact on spine surgeons has changed 1 year later.

Methods

A repeat, multi-dimensional, 90-item survey written in English was distributed to spine surgeons worldwide via email to the AO Spine membership who agreed to receive surveys. Questions were categorized into the following domains: demographics, COVID-19 observations, preparedness, personal impact, patient care, and future perceptions.

Results

Basic respondent demographics, such as gender, age, home demographics, medical comorbidities, practice type, and years since training completion, were similar to those of the original 2020 survey. Significant differences between groups included reasons for COVID testing, opinions of media coverage, hospital unemployment, likelihood to be performing elective surgery, percentage of cases cancelled, percentage of personal income, sick leave, personal time allocation, stress coping mechanisms, and the belief that future guidelines were needed (P<.05).

Conclusion

Compared to baseline results collected at the beginning of the COVID-19 pandemic in 2020, significant differences in various domains related to COVID-19 perceptions, hospital preparedness, practice impact, personal impact, and future perceptions have developed. Follow-up assessment of spine surgeons has further indicated that telemedicine and virtual education are mainstays. Such findings may help to inform and manage expectations and responses to any future outbreaks.

Keywords: COVID-19, coronavirus, spine surgeons, global, worldwide, impact

Introduction

In 2020, the COVID-19 virus swept throughout the globe, drastically changing the way of life for billions of people. By March of 2020, almost all countries around the world enacted self-imposed quarantines on their citizens. As of January 2022, there have been over 300 million recorded cases and over 5.4 million reported COVID-19-related deaths worldwide. 1 Several systematic reviews have shown negative impacts on the health-related quality of life for those patients that were infected by the virus.2,3

In addition to patients, healthcare workers have been greatly affected by the COVID-19 pandemic. Approximately 3607 healthcare workers in the USA died within the first year of the pandemic. 4 In a systematic review examining the psychological and mental impacts of COVID-19, Luo et al 5 found anxiety, depression, stress, insomnia, and posttraumatic stress symptoms/disorder to be present in both healthcare workers and the general population. Despite having a better understanding of the global impact of the pandemic, little is known about how individual subspecialties were and continue to be affected.

In March/April of 2020, during the early stages of the COVID-19 pandemic, Louie et al 6 distributed the multi-dimensional AO Spine COVID-19 and Spine Surgeon Global Impact Survey to investigate the impact of COVID-19 on spine surgeons globally. This AO Spine-initiated study consisted of over 900 spine surgeons from 91 different countries and was 1 of the first to report upon the global variations of COVID-19 among healthcare workers, in this case spine surgeons.6-13 This initiative noted that the pandemic significantly impacted the health, personal life, and professional life of spine surgeons worldwide. Since the original survey was distributed, individual countries and regions of the world have been affected differently, and therefore have responded differently throughout the pandemic. However, little is known as to how this pandemic has impacted spine surgeons prospectively. As such, the current study addressed the 1-year follow-up of the Louie et al 6 study, assessing the impact of COVID-19 on spine surgeons worldwide and its evolution over time.

Methods

Survey Design and Content

Following institutional review board approval (#21012505), a survey comparable to the original AO Spine COVID-19 and Spine Surgeon Global Impact Survey that was distributed in March/April of 2020 6 was constructed and redistributed in March/April of 2021. Question selection involved input from a survey panel composed of 5 regional Research Chairs of AO Spine representing seven global regions (i.e., Africa, Asia, Australia, Europe, Middle East, North America, and South America/Latin America). A Delphi-style approach was used to establish consensus after several rounds of review before finalization of the survey. Domains included in the survey consisted of demographics, COVID-19 observations, preparedness, personal impact, patient care, and future perceptions.

Survey Distribution

The 90-item survey, written in English, was distributed via email to the AO Spine membership who agreed to receive surveys (approximately 4700 spine surgeons at time of follow-up survey). The survey was created with SurveyMonkey Inc (San Mateo, CA, USA) and allowed the recipients 12 days to complete (26 March 2021 to 6 April 2021). Respondent participation was voluntary and anonymous.

Statistical Analyses

All statistical analyses were performed with JASP version .15. Percentages and means (± standard deviation) were reported for count data and rank-order questions, respectively. Statistical analyses were performed to assess significant differences in count data using a combination of Fisher’s exact and χ2 tests where applicable, depending on sample size. Differences in continuous variables between groups were assessed using analysis of variance (ANOVA). We compared our findings to the results based on the Louie et al 6 study. Unlike the original survey, this follow-up did not compare geographic regions because the sample size on the follow-up survey was smaller. P-values were 2-tailed, and a P < .05 was considered statistically significant.

Results

Demographics

Similar to the 2020 survey, the majority of the 275 respondents in the 2021 survey were male (89.1%), practicing in academic centers (41.5%), and between the ages of 35 and 44 years (32.7%) (P = .208, PP = .314, and PP = .104, respectively). Moreover, survey groups did not differ by home demographics (e.g., spouse at home, number of children at home, etc.), medical comorbidities, or years since training completion (Tables 1 and 2). There was no difference in the geographic distribution of the respondents from Africa (2020 = 5.0% vs 2021 = 5.1%), Asia (2020 = 24.2% vs 2021 = 26.9%), Australia (2020=.9% vs 2021 = .7%), Europe (2020 = 27.5% vs 2021=27.3%), and South America/Latin America (2020 = 16.5% vs 2021=17.8%) (P = .816, P = .265, P = .801, P = .885, P = .495, respectively). However, there were statistically more respondents from the Middle East (2020 = 8.7% vs 2021 = 13.1%; P = .025) and fewer from North America (2020 = 17.3% vs 2021=9.1%; P < .002) in the 2021 follow up. More respondents reported themselves as orthopedic spine surgeons (2020= 70.6% vs 2021=62.5%; P = .011) compared to neurosurgery spine surgeons (2020= 27.3% vs 2021=33.8%; P < .05) in the follow-up. Fewer respondents were fellowship [ trained (2020= 71.5% vs 2021=65.1%; P < .02) in the follow-up (Table 2). Notably, there were more respondents in the 2020 cohort compared to the 2021 cohort who reported greater percent of practice devoted to clinical duties (P=.038); however, there were no differences in other practice strata (i.e., research or teaching; P = .760 and P = .220) respectively; Table 2).

Table 1.

Personal Demographics.

2020 Survey # % 2021 Survey # % P-value
Age (Years) Age (Years)
 25-34 130 14.5  25-34 33 12 .311
 35-44 344 38.4  35-44 90 32.7 .104
 45-54 245 27.4  45-54 87 31.6 .149
 55-64 150 16.8  55-64 51 18.5 .460
 65+ 26 2.9  65+ 11 4.0 .353
Sex Sex
 Female 55 6.2  Female 24 8.7 .127
 Male 826 93.8  Male 245 89.1 .208
Home demographics Home demographics
 Spouse at home 773 86.5  Spouse at home 231 84.0 .486
 Children at home  Children at home
  0 250 28.2   0 77 28.0 .927
  1 221 24.9   1 52 18.9 .054
  2 266 30.0   2 82 29.8 .917
  3 109 12.3   3 39 14.2 .358
  4+ 41 4.6   4+ 19 6.9 .119
Estimated home city population Estimated home city population
 <100,000 46 5.2  <100,000 15 5.5 .816
 100,000-500,000 185 20.7  100,000-500,000 45 16.4 .129
 500,000-1,000,000 136 15.2  500,000-1,000,000 42 15.3 .937
 1,000,000-2,000,000 144 16.1  1,000,000-2,000,000 51 18.5 .314
 >2,000,000 382 42.8  >2,000,000 117 42.5 .954
Geographic region Geographic region
 Africa 44 5.0  Africa 14 5.1 .886
 Asia 213 24.2  Asia 74 26.9 .265
 Australia 8 0.9  Australia 2 0.7 .801
 Europe 242 27.5  Europe 75 27.3 .885
 Middle east 77 8.7  Middle east 36 13.1 .025
 North America 152 17.3  North America 25 9.1 <.002
 South America/Latin America 145 16.5  South America/Latin America 49 17.8 .495
Medical comorbidities Medical comorbidities
 Obesity 103 11.4  Obesity 35 12.7 .555
 Hypertension 156 17.3  Hypertension 46 16.7 .827
 Tobacco use 77 8.5  Tobacco use 14 5.1 .061
 Diabetes 45 5.0  Diabetes 16 5.8 .587
 Respiratory illness 35 3.9  Respiratory illness 12 4.4 .687
 Renal failure 5 0.6  Renal failure 4 1.5 .269
 Cancer 4 0.4  Cancer 2 0.7 .924
 Cardiac disease 25 2.8  Cardiac disease 7 2.5 .992
 No comorbidities 570 63.2  No comorbidities 186 67.6 .178
Total respondents 902 100 Total respondents 275 100

Calculation of P-values was performed using chi-square, Fisher's exact test, and ANOVA.

Bolded values indicate statistical significance at P < .05.

# = number of respondents/votes, % = percent, ± SD = standard deviation.

Table 2.

Practice Demographics.

2020 Survey # % 2021 Survey # % P-Value
Specialty Specialty
 Orthopaedics 637 70.6  Orthopaedics 172 62.5 .011
 Neurosurgery 246 27.3  Neurosurgery 93 33.8 <.05
 Trauma 104 11.5  Trauma 30 10.9 .777
 Pediatric surgery 17 1.9  Pediatric surgery 2 0.7 .289
 Other 35 3.9  Other 4 1.5 .076
Fellowship trained Fellowship trained
 Yes 645 71.5  Yes 179 65.1 <.02
 No 257 28.5  No 93 33.8 .091
Years since training completion Years since training completion
 Less than 5 Years 161 25.3  Less than 5 Years 43 15.6 .396
 5 to 10 Years 141 22.2  5 to 10 Years 46 16.7 .664
 10 to 15 Years 104 16.4  10 to 15 Years 31 11.3 .907
 15 to 20 Years 117 18.4  15 to 20 Years 27 9.8 .162
 Over 20 Years 113 17.8  Over 20 Years 38 13.8 .575
  Practice type Practice type
 Academic/Private combined 204 22.9  Academic/Private combined 71 25.8 .272
 Academic 405 45.4  Academic 114 41.5 .314
 Private 144 16.1  Private 37 13.5 .312
 Public/Local hospital 139 15.6  Public/Local hospital 49 17.8 .255
Practice breakdown (%) Practice breakdown (%)
 Research  Research
  0-25 731 81.9   0-25 221 80.4 .802
  26-50 129 14.5   26-50 36 13.1 .613
  51-75 21 2.4   51-75 9 3.3 .515
  76-100 12 1.3   76-100 5 1.8 .760
 Clinical  Clinical
  0-25 22 2.5   0-25 17 6.2 <.003
  26-50 87 9.7   26-50 37 13.5 .072
  51-75 194 21.7   51-75 56 20.4 .685
  76-100 590 66.1   76-100 161 58.5 .038
 Teaching  Teaching
  0-25 668 74.9   0-25 187 68.0 .05
  26-50 152 17.0   26-50 57 20.7 .141
  51-75 50 5.6   51-75 15 5.5 .925
  76-100 22 2.5   76-100 13 4.7 .220
Total respondents 902 100 Total respondents 275 100

Calculation of P-values was performed using chi-square, Fisher's exact test, and ANOVA.

Bolded values indicate statistical significance at P < .05.

# = number of respondents/votes, % = percent, ± SD = standard deviation.

COVID-19 Perceptions

Compared to 6.7% in the original survey, 71.3% of 2021 respondents had undergone testing for COVID-19, of which 18.0% tested positive (P < .001). Moreover, 84.4% of participants indicated that they personally knew someone diagnosed with COVID-19 compared to 46.6% in 2020 (P < .001). Reasons for testing also differed significantly between groups (P < .001). In the 2020 survey, the most likely reason for getting tested was showing symptoms (49.3%), in contrast to having direct contact with a COVID-19 positive patient in 2021 (24.4%). Likewise, opinions of media coverage also significantly differed in that fewer respendats form the 2021 survery (36.7%) thought that the media was accurately covering the pandemic compared to the 2020 survey (48.5%), P = .013) and more respondents from the 2021 survey (21.8%) thought the media wasn’t providing enough coverage compared to the 2020 survey (16.1%; P = .007). There was no difference in media source utilized by respondents between cohorts (i.e., international vs national, internet vs television, etc.; P>.05) except respondants from the 2020 cohort were more likely to use social media (2020= 9.9% vs 2021=4.4%; P = .028) (Table 3).

Table 3.

COVID-19 Perceptions.

2020 Survey Overall 2021 Survey Overall P-Value
#/Mean % #/Mean %
COVID-19 diagnosis COVID-19 diagnosis
 Know someone diagnosed 392 46.6  Know someone diagnosed 232 84.4 <.001
 Personally diagnosed 9 1.1  Personally diagnosed 46 16.7 <.001
COVID-19 testing COVID-19 testing
 Know how to get tested 701 82.9  Know how to get tested 0.0
 Personally tested 57 6.7  Personally tested 196 71.3 <.001
Reason for testing Reason for testing
 Direct with COVID-19 positive patient 49 35.5  Direct with COVID-19 positive patient 67 24.4 <.001
 Prophylactic 12 8.7  Prophylactic 28 10.2 <.001
 Demonstrated symptoms 68 49.3  Demonstrated symptoms 47 17.1 <.001
 Ask to be tested 9 6.5  Ask to be tested 30 10.9 <.001
Mean worry about COVID-19 (1- Not worried to 5- very worried) 3.7 ±1.2 Mean worry about COVID-19 (1- Not worried to 5- very worried) 3.5 ±1.1
Current stressors Current stressors
 Personal health 358 42.5  Personal health 97 35.3 .188
 Family health 640 76.0  Family health 191 69.5 .6329
 Community health 370 43.9  Community health 91 33.1 .0183
 Hospital capacity 352 41.8  Hospital capacity 69 25.1 <.001
 Timeline to resume clinical practice 378 44.9  Timeline to resume clinical practice 104 37.8 .227
 Government/Leadership 154 18.3  Government/Leadership 74 26.9 <.001
 Return to non-essential activities 116 13.8  Return to non-essential activities 67 24.4 <.001
 Economic issues 385 45.7  Economic issues 103 37.5 .123
 Other 11 1.3  Other 2 0.7 .494
Media perceptions Media perceptions
 Accurate coverage 407 48.5  Accurate coverage 101 36.7 .013
 Excessive coverage 298 35.5  Excessive coverage 92 33.5 .897
Not enough coverage 135 16.1  Not enough coverage 60 21.8 .007
 Current media sources Current media sources
 International News- internet 202 26.0  International News- internet 59 21.5 .896
 International News- television 72 9.3  International News- television 24 8.7 .692
 National/Local News- internet 224 28.8  National/Local News- internet 62 22.5 .438
 National/Local News- television 177 22.8  National/Local News- television 56 20.4 .787
 Newspaper 28 3.6  Newspaper 12 4.4 .312
 Social media 75 9.6  Social media 12 4.4 .028
Total respondents 902 100 Total respondents 275 100

Calculation of P-values was performed using chi-square, Fisher's exact test, and ANOVA.

Bolded values indicate statistical significance at P < .05.

# = number of respondents/votes, % = percent, ± SD = standard deviation.

Hospital Preparedness

Respondents of the 2021 survey were significantly more likely to have undergone mandatory or self-imposed quarantine compared to the 2020 respondents (2020= 22.9% vs 2021=32.4%; P < .001). Moreover, the interventions employed by the hospital (e.g., quarantine after travel, cancellation of in-person meetings, etc.) differed significantly between the two cohorts (P ≤ .049). Similarly, respondents from the 2021 survey noted greater hospital unemployment than those in 2020 (2020=8.8% vs 2021=19.6%; P < .001); however, furlough rates decreased from 2020 to 2021 (40.5% vs 25.8%; P = .01). Frequency of updates from the hospital also differed between groups (P ≤ .031). More specifically, in 2020, respondents were receiving updates more frequently from the hospital compared to a year later (Table 4).

Table 4.

Hospital Preparedness.

2020 Survey # % 2021 Survey # % P-value
Quarantined 193 22.9 Quarantine 89 32.4 <.001
Institution Institution
 Formal guidelines in place 452 60.4  Formal guidelines in place 170 61.8 <.001
 Adequate PPE provided 415 49.6  Adequate PPE provided 186 67.6 <.001
 N95 451 54.0  N95 0 0.0
 Surgical mask 738 88.4  Surgical mask 0 0.0
 Face shield 415 49.7  Face shield 0 0.0
 Gown 491 58.8  Gown 0 0.0
 Full face respirator 95 11.4  Full face respirator 0 0.0
 Ventilators 343 41.0  Ventilators 0 0.0
 Other 55 6.6  Other 0 0.0
 None 33 4.0  None 0 0.0
Hospital interventions Hospital interventions
 Quarantine after international travel 507 60.9  Quarantine after international travel 136 49.5 .05
 Limitations on domestic travel 483 58.0  Limitations on domestic travel 106 38.5 <.001
 Non-essential employees work from home 558 67.0  Non-essential employees work from home 127 46.2 <.001
 Cancellation of all educational/Academic activities 689 82.7  Cancellation of all educational/Academic activities 169 61.5 <.001
 Cancellation of hospital meetings 674 80.9  Cancellation of hospital meetings 182 66.2 <.001
 Cancellation of elective surgeries 714 85.7 Cancellation of elective surgeries 167 60.7 <.001
 None of the above 17 2.0 None of the above 21 7.6 <.001
Medical staff furlough Medical staff furlough
 Yes 307 40.5 Yes 71 25.8 .011
 Potentially 165 21.8 Potentially 49 17.8 .858
 No 286 37.8 No 102 37.1 .096
Medical staff unemployment Medical staff unemployment
 Yes 67 8.8  Yes 54 19.6 <.001
 Potentially 108 14.2  Potentially 14 5.1 .002
 No 586 77.0  No 154 56.0 .007
Perception of hospital effectiveness Perception of hospital effectiveness
 Acceptable/Appropriate 477 61.4  Acceptable/Appropriate 141 51.3 .639
 Excessive/Unnecessary 17 2.2  Excessive/Unnecessary 6 2.2 .949
 Disarray/Disorganized 68 8.8  Disarray/Disorganized 16 5.8 .402
 Not enough action 215 27.7  Not enough action 62 22.5 .658
Frequency of updates from hospital Frequency of updates from hospital
 Multiple times/Day 160 20.7  Multiple times/Day 15 5.5 <.001
 Once/Day 366 47.3  Once/Day 63 22.9 <.001
 2-3 times/Week 106 13.7  2-3 times/Week 46 16.7 .031
 Once/Week 44 5.7  Once/Week 42 15.3 <.001
 Less than once/Week 10 1.3  Less than once/Week 21 7.6 <.001
 Not at all 142 18.4 Not at all 49 17.8 .413
Government Government
 Cancel elective surgery 646 77.2  Cancel elective surgery 152 55.3 <.001
 Shelter/Self-protection 570 68.1  Shelter/Self-protection 117 42.5 <.001
 No gatherings >50 people 365 43.6  No gatherings >50 people 112 40.7 .938
 No gatherings >100 people 458 58.3  No gatherings >100 people 139 50.5 .946
 No gatherings > household 371 44.3  No gatherings > household 97 35.3 .082
 Closure of non-essential business 727 86.9  Closure of non-essential business 186 67.6 <.001
 Closure of schools/Universities 795 95.0  Closure of schools/Universities 204 74.2 <.001
 Closure of dine-in restaurants 711 85.0  Closure of dine-in restaurants 183 66.5 <.001
 Closure of public transportation 239 28.6  Closure of public transportation 52 18.9 .011
 Restrict elderly to home 426 50.9  Restrict elderly to home 97 35.3 <.001
Perception of government effectiveness Perception of government effectiveness
 Acceptable/Appropriate 456 58.5  Acceptable/Appropriate 80 29.1 <.001
 Excessive/Unnecessary 20 2.6  Excessive/Unnecessary 8 2.9 .665
 Disarray/Disorganized 88 11.3  Disarray/Disorganized 62 22.5 <.001
 Not enough action 215 27.6  Not enough action 76 27.6 .201
Total respondents 902 100 Total respondents 275 100

Calculation of P-values was performed using chi-square, Fisher's exact test, and ANOVA.

Bolded values indicate statistical significance at P < .05.

# = number of respondents/votes, % = percent, ± SD = standard deviation.

Practice Impact

Compared to 2020, respondents of the 2021 survey were significantly more likely to be performing elective surgeries (2020= 18.5% vs 2021=67.6%; P < .001). Additionally, the percentage of cases cancelled secondary to COVID-19 also decreased from 2020 to 2021 (2020=67.1% vs 2021=12.0%; P < .001). Responses regarding impact on resident and fellow training differed significantly between surveys because training residents and fellows returned in 2021 (P < .001); however, on further analysis, the only significant changes were that respondents were more likely to return to training residents and fellows and that the COVID-19 impact had decreased in 2021 (P = .001 and P = .001, respectively). Interestingly, the likelihood of a surgeon to warn patients if he/she is COVID-19 positive also differed between surveys (P ≤ .001), with a significant decrease in the proportion of respondents who would “absolutely report” (2020 = 74.2% vs 2021 = 53.5%; P < .001) and an increase in the proportion responding “less likely to report” (2020 = 5.4% vs 2021 = 8.7%; P = .013). Percentage of personal income as well as hospital income also differed between surveys (P < .001 and P < .001, respectively). In 2021, both personal and hospital income were affected to a lesser extent than in 2020 (Table 5).

Table 5.

Practice Impact.

2020 Survey # % 2021 Survey # % P-value
Still performing elective surgery 149 18.5 Still performing elective surgery 186 67.6 <.001
Essential/Emergency spine surgery 700 87.3 Essential/Emergency spine surgery 0.0 <.001
% Cancelled surgical cases/Week % Cancelled surgical Cases/Week
 0-25 69 8.6  0-25 106 38.5 <.001
 26-50 123 15.3  26-50 58 21.1 .003
 51-75 72 9.0  51-75 35 12.7 .017
 76-100 539 67.1  76-100 33 12.0 <.001
Impact on clinical time spent Impact on clinical time spent
 Increased 46 5.7  Increased 31 11.3 <.001
 Decreased 675 84.0  Decreased 127 46.2 <.001
 Stayed the same 83 10.3  Stayed the same 72 26.2 <.001
Perceived impact on resident/Fellow training Perceived impact on resident/Fellow training
 Not currently training residents/Fellows 268 33.7  Not currently training residents/Fellows 54 19.6 <.001
 Hurts training experience 450 56.5  Hurts training experience 143 52.0 .539
 Improves training experience 30 3.8  Improves training experience 4 1.5 .104
 No overall impact 48 6.0  No overall impact 30 10.9 .001
 Medical duties outside specialty 183 22.8  Medical duties outside specialty 72 26.2 .038
Warning patients if the surgeon is COVID-19 positive Warning patients if the surgeon is COVID-19 positive
 Absolutely 595 74.2  Absolutely 147 53.5 <.001
 Likely 106 13.2  Likely 35 12.7 .663
 Less likely 43 5.4  Less likely 24 8.7 .013
 Not at all 58 7.2  Not at all 26 9.5 .088
Research activities impacted Research activities impacted
 No research engagement 206 27.0  No research engagement 47 17.1 .042
 Complete stop 122 16.0  Complete stop 27 9.8 .105
 Decrease in productivity 247 32.4  Decrease in productivity 82 29.8 .431
 No change 108 14.2  No change 38 13.8 .416
 Increase in productivity 80 10.5  Increase in productivity 28 10.2 .509
Surgery impact Surgery impact
 Advise against 561 70.4  Advise against 185 67.3 .126
 Proceed with standard precautions 138 17.3  Proceed with standard precautions 43 15.6 .892
 Absent during intubation/Extubation 322 40.4  Absent during intubation/Extubation 35 12.7 <.001
 Additional PPE during surgery 428 43.7  Additional PPE during surgery 57 20.7 <.001
Income impact Income impact
 Losing income 308 40.5  Losing income 77 28.0 .057
 No impact, salary 244 32.1  No impact, salary 88 32.0 .111
 No impact, compensation-based 7 0.9  No impact, compensation-based 7 2.5 .017
 Planned reduction, salary 138 18.1  Planned reduction, salary 35 12.7 .291
 Planned reduction, compensation-based 64 8.4  Planned reduction, compensation-based 14 5.1 .368
% personal income affected % Personal Income Affected
 0-25 219 28.9  0-25 119 43.3 <.001
 26-50 226 29.9  26-50 73 26.5 .619
 51-75 142 18.8  51-75 18 6.5 <.001
 76-100 170 22.5  76-100 10 3.6 <.001
% hospital income affected % Hospital income affected
 0-25 169 22.3  0-25 98 35.6 <.001
 26-50 199 26.3  26-50 89 32.4 <.001
 51-75 207 27.3  51-75 22 8.0 <.001
 76-100 182 24.0  76-100 11 4.0 <.001
Total respondents 902 100 Total respondents 275 100

Calculation of P-values was performed using chi-square, Fisher's exact test, and ANOVA.

Bolded values indicate statistical significance at P < .05.

# = number of respondents/votes, % = percent, ± SD = standard deviation.

Personal Impact and Future Perceptions

Rates of sick leave significantly decreased between 2020 to 2021 (2020=50.0% vs 2021=13.1%; P < .001). Regarding personal time allocation (where 1 equaled most time and 8 equaled least time), there were significant changes in time allocated to resting (2020= 4.3 ± 2.0 vs 2021=4.7±1.8; P = .003), future planning (2020=4.6 ± 1.8 vs 2021=5.0 ± 1.8; P = .001), and practice/medical work (2020=4.1 ± 2.5 vs 2021=3.1 ± 2.4; P < .001). Moreover, there were significant differences in reported stress coping mechanisms between surveys (P = .002), specifically in decreased reading (2020=62.2% vs 2021=33.1%; P < .001), television (2020=53.5% vs 2021=30.5%; P < .001) and telecommunication with friends (2020=43.8% vs 2021=22.9%; P < .001; Table 6). With regards to future perceptions, specifically belief that future guidelines were needed, significant differences existed between the 2020 and 2021 cohorts (P < .001). Respondents from the 2021 (64%) survey were less likely to think that future guidelines are needed than those from the 2020 (94.7%) survey. Interestingly, no differences were reported from the perceived impact of COVID-19 between the two time points (P > .05). Interest in online spine education differed between groups (P < .001), with a statistically significant decrease in “very interested in online spine education” (2020=42.5% vs 2021=21.1%; P < .001); however, no significant differences were noted for the answer choices “Interested and “Not interested” although more respondents from the 2021 follow up reported being “Somewhat Interested” (20.4% vs 17.5%; P=.021) regarding online education (Table 7). Furthermore, there were significant differences in percentage of telecommunication visits between cohorts (P < .001), as the majority of respondents (64.4%) indicated that 25% or less of their visits were via telemedicine in 2021 compared to 50% in 2020 (Table 7).

Table 6.

Personal Impact.

2020 Survey #/Mean %/± SD 2021 Survey #/Mean %/± SD P-Value
Sick leave for COVID-19 4 50.0 Sick leave for COVID-19 36 13.1 <.001
Hospitalization for COVID-19 1 12.5 Hospitalization for COVID-19 7 2.5 <.001
Intensive care unit (ICU) treatment 1 12.5 Intensive care unit (ICU) treatment 1 0.4 .373
Mean personal allocation of time (1- most time, 8- least time) Mean personal allocation of time (1- most time, 8- least time)
 Spending time with family 2.7 ±2.2  Spending time with family 2.8 ±1.9 .496
 Personal wellness 3.8 ±1.9  Personal wellness 4 ±2.0 .131
 Resting 4.3 ±2.0  Resting 4.7 ±1.8 .003
 Future planning 4.6 ±1.8  Future planning 5 ±1.8 .001
 Hobbies 5.2 ±1.9  Hobbies 5.3 ±1.8 .439
 Academic projects/Research 4.6 ±2.1  Academic projects/Research 4.6 ±2.1 1.00
 Community outreach 6.3 ±2.0  Community outreach 6.3 ±2.2 1.00
 Spine practice/Medical center work 4.1 ±2.5  Spine practice/Medical center work 3.1 ±2.4 <.001
Current stress coping mechanisms Current stress coping mechanisms
 Exercise 463 62.9  Exercise 144 52.4 .764
 Music 330 44.8  Music 86 31.3 .106
 Meditation/Mindfulness 118 16.0  Meditation/Mindfulness 29 10.5 .265
 Tobacco 29 3.9  Tobacco 14 5.1 .146
 Alcohol 89 12.1  Alcohol 34 12.4 .236
 Research projects 244 33.2  Research projects 52 18.9 .006
 Family 578 78.5  Family 166 60.4 .263
 Spiritual/Religious activities 116 15.8  Spiritual/Religious activities 35 12.7 .954
 Reading 458 62.2  Reading 91 33.1 <.001
 Television 394 53.5  Television 84 30.5 <.001
 Telecommunication with friends 322 43.8  Telecommunication with friends 63 22.9 <.001
Total respondents 902 100 Total respondents 275 100

Calculation of P-values was performed using chi-square, Fisher's exact test, and ANOVA.

Bolded values indicate statistical significance at P < .05.

# = number of respondents/votes, % = percent, ± SD = standard deviation.

Table 7.

Future Perceptions.

2020 Survey Overall 2021 Survey Overall P-Value
# % # %
Belief that future guidelines are needed Belief that future guidelines are needed
 Yes 710 94.7  Yes 176 64.0 <.001
 No 8 1.1  No 19 6.9 <.001
 Unsure 32 4.3  Unsure 23 8.4 <.001
  Most effective method for hospital updates Most effective method for hospital updates
 internet webinar 379 48.8  internet webinar 90 32.7 .006
 Email 486 62.6  Email 125 45.5 .143
 Text message 223 28.7  Text message 69 25.1 .902
 Flyers 49 6.3  Flyers 11 4.0 .344
 Automated phone calls 43 5.5  Automated phone calls 14 5.1 .826
 Social media outlets 218 28.1  Social media outlets 46 16.7 .001
Perceived impact in 1 Year Perceived impact in 1 Year
 No change 133 17.7  No change 43 15.6 .716
 Heighted awareness of hygiene 435 57.9  Heighted awareness of hygiene 121 44.0 .219
 Increase use of PPE 344 45.8  Increase use of PPE 113 41.1 .378
 Ask patients to reschedule if sick 285 38.0  Ask patients to reschedule if sick 115 41.8 .002
 Increase non-operative measures prior to surgery 150 20.0  Increase non-operative measures prior to surgery 58 21.1 .089
 Increase digital options for communication 314 41.8  Increase digital options for communication 92 33.5 .678
How likely to attend a conference in 1 year How likely to attend a conference in 1 Year
 Likely 496 66.3  Likely 145 52.7 .509
 Not likely 55 7.4  Not likely 21 7.6 .363
 Unsure 197 26.3  Unsure 52 18.9 .297
% telecommunication clinical visits/Week % Telecommunication clinical Visits/Week
 0-25 398 50.0  0-25 177 64.4 <.001
 26-50 118 14.7  26-50 37 13.5 .872
 51-75 77 9.6  51-75 11 4.0 .017
 76-100 208 26.0  76-100 7 2.5 <.001
Interest in online spine education Interest in online spine education
 Very interested 318 42.5  Very interested 58 21.1 <.001
 Interested 300 40.1  Interested 101 36.7 .288
 Somewhat interested 131 17.5  Somewhat interested 56 20.4 .021
 Not interested 23 3.1  Not interested 9 3.3 .665
Total respondents 902 100 Total respondents 275 100

Calculation of P-values was performed using chi-square, Fisher's exact test, and ANOVA.

Bolded values indicate statistical significance at P < .05.

# = number of respondents/votes, % = percent, ± SD = standard deviation.

Discussion

Since the initial AO Spine COVID-19 and Spine Surgeon Global Impact Survey was distributed in 2020, different parts of the world have responded to the pandemic in unique ways. With multiple waves of new COVID-19 variants and recent controversial guidelines released by governing public heathcare bodies (e.g. United States Center for Disease Control, World Heath Organization), it is certain that the COVID-19 pandemic remains a global headline whose end remains uncertain. The goal of this follow-up survey was to elucidate how the reactions and perceptions to this global crisis have evolved, noting distinct changes in various practice and personal domains, presenting a quantifiable 1-year follow-up metric of pandemic impact upon the spine surgeon community.

COVID-19 Survey

The original survey was the first to assess the multidimensional impact of COVID-19 on spine surgeons worldwide. 6 Since then, numerous other groups conducted their own assessment of the impact of the pandemic across other physician populations. Jain et al 14 examined the impact of the COVID-19 lockdown on 611 orthopedic surgeons in India and highlighted the lockdown’s psychological impact. Chan et al 15 surveyed 222 spine surgeons from 19 different Pacific Asian countries concerning the pandemic’s effects on clinical and surgical practice. These surveys, in addition to numerous others published over the past year, provide valuable insight into the knowledge and opinions of surgeons. Nevertheless, the original survey by Louie et al 6 and its current follow-up survey remain the only comprehensive and multidimensional assessments of the impact of COVID-19 on spine surgeons on a global scale.

Resources, Testing, and Vaccinations

At the time of the original survey, the COVID-19 pandemic remained in early stages, and testing and other resources were very scarce. Widespread active COVID-19 viral and antibody testing had not yet been employed, and infections were being inconsistently tracked and counted. Since then, there have been massive global efforts to provide affordable and accessible forms of testing, evidenced by the results of this follow-up survey. Not only did rates of testing amongst surgeons increase, but a much higher percentage of the respondents had tested positive or knew someone who had tested positive by the time of this follow-up survey. Direct contact with a COVID-19 positive patient was the most likely reason for the getting tested in the follow-up survey, further illustrating the personal and professional impact the pandemic has had globally.

The original 2020 survey also preceded the development of COVID-19 vaccines. By 2021, vaccines had become widely available, and the vast majority (95%) of respondents had received at least 1 dose by the time of this follow-up survey. However, vaccination rates and overall perception of vaccine efficacy have varied across the world. Governmental and employer vaccination mandates have generated substantial controversy. Even throughout the pandemic, the perception on proper vaccine protocols has changed. Half of the respondents at the time of survey completion said they were required to be vaccinated against COVID-19, and even more said they would require the members of their team to be vaccinated. As we have learned more about the virus, government and private policies have adjusted accordingly.

Surgeon Well-Being

A goal of the survey was to assess how the surgeons’ health status has evolved throughout the pandemic and what factors play a role. In 2020, most of the world was in lockdown and respondents were quarantining at home, with less than 1% having been hospitalized for COVID-19. By the time of the 2021 survey, over 13.1% had taken sick leave for COVID, 2.5% had been hospitalized for COVID, and .4% had required ICU treatment. The pandemic has had a profound impact not only on the physical health of those that have become infected with the virus, but also the psychological and social health of everyone else.16,17 Although waves of new variants have come and gone, the heightened sense of anxiety and stress throughout the world has remained. Healthcare professionals, specifically surgeons, have been no exception. A look into the state of mental health of clinicians in China found the prevalence of stress and anxiety disorders were 27% and 23%, respectively. 18 In a cohort of UK surgeons, over 56% were classified at high risk of developing psychological comorbidity from the stress and disruption caused by COVID-19, with a greater likelihood of developing burnout in the future.19,20 As the pandemic has continued to evolve, so has the way surgeons have decided to allocate their time. Specifically increasing their time resting and planning for the future, and decreasing time on practice and medical work. The global crisis has caused many people to re-evaluate many aspects of life, and spine surgeons are no different. Similar to free time, the stress coping mechanisms of the respondents changed over the year. The most common coping strategies employed here by the respondents in order include spending time with family, exercising, reading, listening to music, and watching TV. Although it has always been important, the impact of the pandemic has really highlighted the importance of finding an appropriate coping strategy for every spine surgeon to help deal with the stresses of everyday life and prevent burnout.

Patient Care

Hospitals and healthcare facilities worldwide implemented interventions to protect their employees and prioritize the health of their patients.21-25 In the beginning stages of the pandemic when the original survey was distributed, outpatient centers had begun transitioning to a virtual platform and most elective procedures were put on pause. The most frequent intervention was the cancellation of elective surgeries (86%), largely to allocate limited materials, such as hospital beds and medical staff, to provide perioperative care and support for patients requiring an emergent operation. In the present follow-up survey, the number of elective surgery cancellations dropped to 61%. Other common hospital interventions included cancellations of hospital meetings (66%) and cancellations of educational/academic activities (62%). Our results also indicated that many individuals felt adequate PPE was provided in their institutions. Less than half of respondents reported adequate PPE in the original survey, which likely indicates a vast improvement in the response to the global health crisis by the medical community. When evaluating the perceptions of effectiveness of responses to the pandemic by hospitals, the respondents in the 2021 survey were more likely to believe that acceptable actions were being taken compared to their 2020 conterparts, suggesting an overall improvement in responses made by the healthcare systems.

Despite many spine procedures being considered non-emergent and thus delayed, numerous patients may experience prolonged pain and debilitations by postponing their treatment. Studies have already reported psychological and economic impacts that result from a decrease in physical function and the inability to work.11 Further studies will be required to evaluate the full impact of treatment delay caused by the COVID-19 pandemic on overall patient well-being.

Government, Media, and Future Guidelines

From the onset of the pandemic to now, governments have instituted numerous public health policies to curb the spread of the virus. The most common interventions included closures of schools/universities (81%), closure of non-essential businesses (74%), closure of dine-in restaurants (72%), and the cancellation of elective surgeries (60.3%). Responses from the governments were consistent between surveys. Although the effectiveness of these interventions are still uncertain, overall sentiment on effectiveness of governmental policies may be approximated by using survey responses that probe perceptions on how governments have responded to the pandemic, media portrayal and coverage of the pandemic, and current stressors individuals deal with because of the pandemic. Perceptions of government handling of the pandemic changed drastically over the span of a year between surveys. Nearly 60% of the respondents of the original survey thought the government’s efforts were effective while just 35% shared the same belief a year later in the follow-up. Similarly, there was an increase in the percentage of people that belief that futher guidelines are needed, suggesting more than just a year is needed for changes to take effect. It is evident that the outbreak has not only impacted surgeons in their private lives but also professionally, as our results indicate decreases in elective surgeries, clinical time, research productivity, and training experiences overall since the start of the pandemic yet increases in each domain from the 2020 survey to the 2021 follow-up. To continue professional growth and provide quality patient care, continued utilization of technological resources is evident. Most respondents reported interest in online spine education and have already incorporated recommended alternatives for clinical visits, such as telecommunication,12 into their practice. However, proper infrastructure must first be implemented to allow general access to these resources to hospitals and patients.

Telemedicine and Virtual Education

After government/public health agencies urged that all outpatient clincs, hospitals, and ambulatory surgical centers limit non-essentail activity in April of 2020, some healthcare centers experienced a decrease of more than 80% of in-person visits.26,27 This caused healthcare providers to adjust the way they traditionally delivered services to their patients and implement new strategies to keep up with the evolving landscape. Telemedicine rapidly became a tool that allowed providers to manage patients’ healthcare from a distance while maintaining social distance and minimizing spread. 28 Although there were geographical differences in the rate of telemedicine adoption and utilization, Riew et al 24 reported a significant increase in the use of telemedice globally by spine surgeons in the early stages of the pandemic. Similar to these findings and the global trend, the spine surgeons in the original Louie et al 6 survey experienced a rapid rise in telehealth visits in the initial wave of the COVID-19 pandemic. 10 However, in our follow-up survey, spine surgeons reported a significant decrease in the amount of percent of clinical visits they conducted over telecommunication per week. Drastically, in 2020 over 25% of the spine surgeons reported that 76-100% of their clinical visits occurred using telecommunication where as only 2.5% of the respondents from the 2021 follow-up attested to more than 76% of their clinical visits occurred using telecommunication. Depite the drop in total percentage of cases occurring over telehealth, 64% of spine surgeons still reported that 0-25% of their weekly clinical visits occurred over telecommunicationin during this period. Our results support those of a Delphi study examining telemedicine utilization in spine surgery by Iyer et al 21 that telemedicine was initially introduced out of necessity but because of patient satisfaction and cost savings, it is a mainstay. According to Mann et al, 29 telehealth has transformed the clinical practices of providers across multiple specialties globally. Patients have become accustomed to sharing biometric data and communicating with their provider over electronic platforms with consistently high patient satisfaction levels.29,30 Initially, hesistant to adopt telehealth because of the challenges of conducting a proper neurological exam without direct surgeon-to-physician contact, spine surgeons are confident in the ability of telemedicine to communicate with patients as concluded by Lovecchio et al 22 Based on a global study of spine surgeons by Riew et al, 24 imaging review, initial visits, and follow-up visits were considered feasible to conduct over telemedice, and, interestingly, the vast majority of surgeons still preferred at least on in-person pre-operative visit. Although limitations exist, telehealth appears to be part of the management options of the spine specialist because of the way it has transformed how providers can offer care to their patients.

Similar to telemedicine, virtual education has transformed due to the COVID-19 pandemic. A consequence of the social distancing and quarantine mandates imposed by public and private governing bodies, essentially all major spine educational confrences were suspended for most of 2020 and into 2021. Originally reported by Louie et al, 6 spine surgeons’ initial interest in online spine education increased in the early stages of the pandemic. In response to increased demand and decreased supply of spine education, virtual or hybrid spine conferences by various societies as well as webinars were developed. 31 Participants of such initiatives have in large part viewed the content as highly valuable to their practice and would continue participating post COVID-19. In a worldwide study by Swiatek et al 10 found that dedicating more than 25% of their practice to teaching was a predictor for increased interest in online education amoung spine surgeons. Because most conferences and lectures have returned to being in-person, our follow-up study found that interest in online spine education decreased in 2021. However, clinicians want to see “virtual” education continue post COVID-19, 31 as virtual options would help offset costs of travel to locations, decrease time away from work, and provide more flexible learning options.

Strengths and Limitations

As with any survey study, this follow-up study is not without limitation. The survey was distributed to the current AO Spine surgeon members’ network and received a 7% response rate, a reduction from 23.7% in the original survey. However, there were no significant differences in the respondents’ demographics between the two surveys. Due to the anonymous nature of the surveys, it was impossible to know if any of the same respondents from the original Louie et al 6 survey also responded to this follow-up; however, demographic findings were promising because it allowed us to compare between the two different time points. Selection bias could be a possible limitation and explanation for the low response rate. Because of the smaller number of respondents in this follow-up, we did not statistically analyze the geographical differences withing this second survey. Ultimately, a possible explanation for the difference in response rate is the fact that when the original survey was distributed, a large majority of the respondents had paused their clinical and surgical responsibilities and were quarantined at home, and therefore more likely to take the time to respond. Another limitation is the size of the survey itself. In the follow-up survey, we included 90 questions, up from 73 in the original, which may contribute to survey fatique and lead to fewer responders. In the original Louie et al 6 survey there was a completion rate of 24% whereas in this follow up there was a completion rate of approximately 6%. We attribute this disparity to surgeons not being in quarantine and returning to their clinical duties by the time this follow-up survey was distributed, as well as an increased number of AO Spine members by almost 1000 more member for this follow-up. Although the responses in resource allocation has changed, various countries were still experiencing waves of COVID-19 and its variants; hence, the level of restrictions and lockdowns may be variable. In addition, the current study presents a univariate analytical approach to the data analyses; however, future efforts will consist of more multivariate approaches to identify unique determinants to impact outcomes. Despite its limitations, this follow-up survey still provides invaluable information on the changing prospective impact the COVID-19 pandemic has had on spine surgeons worldwide, providing quantifiable metrices and documented testament of what the community has sustained throughout a public health ordeal.

Conclusion

The original survey by Louie et al 6 was the first international study to assess the COVID-19 impact among spine surgeons and in fact among any healthcare professionals worldwide. Since that time, there have been many laws and regulations implemented worldwide as a response to minimize mortality and morbidity from the virus. Our follow-up, prospective survey, the first of its kind, highlights distinct personal and practice-based platforms that spine surgeons have responded to or been impacted upon by the pandemic throughout 1 year. Our study also discusses the evolving impact the pandemic has had on telemedice and virtual education for spine surgeons, which appears to be a mainstay moving forward. Our study provides documented and evolving metrices that may help mitigate and direct handling or expectations of future pandemics among spine surgeons.

Footnotes

The author(s) declared no potential conflicts of interest with respect to the research, authorship, and/or publication of this article.

Funding: The author(s) received no financial support for the research, authorship, and/or publication of this article.

ORCID iDs

Juan N. Barajas, BS https://orcid.org/0000-0002-2063-724X

Gary M. Mallow, MD https://orcid.org/0000-0002-0204-0300

Philip K. Louie, MD https://orcid.org/0000-0002-4787-1538

Michael H. McCarthy, MD, MPH https://orcid.org/0000-0003-2766-6366

Niccole Germscheid, MSc https://orcid.org/0000-0002-8516-2951

Jason PY. Cheung, MBBS, MD https://orcid.org/0000-0002-7052-0875

Mohammad El-Sharkawi, MD https://orcid.org/0000-0001-6177-7145

Dino Samartzis, DSc https://orcid.org/0000-0002-7473-1311

References

  • 1.World Health Organization . COVID-19 weekly epidemiological update, edition 74. 11 January 2022. 2022. [Google Scholar]
  • 2.Poudel AN, Zhu S, Cooper N, et al. Impact of Covid-19 on health-related quality of life of patients: A structured review. PLoS One. 2021;16:e0259164. doi: 10.1371/journal.pone.0259164. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 3.Nobari H, Fashi M, Eskandari A, Villafaina S, Murillo-Garcia A, Perez-Gomez J. Effect of COVID-19 on health-related quality of life in adolescents and children: A systematic review. Int J Environ Res Publ Health. 2021;18:4563. doi: 10.3390/ijerph18094563. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 4.Spencer J, Jewett C. Twelve Months of Trauma: More than 3 600 US Health Workers Died in COVID’s First Year. London, UK: The Guardian; 2021. [Google Scholar]
  • 5.Luo M, Guo L, Yu M, Jiang W, Wang H. The psychological and mental impact of coronavirus disease 2019 (COVID-19) on medical staff and general public–A systematic review and meta-analysis. Psychiatr Res. 2020;291:113190. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 6.Louie PK, Harada GK, McCarthy MH, et al. The impact of COVID-19 pandemic on spine surgeons worldwide. Global Spine J. 2020;10:534-552. doi: 10.1177/2192568220925783. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 7.Louie PK, Harada GK, McCarthy MH, Albert TJ, An HS, Samartzis D. The global spine community and COVID-19: Divided or United? Spine (Phila Pa. 19762020);45:E754-E757. doi: 10.1097/brs.0000000000003560. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 8.Angotti M, Mallow GM, Wong A, Haldeman S, An HS, Samartzis D. COVID-19 and its impact on back pain. Global Spine J. 2022;12:5-7. doi: 10.1177/21925682211041618. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 9.Nolte MT, Harada GK, Louie PK, et al. COVID-19: Current and future challenges in spine care and education - a worldwide study. JOR Spine. 2020;3:e1122. doi: 10.1002/jsp2.1122. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 10.Swiatek PR, Weiner JA, Johnson DJ, et al. COVID-19 and the rise of virtual medicine in spine surgery: a worldwide study. Eur Spine J. 2021;30:2133-2142. doi: 10.1007/s00586-020-06714-y. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 11.Weiner JA, Swiatek PR, Johnson DJ, et al. Spine surgery and COVID-19: The influence of practice type on preparedness, response, and economic impact. Global Spine J. 2020;12:2192568220949183. doi: 10.1177/2192568220949183. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 12.Weiner JA, Swiatek PR, Johnson DJ, et al. Learning from the past: did experience with previous epidemics help mitigate the impact of COVID-19 among spine surgeons worldwide? Eur Spine J. 2020;29:1789-1805. doi: 10.1007/s00586-020-06477-6. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 13.Sayari AJ, Harada GK, Louie PK, et al. Personal health of spine surgeons can impact perceptions, decision-making and healthcare delivery during the COVID-19 pandemic - a worldwide study. Neurospine. 2020;17:313-330. doi: 10.14245/ns.2040336.168. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 14.Jain VK, Upadhyaya GK, Iyengar KP, Patralekh MK, Lal H, Vaishya R. Impact of COVID-19 on clinical practices during lockdown: a pan india survey of orthopaedic surgeons. Malays Orthop J. 2021;15:55-62. doi: 10.5704/moj.2103.009. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 15.Chan CYW, Chiu CK, Cheung JPY, Cheung PWH, Gani SMA, Kwan MK. The Impact of COVID-19 pandemic on Spine Surgeons: An Asia Pacific Spine Society (APSS) Survey. Spine (Phila Pa. 19762020);45:1285-1292. doi: 10.1097/brs.0000000000003622. [DOI] [PubMed] [Google Scholar]
  • 16.Cascella M, Rajnik M, Cuomo A, et al. StatPearls. Treasure Island (FL). Tampa, FL: StatPearls Publishing; 2020. [Google Scholar]
  • 17.Ornell F, Schuch JB, Sordi AO, Kessler FHP. Pandemic fear” and COVID-19: Mental health burden and strategies. Brazilian Journal of Psychiatry. 2020;42:232-235. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 18.Huang JZ, Han M, Luo T, et al. Mental health survey of 230 medical staff in a tertiary infectious disease hospital for COVID-19. Zhonghua lao dong wei sheng zhi ye bing za zhi= Zhonghua laodong weisheng zhiyebing zazhi= Chinese journal of industrial hygiene and occupational diseases. 2020;38:E001-E001. [DOI] [PubMed] [Google Scholar]
  • 19.Vijendren A, Yung M, Shiralkar U. Are ENT surgeons in the UK at risk of stress, psychological morbidities and burnout? A national questionnaire survey. The Surgeon. 2018;16:12-19. [DOI] [PubMed] [Google Scholar]
  • 20.Dewey C, Hingle S, Goelz E, et al. Supporting Clinicians during the COVID-19 Pandemic. American College of Physicians; 2020:752-753. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 21.Iyer S, Bovonratwet P, Samartzis D, et al. Appropriate telemedicine utilization in spine surgery: Results from a delphi study. SpinePhila Pa; 1976:2022;47(8):583-590. doi: 10.1097/brs.0000000000004339. [DOI] [PubMed] [Google Scholar]
  • 22.Lovecchio F, Riew GJ, Samartzis D, et al. Provider confidence in the telemedicine spine evaluation: Results from a global study. Eur Spine J. 2021;30:2109-2123. doi: 10.1007/s00586-020-06653-8. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 23.Riew GJ, Lovecchio F, Samartzis D, et al. Spine surgeon perceptions of the challenges and benefits of telemedicine: an international study. Eur Spine J. 2021;30:2124-2132. doi: 10.1007/s00586-020-06707-x. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 24.Riew GJ, Lovecchio F, Samartzis D, et al. Telemedicine in spine surgery: Global perspectives and practices. Global Spine J. 2021:21925682211022311. doi: 10.1177/21925682211022311. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 25.Shafi K, Lovecchio F, Riew GJ, et al. Telemedicine in research and training: Spine surgeon perspectives and practices worldwide. Eur Spine J. 2021;30:2143-2149. doi: 10.1007/s00586-020-06716-w. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 26.Activities C. Initiatives Supporting the COVID-19 Response and the President’s Plan for Opening America up Again. Atlanta: Centers for Disease Control and Prevention; 2020. [Google Scholar]
  • 27.Mann DM, Chen J, Chunara R, Testa PA, Nov O. COVID-19 transforms health care through telemedicine: Evidence from the field. J Am Med Inf Assoc. 2020;27:1132-1135. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 28.Cervino G, Fiorillo L, Surace G, et al. SARS-CoV-2 persistence: Data summary up to Q2 2020. Data. 2020;5:81. [Google Scholar]
  • 29.Mann DM, Chen J, Chunara R, Testa PA, Nov O. COVID-19 transforms health care through telemedicine: Evidence from the field. J Am Med Inf Assoc. 2020;27:1132-1135. doi: 10.1093/jamia/ocaa072. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 30.Satin AM, Shenoy K, Sheha ED, et al. Spine patient satisfaction with telemedicine during the COVID-19 pandemic: A cross-sectional study. Global Spine J. 2020;12:2192568220965521-2192568220965819. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 31.Rasouli JJ, Shin JH, Than KD, Gibbs WN, Baum GR, Baaj AA. Virtual spine: A novel, international teleconferencing program developed to increase the accessibility of spine education during the COVID-19 pandemic. World Neurosurg. 2020;140:e367-e372. doi: 10.1016/j.wneu.2020.05.191. [DOI] [PMC free article] [PubMed] [Google Scholar]

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