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Record W4367857286 · doi:10.1016/j.jisako.2023.04.005

From big hands to green fingers: it is time for a change

2023· editorial· en· W4367857286 on OpenAlexaboutno aff
Pim W. van Egmond, Rutger Meester, C. N. van Dijk

Bibliographic record

VenueJournal of ISAKOS Joint Disorders & Orthopaedic Sports Medicine · 2023
Typeeditorial
Languageen
FieldEnvironmental Science
TopicClimate Change and Health Impacts
Canadian institutionsnot available
Fundersnot available
KeywordsClimate changeGreenhouse gasHealth careHarmPublic healthDispose patternGlobal warmingBusinessNatural resource economicsEnvironmental scienceMedicinePolitical scienceEngineeringEconomic growthEconomicsWaste managementEcology

Abstract

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View Large Image Figure ViewerDownload (PPT)View Large Image Figure ViewerDownload (PPT)It has been generally accepted that—apart from a possible natural shift through variations in the solar cycle—human activities are the main driver of climate change. CO2 and other greenhouse gas (GHG) emissions are by far the largest contributor to global climate change. Health care is a surprisingly large source of these GHG, accounting for some 5% of global CO2 emissions. In the USA, it is even 10% [[1]Choi-Schagrin W. How hospitals fuel climate change.https://www.nytimes.com/interactive/2021/11/05/climate/climate-change-health.htmlGoogle Scholar]. An estimated 70% comes from the supply chain and the energy to manufacture, ship and dispose medical equipment, plastic packaging and pharmaceuticals used by our hospitals every day [[1]Choi-Schagrin W. How hospitals fuel climate change.https://www.nytimes.com/interactive/2021/11/05/climate/climate-change-health.htmlGoogle Scholar]. It has been estimated that each year in the USA, health damage from these pollutants produced by the health care system is estimated at 4,70,000 years of life lost from pollution-related disease [[2]Eckelman M.J. Sherman J. Environmental impacts of the U.S. health care system and effects on public health.PLOS ONE. 2016; 11e0157014https://doi.org/10.1371/JOURNAL.PONE.0157014Crossref Google Scholar]. A fundamental credo of health care practice is ‘first do no harm’, but ironically, our practice itself causes significant pollution and consequently indirect adverse effects on public health. Aside from this tremendous emissions footprint, health care is also one of the largest waste-producing sectors. Generating over four billion pounds of waste each year, the health care system in the USA is the second largest contributor of trash with one-third produced by operating rooms [[3]Wormer B.A. Augenstein V.A. Carpenter C.L. Burton P.V. Yokeley W.T. Prabhu A.S. et al.The green operating room: simple changes to reduce cost and our carbon footprint.Am Surg. 2013; 79 (23815997): 666-671Crossref PubMed Google Scholar]. The Dutch artist, Maria Koijck displayed the amount of waste created for one procedure: her own procedure of breast reconstruction after breast cancer. The image of herself between this waste is truly powerful (Fig. 1). The video she created of the making of this picture is gripping and went instantly viral in 2021: https://www.youtube.com/watch?v=w28M7wjIr6E. Orthopaedic surgeons have a particularly resource-intensive field. We require the strictest ‘energy-intensive’ operating theatre ventilation standards and have an intrinsic anxiety for everything that could contaminate our workspace. This results in extra surgical drapes, antibiotics, rinsing, disinfectants and whatever else we have protocolised. And think of all the single-use items, plastic wrappers, gowns, drapes and covers that we use. A hip arthroscopy for femoroacetabular impingement produces an average of 9.4 ​kg of waste [[4]de Sa D. Stephens K. Kuang M. Simunovic N. Karlsson J. Ayeni O.R. The direct environmental impact of hip arthroscopy for femoroacetabular impingement: a surgical waste audit of five cases.J Hip Preservation Surg. 2016; 3: 132-137https://doi.org/10.1093/jhps/hnv085Crossref Google Scholar]. A standard primary total knee replacement (TKR) generates approximately 14 ​kg of waste [[5]Stall N.M. Kagoma Y.K. Bondy J.N. Naudie D. Surgical waste audit of 5 total knee arthroplasties.Can J Surg. 2013; 56: 97-102https://doi.org/10.1503/cjs.015711Crossref PubMed Scopus (49) Google Scholar]. Many of our products are disposable. Some of them have dramatically improved the quality of care. We cannot imagine having to use reusable gauzes, needles or gloves. However, there are surely more environmentally friendly alternatives for some products, such as gowns, drapes, single-use instruments or even complete disposable instrument sets. Mahatma Gandhi once said, ‘If you want to change the world start with yourself’. This certainly applies to climate change. On a global scale, we rely on international initiatives such as the Paris Agreement, phasing out fossil energy. On a national scale, we rely on our governments to push for progress in renewable energy sources, reduce GHG emissions, take initiatives toward greener transportation, encourage good insulation of buildings, etc. Many hospitals already take initiatives to reduce waste and reduce CO2 emissions. But all of us have the authority to bring forth positive changes as of tomorrow. We all can take our energy, effort and practices to the ‘operating’ table. ‘Twenty-five years ago people could be excused for not knowing much, or doing much, about climate change. Today we have no excuse’. (Desmond Tutu) [[6]Tutu D. We need an apartheid-style boycott to save the planet.The Guardian. 2014; April 10; https://www.theguardian.com/commentisfree/2014/apr/10/divest-fossil-fuels-climate-change-keystone-xlGoogle Scholar]. Many hospitals already have installed ‘an OR green team’. If your hospital does not have one, then we would encourage you to take the initiative to do so. There are several practical examples you can incorporate to make your next procedure greener and the planet more sustainable. A recent systematic review [[7]Pradere B. Mallet R. de La Taille A. Bladou F. Prunet D. Beurrier S. et al.Sustainability Task Force of the French Association of Urology.Eur Urol. 2023 Apr; 83 (Epub 2022 Feb 10): 331-342https://doi.org/10.1016/j.eururo.2022.01.027Abstract Full Text Full Text PDF Scopus (9) Google Scholar] identified five simple actions. Refuse, Reduce, Reuse, Repurpose and Recycle are the 5R's of waste management. If we apply these 5R's to a standard arthroscopy procedure, the following recommendations can be made. Refuse to use disposable (single-use) instruments. Reduce the instruments on your standard trays (only use what is necessary), switch to Reusable gowns, drapes and cotton OR towels. New ‘closed waste management systems’ collect and dispose surgical waste fluid, making the plastic containers unnecessary. Repurpose is also referred to as upcycling; try to think of different uses for the product you are discarding. And lastly, Recycle, which goes hand in hand with maximising waste segregation. ‘Overage’ is the term used for items opened and/or prepared for an operation but not used. Attempts to reduce overage have been made in routine hand surgery with the development of minimal packs of key surgical instruments. This resulted in a 55% reduction in instrument costs and a 13% reduction in waste [[8]Thiel C.L. Carvalho R.F. Hess L. Tighe J. Laurence V. Bilec M.M. et al.Minimal custom pack design and wide-awake hand surgery: reducing waste and spending in the orthopedic operating room.Hand. 2019; 14: 271-276https://doi.org/10.1177/1558944717743595Crossref PubMed Scopus (35) Google Scholar]. It seems this approach can be easily copied for most other orthopaedic procedures. Waste destruction processes generate high GHG emissions. In the OR, there are two types of waste: regulated medical waste (RMW) and domestic waste. RMW is health care-related waste with the potential to spread diseases through blood or other types of contamination. RMW disposal is highly regulated, requires more energy, and is more costly. Educating health care workers in proper segregation increases the weight of recyclable materials and decreases the weight of RMW. Segregation bins on the OR together with education and, ideally, a colour labelling of products will help to improve waste segregation [[9]Giakoumakis G. Politi D. Sidiras D. Medical waste treatment technologies for energy, fuels, and materials production: a review.Energies. 2021; 14: 8065https://doi.org/10.3390/en14238065Crossref Scopus (11) Google Scholar]. Refuse to use single-use instruments and ask for proper alternatives. Redesign the procedure trays to include only the instruments necessary to perform a safe procedure including emergencies. Perhaps, developing an ‘escape set’ to be opened for procedures that are more challenging. Single-use polypropylene packaging (blue wrap) for sterilisation of surgical instruments generates serious plastic waste, estimated at 115 million Kg per year in the USA alone. Rigid sterilisation containers (RSCs) are a proven and tested alternative. In general, these types of containers have 85% less environmental impact in carbon footprint [[10]Friedericy H.J. van Egmond C.W. Vogtländer J.G. van der Eijk A.C. Jansen F.W. Reducing the environmental impact of sterilization packaging for surgical instruments in the operating room: a comparative life cycle assessment of disposable versus reusable systems.Sustainability. 2022; 14: 430https://doi.org/10.3390/su14010430Crossref Scopus (5) Google Scholar]. Talk with your anaesthesiologist. Preferably and if possible use locoregional or spinal anaesthesia. Anaesthetic gases have a strong greenhouse effect. If general anaesthesia is necessary, use intravenous medication. When anaesthetic gas has to be used, avoid desflurane, isoflurane and nitric oxygen, as well as use sevoflurane instead. From all anaesthetic gases, sevoflurane has the smallest cradle-to-grave footprint [[11]Alexander R. Poznikoff B.A. Malherbe B.S. Greenhouse gases: the choice of volatile anesthetic does matter.Canadian J Anesthesia/J Canadien d’anesthésie. 2018; 65: 221-222https://doi.org/10.1007/s12630-017-1006-xCrossref PubMed Scopus (22) Google Scholar]. Other tips from anaesthesiologists are pausing gas flow during intubation and using low-flow anaesthesia (<1 ​L/min) and low-fresh gas flow of sevoflurane induction in children [[12]Singh A. Sinha R. Aravindan A. Kumar K.R. Datta P.K. Comparison of low-fresh gas flow technique to standard technique of sevoflurane induction in children-A randomized controlled trial.Paediatr Anaesth. 2019; 29: 304-309https://doi.org/10.1111/PAN.13582Crossref Google Scholar]. Explore the option and if possible reduce airflow rates overnight and in the weekends. Heating, ventilation and air conditioning (HVAC) thermal energy systems comprise 90–99% of overall energy use in the OR [[13]MacNeill A.J. Lillywhite R. Brown C.J. The impact of surgery on global climate: a carbon footprinting study of operating theatres in three health systems.Lancet Planet Health. 2017; 1: e360-e367https://doi.org/10.1016/S2542-5196(17)30162-6Abstract Full Text Full Text PDF Scopus (188) Google Scholar]. Reduce the total of stand-by operation theatres for emergencies to the safest minimum. Ask your hospital technician what the airflow start-up time of the theatre is. It is probably shorter than the delay between the request for an emergency theatre and the patient arriving in the OR. The gold standard is the use of laminar flow for arthroplasty surgery. Although this has been questioned recently in a NICE review, drawing no firm conclusion on the use of ultra-clean air (laminar flow) from the available evidence [[14]National Guideline Center (UK)Evidence review for ultra-clean air: joint replacement (primary): hip, knee and shoulder: evidence review I. National Institute for Health and Care Excellence (NICE), London2020: 157https://www.ncbi.nlm.nih.gov/books/NBK561386/Google Scholar]. Still, very few arthroplasty surgeons would be willing to operate in a non-laminar flow theatre, as guidelines do still advice to use them. However, almost all other orthopaedic surgeries can definitely be safely performed without. This certainly applies to arthroscopic surgery. ‘The solution to pollution is dilution’. Use LED lights and motion sensors and turn off (medical) devices at the end of the day. It is a persistent myth that computers use more energy to restart than just remain in sleep mode. Turning off the computers, lights and other devices at the end of the day saves energy. These are just a few examples and fortunately there are many more. Some you can implement yourself and straight away and for others such as reusable gowns and drapes you need to involve the hospital management. But remember that you are the captain on the ship. You have the authority to do it and for an excellent reason. Have a firm discussion with your anaesthesiologist tomorrow. Ultimately, the greenest procedure is the unnecessary procedure that is not performed. It has been estimated that 30% of surgical interventions are unnecessary [[15]https://docplayer.nl/13883497-Naar-effectieve-passende-en-betaalbare-zorg.html.Google Scholar]. Think about it when you are considering to schedule your future patients for surgery [[16]Van Dijk C.N. Minimalism and the art of medicine.J ISAKOS. 2017; 2: 121-122https://doi.org/10.1136/jisakos-2017-000148Abstract Full Text Full Text PDF Google Scholar]. In 2022, the first ‘net zero’ operation was performed at the Solihull Hospital in the UK. To do so, the entire team made adjustment to their standard practice (many of which we have mentioned above), and at the end of the operation, the carbon output was reduced by almost 80%. To be truly ‘net zero’, the remaining output was offset through a variety of carbon compensation projects, including the planting of some trees on the hospital grounds. Remembering the words of Gathorne Robert Girdlestone: ‘the bone is a plant with its roots in the soft tissue and what it requires for its welfare are the skills of a gardener rather than those of a cabinet maker.’ Now is the time to show orthopaedic surgeons not only have strong hands but green fingers too! [[17]Subramanian P. Kantharuban S. Subramanian V. Willis-Owen S.A.G. Willis-Owen C.A. Orthopaedic surgeons: as strong as an ox and almost twice as clever? Multicentre prospective comparative study.BMJ. 2011; 343: d7506https://doi.org/10.1126/bmj.d7506Crossref PubMed Scopus (0) Google Scholar]. The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.003
metaresearch head score (Gemma)0.003
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Editorial · Consensus signal: Editorial
Teacher disagreement score0.108
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.003
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0020.001
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0080.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.054
GPT teacher head0.326
Teacher spread0.272 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

Study designNot applicable
Domainnot available
GenreEditorial

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

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Citations6
Published2023
Admission routes1
Has abstractyes

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