Literature DB >> 32677575

The Impact of COVID-19 Pandemic on Spine Surgeons Worldwide.

Philip K Louie1, Garrett K Harada2, Michael H McCarthy1, Niccole Germscheid3, Jason P Y Cheung4, Marko H Neva5, Mohammad El-Sharkawi6, Marcelo Valacco7, Daniel M Sciubba8, Norman B Chutkan9, Howard S An2, Dino Samartzis2.   

Abstract

STUDY
DESIGN: Cross-sectional, international survey.
OBJECTIVES: The current study addressed the multi-dimensional impact of COVID-19 upon healthcare professionals, particularly spine surgeons, worldwide. Secondly, it aimed to identify geographical variations and similarities.
METHODS: A multi-dimensional survey was distributed to surgeons worldwide. Questions were categorized into domains: demographics, COVID-19 observations, preparedness, personal impact, patient care, and future perceptions.
RESULTS: 902 spine surgeons representing 7 global regions completed the survey. 36.8% reported co-morbidities. Of those that underwent viral testing, 15.8% tested positive for COVID-19, and testing likelihood was region-dependent; however, 7.2% would not disclose their infection to their patients. Family health concerns were greatest stressor globally (76.0%), with anxiety levels moderately high. Loss of income, clinical practice and current surgical management were region-dependent, whereby 50.4% indicated personal-protective-equipment were not adequate. 82.3% envisioned a change in their clinical practice as a result of COVID-19. More than 33% of clinical practice was via telemedicine. Research output and teaching/training impact was similar globally. 96.9% were interested in online medical education. 94.7% expressed a need for formal, international guidelines to manage COVID-19 patients.
CONCLUSIONS: In this first, international study to assess the impact of COVID-19 on surgeons worldwide, we identified overall/regional variations and infection rate. The study raises awareness of the needs and challenges of surgeons that will serve as the foundation to establish interventions and guidelines to face future public health crises.

Entities:  

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

Year:  2020        PMID: 32677575      PMCID: PMC7359680          DOI: 10.1177/2192568220925783

Source DB:  PubMed          Journal:  Global Spine J        ISSN: 2192-5682


Introduction

As of April 10, 2020, the novel coronavirus, COVID-19, has spread to more than 210 countries, infecting more than 1 700 000 individuals and causing more than 100 000 deaths.[1-5] Although there is enormous attention surrounding COVID-19, there is a pressing need to accelerate protocols and guidelines for testing, patient management, antiviral therapies, and effective vaccines. The medical community has provided treatment algorithms, protocols for the use of personal protective equipment (PPE), resource allocation, and collaborative efforts to mitigate the effects of the COVID-19[6]; however, the standardization and global acceptance of such protocols remain under question, and not all centers have such resources in abundance. In addition, COVID-19 has proven to not only be a medical crisis, but a financial and social one as well. The impact on individual subspecialists in the age of COVID-19 remains unclear, especially in epicenters where physicians’ roles are transforming to meet needs during this pandemic. Furthermore, a great deal of attention has focused on emergency and critical care specialists; however, the surgeon is often lost in the conversation. Baseline burnout rates are incredibly high in this population, and a global pandemic may negatively compound associated consequences.[7,8] Because of the suspension of most elective surgeries worldwide and in-person clinics, many surgeons have had to rapidly adjust their practice and assist on frontline duties. Additionally, surgeons work in multidisciplinary teams; thus, elective surgery cancellations have downstream effects on various health care workers. The current study addressed the multidimensional impact of COVID-19 on health care professionals, particularly spine surgeons, worldwide. Second, it aimed to identify geographical variations and similarities.

Methods

Survey Design and Content

A survey, known as the AO Spine COVID-19 and Spine Surgeon Global Impact Survey, was developed with representation of various regions. Question selection was based on a Delphi style for consensus, following several rounds of review before finalization. Questions included several domains: demographics, COVID-19 observations, preparedness, personal impact, patient care, and future perceptions.

Survey Distribution

The 73-item survey was presented in English and distributed via email to the AO Spine membership who agreed to receive surveys (n = 3805 of approximately 6000 members). AO Spine is the world’s largest society of international spine surgeons (www.aospine.org). The survey recipients were provided 9 days to complete the survey (March 27, 2020, to April 4, 2020). Respondents were informed that their participation was voluntary and confidential; thus, information gained would be disseminated in peer-review journals, websites, and social media.

Statistical Analyses

All statistical analyses were performed with Stata version 13.1 (StataCorp LC, College Station, TX). Graphical representation of survey responses was performed using RStudio v1.2.1335 (RStudio Inc, Boston, MA). Percentages and means were made for count data and rank-order questions, respectively. Statistical analyses were performed to assess significant differences in count data using a combination of Fisher exact and χ2 tests, where applicable. Differences in continuous variables between groups were assessed using analysis of variance (ANOVA). The threshold for statistical significance for all tests was P < .05.

Results

In total, 902 spine surgeons responded to the survey, representing 91 distinct countries and 7 regions. The greatest number of responses were from Europe (242/881; 27.5%), followed by Asia (213/881; 24.2%) and North America (152/881; 17.3%). Most survey responses (Figure 1) were from the United States (128/902; 14.2%), China (73/902; 8.1%), and Egypt (66/902; 7.3%). More respondents were male (826/881; 93.8%) orthopaedic surgeons (637/902; 70.6%), aged 35 to 44 years old (344/895; 38.4%), and primarily practiced in academic and/or private institutions. Notably, 92.9% of all respondents currently live with a spouse, children, and/or the elderly, and 36.8% report a medical comorbidity (Table 1).
Figure 1.

Distribution of survey responses by geographic region; world map depicting number of survey responses received internationally. Color-filled countries indicate that at least 1 survey was received from that geographic region. Red, <50 surveys received; green, 51 to 100; yellow, 101 to 150; orange, 151 to 200; blue, >200; gray, no surveys received.

Table 1.

Survey Respondent Demographics.

Personal DemographicsPractice Demographics
na Percentage na Percentage
Age (years)Specialty
25-3413014.5Orthopaedics63770.6
35-4434438.4Neurosurgery24627.3
45-5424527.4Trauma10411.5
55-6415016.8Pediatric Surgery171.9
65+262.9Other353.9
SexFellowship trained
Female556.2Yes64571.5
Male82693.8No25728.5
Home demographicsYears since training completion
Spouse at home77386.5Less than 5 years16125.3
Children at home5 to 10 years14122.2
025028.210 to 15 years10416.4
122124.915 to 20 years11718.4
226630.0Over 20 years11317.8
310912.3Practice type
4+414.6Academic/Private combined20422.9
Elderly at home19121.4Academic40545.4
Living alone637.1Private14416.1
Estimated home city populationPublic/Local hospital13915.6
 <100 000465.2Practice breakdown (%)
 100 000-500 00018520.7Percentage research
 500 000-1 000 00013615.20-2573181.9
 1 000 000-2 000 00014416.126-5012914.5
 >2 000 00038242.851-75212.4
Geographic region76-100121.3
 Africa445.0Percentage clinical
 Asia21324.20-25222.5
 Australia80.926-50879.7
 Europe24227.551-7519421.7
 Middle East778.776-10059066.1
 North America15217.3Percentage teaching
 South America/Latin America14516.50-2566874.9
Medical comorbidities26-5015217.0
 Cancer40.451-75505.6
 Cardiac disease252.876-100222.5
 Diabetes455.0
 Hypertension15617.3
 No comorbidities57063.2
 Obesity10311.4
 Renal failure50.6
 Respiratory illness353.9
 Tobacco use778.5
Total respondents902100

a Number of respondents/votes.

Distribution of survey responses by geographic region; world map depicting number of survey responses received internationally. Color-filled countries indicate that at least 1 survey was received from that geographic region. Red, <50 surveys received; green, 51 to 100; yellow, 101 to 150; orange, 151 to 200; blue, >200; gray, no surveys received. Survey Respondent Demographics. a Number of respondents/votes. Of the 57 who underwent viral testing, 9 (15.8%) reported testing positive for COVID-19. However, surgeons from some geographic locations were more likely to have been previously tested for COVID-19 (P < .001) and had differing opinions on whether local and/or international news outlets were providing accurate (P < .001) or excessive coverage (P = .001) on the pandemic. Variations arose regarding personal concern for region-specific entities, such as hospital capacity (P = .011), roles taken by government/leadership (P = .016), and economic consequence (P = .007; Table 2, Figure 2). Respondents reported significantly different institutional and government approaches as they related to management of COVID-19. Specifically, distinct variations were observed in quarantining (P < .001), hospital/government interventions (P < .001 to P = .024), PPE availability and type (P < .001 to P = .045), and medical staff employment (P < .001). Most surgeons had roughly similar perceptions about institutional responsiveness (P = .169 to P = .881; Tables 3 and 4; Figure 3).
Table 2.

COVID-19 Perceptions.

 OverallAfricaAsiaAustraliaEuropeMiddle EastNorth AmericaSouth America/Latin America P Valuea
nb/MeanPercentage/±SDnb/MeanPercentage/±SDnb/MeanPercentage/±SDnb/MeanPercentage/±SDnb/MeanPercentage/±SDnb/MeanPercentage/±SDnb/MeanPercentage/±SDnb/MeanPercentage/±SD
COVID-19 diagnosis
 Know someone diagnosed39246.61227.96433.0225.014663.52941.47148.06548.2 <.001
 Personally diagnosed91.100.021.000.020.900.021.332.2.791
COVID-19 testing
 Know how to get tested70182.93274.417087.6787.519282.85477.112684.611080.9.259
 Personally tested576.700.063.100.03213.811.496.085.9 <.001
Reason for testing
 Direct contact with COVID-19 positive patient4935.5457.1925.02144.7337.5541.7622.264.1.205
 Prophylactic128.7114.3616.736.400.000.027.421.4.369
 Demonstrated symptoms6849.3228.61644.42042.6450.0758.31970.41913.1.181
 Asked to be tested96.500.0513.936.4112.500.000.085.5.233
Mean worry about COVID-19 (1, not worried, to 5, very worried)3.7±1.23.6±1.23.7±1.23.1±2.13.7±1.13.4±1.23.8±1.13.9±1.2.167
Current stressors
 Personal health35842.51944.29750.5675.08436.43245.75536.95943.4 .026
 Family health64076.02967.414676.0562.518379.25680.011073.810275.0.553
 Community health37043.92251.29549.5450.09742.03854.35033.65641.2 .032
 Hospital capacity35241.81739.57137.0675.011750.62231.46140.95339.0 .011
 Timeline to resume clinical practice37844.91841.98644.8562.510846.82130.09362.44130.1 <.001
 Government/Leadership15418.3614.05026.0225.03314.368.62919.52719.9 .016
 Return to nonessential activities11613.8614.0199.9337.53515.2710.03322.1128.8 .004
 Economic issues38545.71739.56835.4450.010545.53448.67751.77756.6 .007
 Other111.300.021.000.010.422.953.410.7.203
Media perceptions
 Accurate coverage40748.51739.59851.0562.511549.82332.99060.85339.3 <.001
 Excessive coverage29835.52251.26533.9225.07733.33448.63624.35843.0 .001
 Not enough coverage13516.149.32915.1112.53916.91318.62214.92417.8.861
Current media sources
 International news: internet20226.01435.03921.8225.07032.32031.82316.13227.4 .013
 International news: television729.3717.5126.700.0146.51727.074.91210.3 <.001
 National/Local news: internet22428.8717.55329.6450.06228.6914.36142.72622.2 <.001
 National/Local news: television17722.8615.04223.5225.05023.0711.13927.32823.9.232
 Newspaper283.600.052.800.083.734.874.954.3.787
 Social media759.6615.02815.600.0136.0711.164.21412.0 .004

a Calculation of P values was performed using χ2, Fisher, and ANOVA tests. Bolded values indicate statistical significance at P <.05.

b Number of respondents/votes.

Figure 2.

COVID-19 Worldwide Impact Surgeon Infographic highlighting key finding surrounding surgeon perspectives of the media, institutional and governmental policy enactment, and occupational hazard risks from the AO Spine COVID-19 and Spine Surgeon Global Impact Survey.

Table 3.

Institutional/Government Impact.

 OverallAfricaAsiaAustraliaEuropeMiddle EastNorth AmericaSouth America/Latin America P Valuea
nb Percentagenb Percentagenb Percentagenb Percentagenb Percentagenb Percentagenb Percentagenb Percentage
Quarantined19322.949.32814.7112.54218.1811.42718.17757.0 <.001
Institution
 Formal guidelines in place45260.42556.812257.3787.511848.83646.89059.25034.5 <.001
 Adequate PPE provided41549.61227.311051.6337.511246.32836.49663.25034.5 <.001
 N9545154.01023.310655.2675.011550.42333.312383.76245.9 <.001
 Surgical mask73888.43888.417490.68100.021393.46391.313088.410074.1 <.001
 Face shield41549.71534.99951.6787.512354.01826.110772.84231.1 <.001
 Gown49158.82558.110253.18100.014262.34463.811376.95339.3 <.001
 Full face respirator9511.424.72412.5112.52711.834.42819.1107.4 .013
 Ventilators34341.036.88439.4337.511447.11418.28052.64128.3 <.001
 Other556.624.7126.3112.5146.1811.685.485.9.663
 None334.037.063.100.052.211.542.71410.4 .003
Hospital interventions
 Quarantine after international travel50760.92148.813168.28100.012554.63043.510472.28260.7 <.001
 Limitations on domestic travel48358.02353.512062.58100.012655.02840.610472.26850.4 <.001
 Nonessential employees work from home55867.02148.89851.0675.017576.44260.912486.18462.2 <.001
 Cancellation of all educational/academic activities68982.73069.815379.78100.020890.85579.712184.010174.8 <.001
 Cancellation of hospital meetings67480.92967.413871.98100.020087.35376.813090.310577.8 <.001
 Cancellation of elective surgeries71485.73376.713168.28100.021794.86289.914097.211383.7 <.001
 None of the above172.012.352.600.000.045.810.764.4 .020
Medical staff furlough
 Yes30740.51744.77040.0112.58138.82541.04028.26758.8 .020
 Potentially16521.81026.32212.6450.05124.41016.44431.02320.2 .001
 No28637.81129.08347.4337.57736.82642.65840.92421.1 <.001
Medical staff unemployment
 Yes678.8410.0116.3112.594.323.32316.41714.7 <.001
 Potentially10814.2512.5148.0225.02712.969.82316.42824.1 <.001
 No58677.03177.515185.8562.517382.85386.99467.17161.2 <.001
Perception of hospital effectiveness
 Acceptable/Appropriate47761.41435.012569.8562.512959.53048.410573.46353.9 <.001
 Excessive/Unnecessary172.212.542.200.052.311.653.510.9.881
 Disarray/Disorganized688.812.5116.200.02612.069.7107.01412.0.169
 Not enough action21527.72460.03921.8337.55726.32540.32316.13933.3 <.001
Frequency of updates from hospital
 Multiple times per day16020.7717.53318.5112.54119.0812.95236.61512.8 <.001
 Once a day36647.31742.58547.8562.510850.02235.57452.15244.4.330
 2-3 Times per week10613.7512.53016.9112.53315.346.51812.71412.00.523
 Once per week445.712.5158.4112.5115.134.832.197.7.204
 Less than once per week101.312.531.700.020.900.000.032.6.474
 Not at all14218.41230.02916.300.03717.12743.642.83025.6 <.001
Government
 Cancel elective surgery64677.22762.812263.98100.020187.45884.112483.89570.4 <.001
 Shelter/Self-protection57068.12148.812364.4787.516973.54260.911980.48059.3 <.001
 No gatherings > 50 people36543.62558.18846.1675.07432.23449.37651.45843.0 .001
 No gatherings > 100 people45858.31637.211861.8450.015065.22739.111779.14936.3 <.001
 No gatherings > household37144.31330.27036.7675.015165.72231.96141.24634.1 <.001
 Closure of nonessential business72786.93479.115279.6787.520689.65985.513993.911988.2 .003
 Closure of schools/universities79595.04093.017591.6787.522597.86695.714497.312592.6 .045
 Closure of dine-in restaurants71185.03376.712967.58100.021593.55884.114296.011383.7 <.001
 Closure of public transportation23928.61227.99650.3225.03615.72434.83423.02921.5 <.001
 Restrict elderly to home42650.91534.99449.2450.014362.22231.95436.59167.4 <.001
Perception of government effectiveness
 Acceptable/Appropriate45658.51742.511463.7562.513059.94165.16847.67462.7 .017
 Excessive/Unnecessary202.600.042.200.073.200.074.921.7.346
 Disarray/Disorganized8811.325.0137.3112.52411.157.92819.61311.0 .019
 Not enough action21527.62152.54826.8225.05625.81727.04028.02924.6 .038

a Calculation of P values was performed using χ2 and Fisher exact tests. Bolded values indicate statistical significance at P < .05.

b Number of respondents/votes.

Table 4.

Practice Impact.

OverallAfricaAsiaAustraliaEuropeMiddle EastNorth AmericaSouth America/Latin America P Valuea
nb Percentagenb Percentagenb Percentagenb Percentagenb Percentagenb Percentagenb Percentagenb Percentage
Still performing elective surgery14918.512278439.400.0249.9911.764.0149.7 <.001
Essential/Emergency spine surgery70087.3358015974.7787.519982.25672.713790.19867.6 <.001
Percentage cancelled surgical cases per week
 0-25698.68204122.0112.5125.411.532.164.8 <.001
 26-5012315.36152010.800.0156.71218.221.4129.7 <.001
 51-75729.07173418.300.02812.62131.81611.11512.1 .002
 76-10053967.120499148.9787.516875.33248.512385.49173.4 <.001
Impact on clinical time spent
 Increased465.712105.4112.5135.823.021.41512.1 .008
 Decreased67584.0389315282.2675.018080.76191.013895.29274.2 <.001
 Stayed the same8310.3252312.4112.53013.546.053.51713.7 .021
Perceived impact on resident/fellow training
 Not currently training residents/fellows26833.714356836.800.06730.53044.84229.64335.0.096
 Hurts training experience45056.525639651.9675.012757.73552.28862.06754.5.439
 Improves training experience303.81384.300.094.111.521.486.5.370
 No overall impact486.000137.0225.0177.711.5107.054.1.053
Medical duties outside specialty18322.89213416.0112.57028.933.93422.43422.4 <.001
Warning patients if the surgeon is COVID-19 positive
 Absolutely59574.2276814075.78100.016072.44363.211478.69475.8.117
 Likely10613.24102312.400.03515.81116.21611.01612.9.661
 Less likely435.4410126.500.0115.068.853.543.2.370
 Not at all587.2513105.400.0156.8811.8106.9108.1.492
Research activities affected
 No research engagement20627.09234224.1225.06028.42236.12819.63732.2.147
 Complete stop12216.07183117.8112.53516.61016.41611.21916.5.793
 Decrease in productivity24732.415386436.8337.56128.91626.25639.23127.0.186
 No change10814.26152413.8225.03014.21016.42316.11210.4.833
 Increase in productivity8010.538137.500.02511.934.92014.01613.9.197
Surgery impact
 Advise against56170.4266311964.3675.015771.75380.310472.28770.7.253
 Proceed with standard precautions13817.38204624.9112.52611.91522.7139.02822.8 <.001
 Absent during intubation/extubation32240.410245228.1562.59242.02334.98256.95645.5 <.001
 Additional PPE during surgery42843.7163910556.8450.011753.43857.67854.26754.5.583
Income impact
 Losing income30840.522554626.3787.58038.33049.25035.56858.6 <.001
 No impact, salary24432.112307040.0112.58339.71524.65136.297.8 <.001
 No impact, compensation-based70.90000.000.031.423.310.710.9.382
 Planned reduction, salary13818.16154827.400.03215.3914.8128.52824.1 <.001
 Planned reduction, compensation-based648.400116.300.0115.358.22719.2108.6 <.001
Percentage personal income affected
 0-2521928.96156235.4112.57737.469.85337.9108.6 <0.001
 26-5022629.916404928.0112.56129.62947.52618.64437.9 <.001
 51-7514218.810253419.4337.53617.51219.72517.92017.2.754
 76-10017022.58203017.1337.53215.51423.03625.74236.2 <.001
Percentage hospital income affected
 0-2516922.38204224.1225.06430.6711.72618.71512.9 .003
 26-5019926.313334727.0225.06229.71931.72417.33126.7.188
 51-7520727.311285330.5225.04823.01931.74129.53328.5.710
 76-10018224.08203218.4225.03516.81525.04834.53731.9 .001

a Calculation of P values was performed using χ2 and Fisher exact tests. Bolded values indicate statistical significance at P < .05.

b Number of respondents/votes.

Figure 3.

A. Radar chart depictions of current COVID-19 government policies by geographic region: 10-sided (decagon) radar charts visually depicting cumulative percentage of responses verifying the enactment of a given COVID-19 government policy at the time of survey distribution. Queried policies are listed at the vertex of a given figure, whereby points falling on a vertex of the innermost decagon correspond to a cumulative total of 0% of survey responses received. Moving outward from one decagon to the next corresponds to a 25% increase in responses for a given category. B. Radar chart depictions of current COVID-19 hospital policies by geographic region: 7-sided (heptagon) radar charts visually depicting cumulative percentage of responses verifying the enactment of a given COVID-19 hospital policy at the time of survey distribution. Queried policies are listed at the vertex of a given figure, whereby points falling on a vertex of the innermost heptagon correspond to a cumulative total of 0% of survey responses received. Moving outward from one heptagon to the next corresponds to a 25% increase in responses for a given category.

COVID-19 Perceptions. a Calculation of P values was performed using χ2, Fisher, and ANOVA tests. Bolded values indicate statistical significance at P <.05. b Number of respondents/votes. COVID-19 Worldwide Impact Surgeon Infographic highlighting key finding surrounding surgeon perspectives of the media, institutional and governmental policy enactment, and occupational hazard risks from the AO Spine COVID-19 and Spine Surgeon Global Impact Survey. Institutional/Government Impact. a Calculation of P values was performed using χ2 and Fisher exact tests. Bolded values indicate statistical significance at P < .05. b Number of respondents/votes. Practice Impact. a Calculation of P values was performed using χ2 and Fisher exact tests. Bolded values indicate statistical significance at P < .05. b Number of respondents/votes. A. Radar chart depictions of current COVID-19 government policies by geographic region: 10-sided (decagon) radar charts visually depicting cumulative percentage of responses verifying the enactment of a given COVID-19 government policy at the time of survey distribution. Queried policies are listed at the vertex of a given figure, whereby points falling on a vertex of the innermost decagon correspond to a cumulative total of 0% of survey responses received. Moving outward from one decagon to the next corresponds to a 25% increase in responses for a given category. B. Radar chart depictions of current COVID-19 hospital policies by geographic region: 7-sided (heptagon) radar charts visually depicting cumulative percentage of responses verifying the enactment of a given COVID-19 hospital policy at the time of survey distribution. Queried policies are listed at the vertex of a given figure, whereby points falling on a vertex of the innermost heptagon correspond to a cumulative total of 0% of survey responses received. Moving outward from one heptagon to the next corresponds to a 25% increase in responses for a given category. COVID-19 had varying impact on clinical practice. Although most report cancellation of >75% of their surgical cases per week (539/803; 67.1%), differences in reported cancellation rate were seen across geographic regions (P < .001 to P = .021). Similar discrepancies are present with ongoing elective (P < .001) and emergency surgical cases (P < .001), with variation in precaution recommendations for procedures. Although there was no difference in the recommendation of additional PPE (P = .583) and/or cancellation of procedures (P = .253) between regions (Figure 4), opinions varied regarding the use of standard precautions and/or modifications during the intubation/extubation procedures (Table 4; Figure 5).
Figure 4.

Regional availability of personal protective equipment (PPE) bar chart detailing overall and regional availability of various types of PPE. X-axis: percentage of survey responses received; Y-axis: type of PPE equipment queried.

Figure 5.

A. Pie donut depictions of questions highlighting COVID-19’s impact on clinical practice graphical depictions of specific questions and distribution of responses by geographic region highlighting the impact of COVID-19 on a respondent’s surgical practice. Inner pie chart highlights the percentage of responses received for a given answer choice, whereas the outer “donut” reveals the respective geographic distribution. Regions constituting <2% of the overall pie chart area are omitted for clarity. B. Regional distribution of current COVID-19 surgical precautions bar chart detailing overall and regional practices of surgical precautions for COVID-19 positive surgical candidates. X-axis, percentage of survey responses received; Y-axis, type of surgical precaution queried.

Regional availability of personal protective equipment (PPE) bar chart detailing overall and regional availability of various types of PPE. X-axis: percentage of survey responses received; Y-axis: type of PPE equipment queried. A. Pie donut depictions of questions highlighting COVID-19’s impact on clinical practice graphical depictions of specific questions and distribution of responses by geographic region highlighting the impact of COVID-19 on a respondent’s surgical practice. Inner pie chart highlights the percentage of responses received for a given answer choice, whereas the outer “donut” reveals the respective geographic distribution. Regions constituting <2% of the overall pie chart area are omitted for clarity. B. Regional distribution of current COVID-19 surgical precautions bar chart detailing overall and regional practices of surgical precautions for COVID-19 positive surgical candidates. X-axis, percentage of survey responses received; Y-axis, type of surgical precaution queried. Respondents had similar breakdowns for their allocation of time and stress-coping mechanisms. No significant differences were seen across geographic regions for spending time with family, personal wellness, resting, future planning, hobbies, or academic/clinical work. Greatest current stressors were family health (76%), followed by economic issues (45.7%), timeline to resume normal practice (44.9%), and community health (43.9%). Similarly, stress relief through reading, television, meditation, research, family, and telecommunication with friends was comparable between regions. Significant differences largely arose surrounding the cancellation of business and leisure activities (P < .001 to P = .026; Table 5).
Table 5.

Personal Impact and Future Perceptions.

Personal Impact
 OverallAfricaAsiaAustraliaEuropeMiddle EastNorth AmericaSouth America/Latin America P Valuea
nb/MeanPercentage /±SDnb/MeanPercentage /±SDnb/MeanPercentage /±SDnb/MeanPercentage /±SDnb/MeanPercentage /±SDnb/MeanPercentage /±SDnb/MeanPercentage /±SDnb/MeanPercentage /±SD
Percentage leisure activities cancelled
 0-2517721.11432.64925.5112.55322.91622.9128.23022.2 <.001
 26-509811.7511.62513.000.02611.31318.632.02417.8 <.001
 51-75647.6511.6189.400.093.968.6106.81611.9.105
76-10050059.61944.210052.1787.514361.93550.012283.06548.2 <.001
Percentage business/academic activities cancelled
 0-259811.6818.62110.900.03414.71014.364.01712.5 .026
 26-5011613.8920.93116.1112.53414.71318.674.71914.0 .023
 51-75769.049.32110.900.0177.4710.042.72216.2 .006
 76-10055365.62251.212062.2787.514663.24057.113288.67857.4 <.001
Sick leave for COVID-19450.000.000.000.0266.700.000.02100.0.149
Hospitalization for COVID-19112.500.000.000.0133.300.000.000.0.592
Intensive care unit treatment112.500.000.000.0133.300.000.000.0.852
Mean personal allocation of time (1, most time; 8, least time)
 Spending time with family2.7±2.22.4±2.02.7±2.13.0±1.73.0±2.42.8±2.52.4±2.02.4±2.1.161
 Personal wellness3.8±1.93.1±1.63.6±1.94.0±1.44.3±1.93.0±1.83.9±1.93.5±1.8.846
 Resting4.3±2.03.4±1.84.3±2.04.5±1.94.4±23.7±2.04.6±1.94.1±2.0.986
 Future planning4.6±1.84.4±1.84.8±1.84.8±2.84.5±1.85.1±1.84.3±1.74.6±1.9.726
 Hobbies5.2±1.96.1±1.75.5±1.95.3±1.95.1±1.95.0±2.15.5±1.74.7±2.0.628
 Academic projects/research4.6±2.15.2±2.14.6±2.13.9±1.84.5±2.14.6±1.94.6±2.34.5±2.1.860
 Community outreach6.3±2.06.1±1.86.1±2.06.0±3.16.1±2.36.3±1.57.0±1.46.3±1.9 <.001
 Spine practice/Medical center work4.1±2.55.1±2.54.1±2.63.9±2.93.5±2.55.3±2.33.4±2.25.0±2.4.616
Current stress coping mechanisms
 Exercise46362.91538.511065.9675.011958.32339.011582.17266.1 <.001
 Music33044.8512.88148.5450.09647.12135.65337.96862.4 <.001
 Meditation/Mindfulness11816.0410.33319.800.02311.31423.72316.42018.4.100
 Tobacco293.925.174.200.0157.446.800.000.0 .005
 Alcohol8912.100.0169.6225.02512.335.12316.41917.4 .015
 Research projects24433.21333.36136.5112.56531.91525.44632.94238.5.480
 Family57878.53384.612776.1675.015174.04983.111481.49082.6.375
 Spiritual/Religious activities11615.81128.22716.200.0157.42033.92014.31917.4 <.001
 Reading45862.22564.111267.1562.512561.33254.28359.36963.3.681
 Television39453.52153.98450.3225.09345.64169.57553.67064.2.003
 Telecommunication with friends32243.81435.97142.5562.58039.22542.46747.865752.3.227
nb Percentagenb Percentagenb Percentagenb Percentagenb Percentagenb Percentagenb Percentagenb Percentage
Belief that future guidelines are needed
 Yes71094.73897.416093.68100.019092.75895.113997.910794.7.418
 No81.100.042.300.021.000.000.021.8.448
 Unsure324.312.674.100.0136.334.932.143.5.583
Most effective method for hospital updates
 Internet webinar37948.81840.99645.1450.09539.32937.75536.27753.1.068
 Email48662.62045.56932.48100.016668.63039.012582.26041.4 <.001
 Text message22328.71943.28138.0562.53715.32127.32013.23725.5 <.001
 Flyers496.3715.9178.0112.583.379.110.785.5 <.001
 Automated phone calls435.51125.0198.900.031.279.100.032.1 <.001
 Social media outlets21828.11943.27836.6225.03313.63748.1117.23624.8 <.001
Perceived impact in 1 year
 No change13317.7512.82414.0337.54722.8711.53021.11614.2.068
 Heighted awareness of hygiene43557.92666.711466.7562.59345.24370.58559.96053.1 <.001
 Increase use of PPE34445.82564.19052.6337.59445.63150.84128.95649.6 <.001
 Ask patients to reschedule if sick28538.01538.57543.9337.58541.31727.94632.43833.6.180
 Increase nonoperative measures prior to surgery15020.0718.04928.7112.54119.91524.6139.22219.5 .003
 Increase digital options for communication31441.81435.95532.2450.09345.22236.18761.33833.6 <.001
How likely to attend a conference in 1 year
 Likely49666.32666.79153.5562.515173.34167.210171.67466.1 .004
 Not likely557.412.6169.400.0136.334.996.4119.8.526
 Unsure19726.31230.86337.1337.54220.41727.93122.02724.1 .012
Timeframe to resume elective surgery
 <2 Weeks313.900.0147.5112.562.723.000.086.5 .005
 2-4 Weeks13616.9410.03921.000.02310.31522.42013.83225.8 .001
 1-2 Months12715.837.52211.8112.52913.034.55135.21512.1 <.001
 >2 Months334.100.073.8112.594.000.0117.654.0.109
 No current stoppage8510.6717.54524.200.094.034.532.11713.7 <.001
 Unknown39248.82665.05931.7562.514765.94465.76041.44737.9 <.001
Anticipated number of weeks to resume baseline activity
 <2 Weeks9612.7512.83520.200.0188.658.32014.0119.5 .016
 2-4 Weeks17723.31230.85330.6225.03717.71728.33524.51916.4 .028
 4-6 Weeks17723.3923.13822.0225.04823.01931.72618.23328.5.386
 6-8 Weeks10814.2615.41911.0112.53416.3711.71812.62118.1.630
 >8 Weeks20126.5718.02816.2337.57234.51220.04430.83227.6 .002
Percentage telecommunication clinical visits per week
 0-2539850.02458.511260.5337.511350.73553.03121.77560.5 <.001
 26-5011814.7819.53518.9337.5198.51827.31812.61512.1 <.001
 51-75779.649.8147.600.0229.957.61913.31310.5.632
 76-10020826.0512.22413.0225.06930.9812.17552.52116.9 <.001
Interest in online spine education
 Very interested31842.51641.06638.8337.58340.32845.95236.66558.0 .022
 Interested30040.11538.57644.7450.08139.32642.65941.63531.3.439
 Somewhat interested13117.5820.53520.6112.54521.869.82719.076.3 .010
 Not interested233.112.631.800.062.911.674.954.5.675

a Calculation of P values was performed using ANOVA, χ2, and Fisher exact tests. Bolded values indicate statistical significance at P < .05.

b Number of respondents/votes.

Personal Impact and Future Perceptions. a Calculation of P values was performed using ANOVA, χ2, and Fisher exact tests. Bolded values indicate statistical significance at P < .05. b Number of respondents/votes. Although most practitioners envision changes to their clinical practice as a result of COVID-19 (618/751; 82.3%), they similarly recognized the need for future standardized guidelines (710/750; 94.7%) across geographic regions (P = .068 and P = .418, respectively). Respondents expressed further dissimilarities regarding the current use of telecommunication clinical visits (P < .001).

Discussion

To our knowledge, our study is the first to assess the multidimensional impact of COVID-19 on surgeons worldwide. With >900 respondents worldwide, we noted variations between regions for COVID-19 testing, government/leadership perceptions, impact of media/news outlets, hospital capacity for COVID-19, and economic consequences. We identified that 16% of all spine surgeons who underwent viral testing globally tested positive for COVID-19, and up to 13% would be less likely and not at all compelled to disclose their positive testing to their patients. The study also noted an overwhelming need for guidelines to manage patients under a pandemic. It noted that key PPEs, such as masks, face shields, gowns, and so on, were not readily available to clinicians.

COVID-19 Surveys

Few surveys have also examined specific COVID-19 domains in health care providers. Khan et al[9] evaluated 302 health care workers in Pakistan on their basic knowledge of COVID-19 and found that front-line workers were not prepared for the pandemic. Lai et al[10] identified high levels of psychological burden in 1257 health care workers in 34 hospitals throughout China caring for COVID-19 patients. Huang et al[11] surveyed 230 medical staff in a tertiary infectious disease hospital for COVID-19 in China and discovered a high incidence of anxiety and stress among staff. Because these surveys target individuals in specific regions and domains of COVID-19 knowledge and opinions, our survey gathered responses from a “global” audience of health care providers across various domains. We also outlined regional breakdowns and demographic variables. Our goal was not to investigate the specific factors involved with the regional differences, but rather shed light on how the different regions perceived and reacted to this global crisis.

Resources and Testing

The COVID-19 outbreak demands increasing focus on resource allocation and the roles in which physicians function. In our study, 23% of the surgeons reported working outside their normal scope of practice, illustrating the unique challenges facing physicians not often at the forefront of the COVID-19 conversation, with varying levels of concern in the mounting pressure. Limitations in testing have been cited as a major shortcoming.[12,13] However, 83% of our respondents stated that they have access to testing. Contact with symptomatic patients was described as the most common reason to seek testing, yet we found that only 7% of our physicians have undergone formal COVID-19 testing; 47% stated that they know someone who has been diagnosed, and only 16% of respondents tested positive. This infection rate was based on respondents who had actually undergone formal viral testing. Substantiated data on the infection rate in health care workers has not been well established because this population describes inconsistent access to testing, if not being actively discouraged to do so. Additionally, infections are being inconsistently tracked and, in some cases, uncounted at the hospital/medical center level. Based on various global news outlets, health care workers have accounted for anywhere between 14% and 30% of total positive COVID-19 tests in various regions.[14,15] More widespread active COVID-19 viral (and eventual antibody) testing is a crucial focus of multiple global entities at this time because these results will help plan for return to work protocols. Overall, spine surgeons exhibited elevated anxiety and uncertainty for the future. The lower rates of testing and diagnosis among our cohort, compared with the general population, suggest surgeons’ knowledge of disease transmission and/or possible greater adherence to public health measures aimed at limiting exposure.

Surgeon Well-being

Our survey captures surgeons’ health status and age highlighting potential personal factors affecting this cohort’s susceptibility to COVID-19. We found that more than 80% of our respondents are <55 years old, with hypertension and obesity as the 2 most common comorbidities, and anxiety levels were moderately high. Although these respondents are younger and with less severe comorbidities than higher-risk populations, concerns for well-being are clearly evident. Concerns for personal well-being and family health as well as professional concerns raise awareness of the unknown psychological stressors faced by surgeons and front-line workers. Recently, Lai et al[10] assessed the mental health outcomes among Chinese health care workers exposed to COVID-19, revealing that 50% experienced depression, 34% insomnia, and 72% psychological distress. The perception of personal and community danger, present among frontline workers, is evident among surgeons worldwide. Additionally, 60% of surgeons cancelled or postponed leisure travel because of the outbreak, leading to an inability to obtain much needed respite during this stressful time. Respondents also cited predominantly spending time with family, exercise, and reading as the most common coping mechanisms, with meditation and spiritual/religious activities. The expanding impact of the outbreak will continue to challenge the importance of healthy coping mechanisms during critical times. Finally, surgeons’ evolving role in combating this outbreak adds an additional layer of strain, emphasizing the importance of mental health in reducing physician burnout.

Patient Care

International and governmental recommendations have curbed nonemergent surgery in order to optimize delivering care to COVID-19 patients.[16,17] This has a significant impact on surgeons’ ability to meet their patients’ needs. We found that 81% of surgeons are no longer performing elective surgery, yet the majority (87%) are performing emergency/essential surgery. Thus, surgeons, although greatly affected, are adhering to national and international recommendations to limit nonessential surgery while addressing critical surgical issues. The current pause on elective surgery has brought much consideration of time frames upon which surgeons can safely resume elective surgeries. Our findings indicate that the majority of respondents (49%) have yet to receive a time frame for resuming elective cases. Returning to normal is a crucial issue because economic concerns were the second greatest stressor, and more than 67% of respondents reported decreased income during the pandemic. One significant challenge facing surgeons is COVID-19 patients requiring surgery and how to manage this population. Such challenging issues complicate the care of these patients. When asked about performing surgery on COVID-19 patients, 70% of respondents recommended against surgery at this time. However, in the setting of urgent and emergency surgery, the decision to perform surgery has life or death implications even without the COVID-19 threat. Additionally, surgeons must consider resource allocation in light of ventilator shortages when deciding to proceed with surgery. Although operating room ventilators are not equivalent to intensive care unit ventilators, in the setting of severe shortages, physician leaders must account for all possible resources and implement uses of best practice to serve the greater good. Interestingly, 59% of surgeons felt that their hospitals did not have enough ventilators, which illustrates the difficult decision of ventilator allocation and best practice. Surgeons are in a unique position as the demands of COVID-19 patients require thoughtful consideration of the risks and benefits of these complexities. Beyond recommendations against surgery, 44% of surgeons stated donning additional PPE during the surgery of COVID-19 patients. The allocation and utilization of PPE has become a controversial issue among leadership because shortages take on a seemingly linear relationship to rates of disease.[18,19] Half of the surgeons felt that their hospitals provide adequate PPE for frontline workers, whereas the remainder stated inadequate PPE resources. Regional analysis revealed that only 27% of surgeons in Africa felt that they have adequate PPE, followed by Latin America (35%), the Middle East (36%), and Australia (38%). Of the forms of PPE provided, the following were the most common: surgical masks (88%), gowns (59%), N-95 masks (54%), and face shields (50%). Regional analysis demonstrated that North America (84%) and Australia (75%) have the greatest access to N95 masks, whereas the Middle East (33%) and Africa (23%) have the least access. Guidelines have standardized infectious disease prevention, and surgeons appear to be adherent.[20] Although hospitals and governments look to optimize use and manufacturing of PPE, there clearly remain concerns across the world.[6,21]

Government, Media, and Future Guidelines

We found that 68% of our respondents have mandates from regional governments for citizens to self-isolate at home. Opinions of individual government responses to COVID-19 have varied. Our cohort’s perception of how their governments have been handling the pandemic was mixed, although 59% stated that the response has been acceptable and appropriate; 28% felt that their government had taken some action (but not enough), 11% found their government’s reaction to be disorganized, and the remaining 3% thought the actions were excessive and unnecessary. Perceptions of governments’ responses reveal that only 18% of respondents attributed government/leadership as a major stressor during this time point of the outbreak. The effectiveness of governmental policies may require eventual post hoc commissions. One component that continues to influence current perception of policies is media coverage, which only 48% felt has been accurate; 36% felt that coverage has been excessive and overblown. Although subjective, this information offers insight into how citizens and news outlets are responding and portraying current policies. Our data imply that the majority feel that their governments are taking appropriate action. Minimizing mortality remains the highest priority, even at the cost of societal dynamics and economic consequences. Based on our survey, only 60% of respondents noted that guidelines exist to manage such outbreaks in their hospitals/medical centers; however, 95% declared that formal guidelines are needed to address crises for their profession. This desire for widespread guidelines for outbreaks is widely shared across the globe and has been a focus for organizations in all regions.[2,22-24] Finally, the use of online technology will be paramount from an academic and patient care standpoint. International collaboration with research and development of these platforms will be critical to adapt to widespread public health changes.

Limitations

As with many survey-based studies, there are limitations to this study. The survey distribution was limited to the current AO Spine surgeon members’ network. The survey was sent out to 3805 spine surgeons worldwide; however, only 902 surgeons responded (23.7%). Perhaps a higher response rate would have been achieved with longer survey duration. Although the response rate may appear low, perhaps we have captured respondents who take special interest in this topic. As such, there may be questionable generalizability in regions in which there were few or no respondents. Potential selection bias may represent a unique makeup of those opting to receive the survey as opposed to those who did not. Previous studies have described that a low response rate does not necessarily mean that the study results have low validity, but rather a greater risk of this.[25,26] So response rates can be informative but independently should not be considered a good proxy for study validity. Another limitation was response completion. The 73-item survey may have created some fatigue; thus, not all parameters were addressed by all respondents. Given the length limit of surveys in general, we were not able to capture all the possible domains related to COVID-19. However, given the variety of regional responses and COVID-19 outbreak severity, we sought to capture the majority of global regions. Despite these limitations, this remains the largest international survey to assess multiple domains of impact the COVID-19 pandemic has had among health care professions, in this case surgeons. This global sample size forms a snapshot of the current situation and provides us with foundational information that can be revisited with future studies to assess longitudinal effects.

Conclusion

This is the first international survey to assess COVID-19 impact among surgeons. Up to 16% of all surgeons who tested for COVID-19 were found to be positive. Specific geographical variations as well as similarities between surgeons were also noted. We plan to further explore these preliminary findings through more analytical approaches to understand some of the subdomains represented in this survey. Additionally, we plan to distribute a follow-up survey at 6 and 12 months to assess the longer-term impact and perform predictive modeling. In closing, findings from our study have noted that COVID-19 has had a substantial impact on surgeons. Therefore, specific attention to the needs and challenges of such a population is needed in the age of the current crisis and in any future public health crises.
  18 in total

Review 1.  Prevalence of Burnout Among Physicians: A Systematic Review.

Authors:  Lisa S Rotenstein; Matthew Torre; Marco A Ramos; Rachael C Rosales; Constance Guille; Srijan Sen; Douglas A Mata
Journal:  JAMA       Date:  2018-09-18       Impact factor: 56.272

2.  [Mental health survey of medical staff in a tertiary infectious disease hospital for COVID-19].

Authors:  J Z Huang; M F Han; T D Luo; A K Ren; X P Zhou
Journal:  Zhonghua Lao Dong Wei Sheng Zhi Ye Bing Za Zhi       Date:  2020-03-20

3.  Critical Supply Shortages - The Need for Ventilators and Personal Protective Equipment during the Covid-19 Pandemic.

Authors:  Megan L Ranney; Valerie Griffeth; Ashish K Jha
Journal:  N Engl J Med       Date:  2020-03-25       Impact factor: 91.245

4.  Sourcing Personal Protective Equipment During the COVID-19 Pandemic.

Authors:  Edward Livingston; Angel Desai; Michael Berkwits
Journal:  JAMA       Date:  2020-05-19       Impact factor: 56.272

5.  Consensus guidelines for managing the airway in patients with COVID-19: Guidelines from the Difficult Airway Society, the Association of Anaesthetists the Intensive Care Society, the Faculty of Intensive Care Medicine and the Royal College of Anaesthetists.

Authors:  T M Cook; K El-Boghdadly; B McGuire; A F McNarry; A Patel; A Higgs
Journal:  Anaesthesia       Date:  2020-04-01       Impact factor: 6.955

6.  Novel Coronavirus and Orthopaedic Surgery: Early Experiences from Singapore.

Authors:  Zhen Chang Liang; Wilson Wang; Diarmuid Murphy; James Hoi Po Hui
Journal:  J Bone Joint Surg Am       Date:  2020-05-06       Impact factor: 5.284

7.  Rational use of face masks in the COVID-19 pandemic.

Authors:  Shuo Feng; Chen Shen; Nan Xia; Wei Song; Mengzhen Fan; Benjamin J Cowling
Journal:  Lancet Respir Med       Date:  2020-03-20       Impact factor: 30.700

8.  Surviving Sepsis Campaign: Guidelines on the Management of Critically Ill Adults with Coronavirus Disease 2019 (COVID-19).

Authors:  Waleed Alhazzani; Morten Hylander Møller; Yaseen M Arabi; Mark Loeb; Michelle Ng Gong; Eddy Fan; Simon Oczkowski; Mitchell M Levy; Lennie Derde; Amy Dzierba; Bin Du; Michael Aboodi; Hannah Wunsch; Maurizio Cecconi; Younsuck Koh; Daniel S Chertow; Kathryn Maitland; Fayez Alshamsi; Emilie Belley-Cote; Massimiliano Greco; Matthew Laundy; Jill S Morgan; Jozef Kesecioglu; Allison McGeer; Leonard Mermel; Manoj J Mammen; Paul E Alexander; Amy Arrington; John E Centofanti; Giuseppe Citerio; Bandar Baw; Ziad A Memish; Naomi Hammond; Frederick G Hayden; Laura Evans; Andrew Rhodes
Journal:  Crit Care Med       Date:  2020-06       Impact factor: 7.598

9.  Cancer guidelines during the COVID-19 pandemic.

Authors:  Talha Khan Burki
Journal:  Lancet Oncol       Date:  2020-04-02       Impact factor: 41.316

10.  Characteristics of and Important Lessons From the Coronavirus Disease 2019 (COVID-19) Outbreak in China: Summary of a Report of 72 314 Cases From the Chinese Center for Disease Control and Prevention.

Authors:  Zunyou Wu; Jennifer M McGoogan
Journal:  JAMA       Date:  2020-04-07       Impact factor: 56.272

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  22 in total

1.  COVID-19: Current and future challenges in spine care and education - a worldwide study.

Authors:  Michael T Nolte; Garrett K Harada; Philip K Louie; Michael H McCarthy; Arash J Sayari; G Michael Mallow; Zakariah Siyaji; Niccole Germscheid; Jason Py Cheung; Marko H Neva; Mohammad El-Sharkawi; Marcelo Valacco; Daniel M Sciubba; Norman B Chutkan; Howard S An; Dino Samartzis
Journal:  JOR Spine       Date:  2020-08-28

2.  Provider confidence in the telemedicine spine evaluation: results from a global study.

Authors:  Francis Lovecchio; Grant J Riew; Dino Samartzis; Philip K Louie; Niccole Germscheid; Howard S An; Jason Pui Yin Cheung; Norman Chutkan; Gary Michael Mallow; Marko H Neva; Frank M Phillips; Daniel M Sciubba; Mohammad El-Sharkawi; Marcelo Valacco; Michael H McCarthy; Melvin C Makhni; Sravisht Iyer
Journal:  Eur Spine J       Date:  2020-11-22       Impact factor: 3.134

3.  Response to Surgical Triage in an Evolving Pandemic Based on Disease Classification and Predictive Modeling.

Authors:  Peter Lewkonia
Journal:  World Neurosurg       Date:  2020-08-14       Impact factor: 2.104

Review 4.  Experiences and management of physician psychological symptoms during infectious disease outbreaks: a rapid review.

Authors:  Kirsten M Fiest; Jeanna Parsons Leigh; Karla D Krewulak; Kara M Plotnikoff; Laryssa G Kemp; Joshua Ng-Kamstra; Henry T Stelfox
Journal:  BMC Psychiatry       Date:  2021-02-10       Impact factor: 3.630

5.  Spine surgeon perceptions of the challenges and benefits of telemedicine: an international study.

Authors:  Grant J Riew; Francis Lovecchio; Dino Samartzis; David N Bernstein; Ellen Y Underwood; Philip K Louie; Niccole Germscheid; Howard S An; Jason Pui Yin Cheung; Norman Chutkan; Gary Michael Mallow; Marko H Neva; Frank M Phillips; Daniel M Sciubba; Mohammad El-Sharkawi; Marcelo Valacco; Michael H McCarthy; Sravisht Iyer; Melvin C Makhni
Journal:  Eur Spine J       Date:  2021-01-16       Impact factor: 3.134

6.  COVID-19 and the rise of virtual medicine in spine surgery: a worldwide study.

Authors:  Peter R Swiatek; Joseph A Weiner; Daniel J Johnson; Philip K Louie; Michael H McCarthy; Garrett K Harada; Niccole Germscheid; Jason P Y Cheung; Marko H Neva; Mohammad El-Sharkawi; Marcelo Valacco; Daniel M Sciubba; Norman B Chutkan; Howard S An; Dino Samartzis
Journal:  Eur Spine J       Date:  2021-01-16       Impact factor: 2.721

7.  Learning from the past: did experience with previous epidemics help mitigate the impact of COVID-19 among spine surgeons worldwide?

Authors:  Joseph A Weiner; Peter R Swiatek; Daniel J Johnson; Philip K Louie; Garrett K Harada; Michael H McCarthy; Niccole Germscheid; Jason P Y Cheung; Marko H Neva; Mohammad El-Sharkawi; Marcelo Valacco; Daniel M Sciubba; Norman B Chutken; Howard S An; Dino Samartzis
Journal:  Eur Spine J       Date:  2020-06-04       Impact factor: 2.721

8.  Impacts of the Coronavirus Disease 2019 (COVID-19) pandemic on healthcare workers: A nationwide survey of United States radiologists.

Authors:  Natalie L Demirjian; Brandon K K Fields; Catherine Song; Sravanthi Reddy; Bhushan Desai; Steven Y Cen; Sana Salehi; Ali Gholamrezanezhad
Journal:  Clin Imaging       Date:  2020-08-29       Impact factor: 1.605

Review 9.  Socioeconomic Impact of COVID-19 on Spinal Instrumentation Companies in the Era of Decreased Elective Surgery.

Authors:  Brian Fiani; Ryne Jenkins; Imran Siddiqi; Asif Khan; Ashley Taylor
Journal:  Cureus       Date:  2020-08-16

10.  The mental health impact of the covid-19 pandemic on healthcare workers, and interventions to help them: A rapid systematic review.

Authors:  Ashley Elizabeth Muller; Elisabet Vivianne Hafstad; Jan Peter William Himmels; Geir Smedslund; Signe Flottorp; Synne Øien Stensland; Stijn Stroobants; Stijn Van de Velde; Gunn Elisabeth Vist
Journal:  Psychiatry Res       Date:  2020-09-01       Impact factor: 11.225

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