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Aesthetic Surgery Journal. Open Forum logoLink to Aesthetic Surgery Journal. Open Forum
. 2022 Apr 11;4:ojac023. doi: 10.1093/asjof/ojac023

A Core Curriculum for Postgraduate Program in Nonsurgical Aesthetics: A Cross-sectional Delphi Study

Narendra Kumar 1,, Ali Davod Parsa 2, Eqram Rahman 3
PMCID: PMC9154017  PMID: 35662906

Abstract

Background

The desire for portraying a young and beautiful face and body is driving people to seek aesthetic treatment and accelerating the exponential growth of nonsurgical aesthetic (NSA) procedures. Unfortunately, despite impressive advances, NSA is yet to have a formal clinical education program.

Objectives

This study aimed to identify the content and structure of an evidence-based postgraduate curriculum in NSA.

Methods

The Delphi questionnaire was developed after a comprehensive literature review and a focus group discussion. The questionnaire was emailed to 40 experts and 20 trainee physicians worldwide through the online survey platform and was asked to assign a rating on a 4-point Likert scale. A “1” represents a strong disagreement about integrating a topic in the NSA curriculum, and a “4” indicates a firm agreement. A pre-fixed percentage agreement of 80% and Cronbach’s α = 0.90 was established to represent a consensus for the current study.

Results

The response rate for the Delphi study was 90.0%, 88.8%, and 90% in the first, second, and third rounds, respectively. The experts and trainee physicians agreed with all the proposed topics (≥80%) and considered them critical for the proposed NSA curriculum. The mean score for each was ≥ 3, and Cronbach’s α value for the Delphi was 0.94, confirming internal consistency and reliability.

Conclusions

The consensus demonstrates significant advances toward developing an evidence-based curriculum for a postgraduate program in NSA, which is essential to support the growing demand for trained aesthetic physicians.


The urge for portraying a young, beautiful face and body is driving people to aesthetic clinics and fueling the exponential growth of nonsurgical aesthetic (NSA) procedures globally. According to a 2020 survey by the International Society of Aesthetic Plastic Surgeons (ISAPS), NSA procedures grew by 5.7% in 2020, totaling 14.4 million procedures worldwide despite the global pandemic.1 The increasing affluence and changing attitude toward life and living in society are driving such phenomenal growth and consequently accelerating the demand for qualified physicians with NSA expertise. This rapid growth in aesthetic procedures warrants comprehensive training and education for residents in order to ensure quality care and maintenance of patient safety standards.2 Unfortunately, the NSA lacks a formal clinical education program despite impressive growth. Therefore, it is crucial to recognize and address the gaps in training and education to optimize patient outcomes.3 A global-needs assessment survey of aesthetic physicians has established the need for a standardized curriculum for education and training in NSA procedures. To promote safe and optimal clinical outcomes, the authors recommended urgent attention from the policymakers and academic institutions for designing a bespoke clinical training course in NSA to train future physicians.4,5

There are several steps involved in curriculum design and development. The critical step in designing and developing any authentic evidence-based curriculum is assessing the need by identifying the gap between current and desired clinical practice and determining the new curriculum topics. Subsequently, content mapping is essential to align with the learning outcomes, appropriate teaching and learning methods, and assessment strategies.

The curriculum must be comprehensive to address the need of patients and practitioners. It is essential to develop a curriculum that ensures patients’ safety, patient care, professionalism, and procedural skills without compromising trainees’ learning experience.3,6 Traditionally, postgraduate medical education and training curriculum is designed and developed by program leads and validated by experts from the same institution.7,8 Trainee physicians are critical stakeholders and are often ignored in the curriculum development process. However, it is recommended to consult stakeholders such as educationalists, trainees, non-expert members of the society, and other support functions, thereby assuring the development of an equitable, versatile curriculum and following the patients’ current needs with the ability to evolve to accommodate future needs of the patients. Additionally, a curriculum must facilitate excellence by providing enough opportunity for continuous assessment and trainers’ feedback to trainees. Therefore, the current study uses a modified Delphi technique to identify the content and structure of an evidence-based postgraduate NSA curriculum.

METHODS

Study Design

This study uses a cross-sectional survey design. Therefore, it is vital to consult a group of recognized subject matter experts and trainee physicians to gather their opinions and develop a consensus among stakeholders, such as program directors, educators, and trainee physicians. Hence, a modified Delphi technique was used for consensus building among global experts who actively deliver training and education for NSA procedures.

Expert Panel

The authors constituted a globally recognized expert panel to participate in the consensus-building process. Participation in the study was optional; however, it has been demonstrated that the physicians who volunteer to serve on expert panels are often reflective of their peers.9 All the invited experts had over 20 years of experience in NSA practice, training, and education and are also active members of aesthetic plastic surgery, dermatological, and aesthetic medicine societies such as the American Society of Aesthetic Plastic Surgery (ASAPS), American Academy of Dermatology (AAD), American Society of Dermatological Surgery (ASDS), Australian Society of Aesthetic Plastic Surgery (ASAPS), Australian Society of Cosmetic Dermatology (ASCD), British Association of Aesthetic Plastic Surgeons (BAAPS), Indian Association of Aesthetic Plastic Surgeons (IAAPS), Brazilian Society of Dermatology, Chinese Association of Plastics and Aesthetics, Indian Association of Dermatologists, Venereologists and Leprologists (IADVL), and several regional scientific forums (Table 1). Moreover, the selection was further reinforced by their ongoing contribution to academics, clinical research, and lectures at key scientific congresses. Furthermore, the authors invited a group of trainee physicians (≤3 years of experience in NSA) to participate in the focus group discussions (FGDs) along with experts and in the final round of the Delphi process.

Table 1.

Geographical Distribution of Expert Panel

Country Speciality Invitation sent Response received
Argentina Plastic surgeon 1 1
Australia Plastic surgeon 2 1
Dermatologist 1 1
Belgium Dermatologist 2 1
Brazil Dermatologist 2 2
Plastic surgeon 1 1
Canada Plastic surgeon 1 1
Oculoplastic surgeon 1 1
Colombia Facial plastic surgeon 1 1
Germany Dermatologist 2 2
China Plastic surgeon 3 2
France Plastic surgeon 2 2
Japan Plastic surgeon 1 1
Italy Maxillofacial surgeon 1 1
India Plastic surgeon 2 1
Dermatologist 2 2
Malaysia Plastic surgeon 1 1
Poland Dermatologist 1 1
Russia Dermatologist 2 2
Singapore Plastic surgeon 1 1
Switzerland Aesthetic physician 1 1
Saudi Arabia Plastic surgeon 2 2
South Africa Dermatologist 2 1
United Arab Emirates Dermatologist 2 2
United Kingdom Aesthetic physician 2 2
United States Dermatologist 1 1
Plastic surgeon 1 1

Questionnaire Development

After a comprehensive literature review, the questionnaire development process was initiated by organizing 2 facilitated FGDs with NSA experts (n = 6) and trainee physicians (n = 6). First, the focus groups identified critical themes for inclusion in a future NSA curriculum. Next, the FGD had an in-depth discussion of the themes and grouped them under appropriate headings such as Basic Science, Clinical Science, Professionalism, Ethics, Regulations, Research, and Critical Thinking, encompassing the broad learning objectives for developing knowledge and skills, and attitude. After the FGD, the author (N.K.) asked each participant to suggest any other topic for inclusion in the master list. It is essential to respect the views of each member of the FGD and, subsequently, prepare an exhaustive list of topics for the Delphi round.

Subsequently, a survey questionnaire was developed based on the themes and topics generated during FGD (Supplemental Material). The questionnaire was sent through an e-mail to 40 experts and 20 trainee physicians across the globe using an online survey platform www.surveymonkey.net (Palo Alto, CA) between January 2020 and May 2020. A reminder was sent to all who did not respond after 45 days. The expert members were asked to attribute a rating to each employing a 4-point Likert scale, where “1” represents strongly disagree with the integration of the topic in the NSA curriculum and “4” represents strongly agree. Experts were requested to provide suggestions in the comment box which can be included in the subsequent round.

Determination of Consensus

There is no definite rule regarding the number of cycles for questionnaire administration. However, the process stops once the desired agreement between the experts is reached. Besides, there is no definite recommendation for delineating the agreement during the modified Delphi process. A pre-fixed percentage agreement of 80% and Cronbach’s α = 0.90 were established to represent a consensus for the present study.10,11

Data Collection and Analysis

Delphi Round 1

Following the questionnaire development, an e-mail invitation was sent to the panel members requesting them to rate the appropriate topics for inclusion in the NSA core curriculum. Experts were also asked to suggest any other topic that they felt relevant and should be included in subsequent rounds.

Delphi Round 2

Scores from the first round were analyzed, and items that ≥80% of experts rated as essential were suitable to be included in the NSA curriculum. Subsequently, the survey questionnaire was modified, and items with substantial consensus were removed to reduce the number of questions. This exercise reduces the “participants” fatigue’ and increases the response rate.12 Finally, the experts were requested to review their decision or explain the rationale for the difference of opinion. Round 2 offers the experts another chance for rethinking and modifying their opinion.

Delphi Round 3

After analyzing the consensus scores from the first and second rounds, the final list of the items was presented to trainee physicians for external validation.

Statistical Analysis

IBM SPSS Statistics for Mac, Version 27.0, was used for statistical analysis (IBM Corp. Armonk, NY). Each topic’s relevance was determined by calculating the mean score and percentage agreement between the panel members, and internal reliability was determined by calculating Cronbach’s α.13

RESULTS

In the first Delphi round, the response rate was 90.0% (n = 36), the second round had an overall response rate of 88.8% (n = 32), and finally, the third round’s (trainee physicians) response was 90% (n = 18). The experts’ panel agreed (≥80%) on all the proposed topics and found them essential for the NSA curriculum. The mean score for each topic was ≥3, and Cronbach’s α value was 0.94 for the Delphi, confirming internal consistency and reliability. The external validation demonstrated that experts and trainee physicians are in 100% agreement with the inclusion of the proposed topics in the NSA curriculum. A summary of the final consensus outcome is listed in Tables 2-5.

Table 2.

Core Curriculum for Nonsurgical Aesthetics—Basic Science

Basic science
Sl. No. Topics Mean score % Agreement Consensus
A01 Anatomy, physiology, and aging of the skin and soft tissue
Skin microbiology and its importance to asepsis in nonsurgical procedures 3.64 100% Yes
Relevant dermatological conditions/diseases such as acne, melasma, rosacea, herpes, dyschromia 3.41 100% Yes
Anatomy and physiology of hair 3.35 100% Yes
Prevention and treatment options for common skin conditions 3.52 100% Yes
A02 Clinical anatomy of the face and other areas of aesthetic interest
Topographical features and aesthetic zones 3.11 100% Yes
Musculoskeletal anatomy 3.17 100% Yes
Neurovascular anatomy 3.11 100% Yes
Fat morphology 3.11 100% Yes
Recognition of the danger zones and related risk areas 3.11 100% Yes
A03 Pathophysiology of aging
Biology of aging and its impact on the progression, prognosis, and prevention 3.21 100% Yes
The dynamics of the aging process 3.21 100% Yes
Effect of personal, interpersonal, and societal factors on aging 3.31 100% Yes
Ethnic differences in aging 3.09 100% Yes
A04 Concepts, attitudes, and changing trends of beauty
Neurobiology of aesthetic appreciation 3.12 100% Yes
Appreciation of beauty through art 3.06 87% Yes
Cultural and regional concepts and preferences of beauty 3.12 100% Yes
The motivation for aesthetic procedures 3.12 100% Yes
A05 Pharmacology of botulinum toxin, soft-tissue fillers, and bio stimulators
The science behind the threads 3.18 100% Yes
Overview of pivotal-trial data and real-world evidence 3.12 100% Yes
A06 Principles of energy-based and radiofrequency-based devices
Laser 3.25 100% Yes
Intense pulsed light (IPL) 3.18 100% Yes
The light-emitting diode (LIPLED) 3.06 100% Yes
Other Energy-based treatments such as radiofrequency (RF), skin tightening (monopolar, bipolar, tripolar RF, and HIFU) 3.12 100% Yes
Body contouring devices (cryolipolysis, radiofrequency) 3.18 100% Yes
Overview of pivotal-trial data and real-world evidence 3.12 100% Yes
A07 Chemical peels and dermabrasion 3.18 90% Yes
A08 Micro-needling and scar revisions 3.18 90% Yes
A09 Introduction to cell-based therapy and regenerative aesthetics 3.12 90% Yes
A10 Dermatological formulations for essential skincare, anti-aging, stimulation, and lightening 3.18 93% Yes
A11 Management of high-risk groups such as those with mental health conditions
The psychological condition of dysmorphia 3.06 100% Yes
Condition of monosymptomatic hyper-chondriac psychosis 3.06 100% Yes
Psychosexual impacts of body image disorder 3.06 85% Yes
Appropriate screening tools to recognize risk group 3.18 100% Yes
A12 Empathy in aesthetic practices
Role of empathy in aesthetic practices 3.18 100% Yes
Neurobiology of empathy 3.12 82% Yes
Empathy as practice 3.12 100% Yes

HIFU, high intensity focused ultrasound.

Table 5.

Core Curriculum for Nonsurgical Aesthetics—Research Methods and Critical Thinking

Introduction to research methods and critical thinking
Sl. No. Topics Mean score % Agreement Consensus
D01 An effective literature search in the knowledge domain 3.40 100% Yes
D02 Principles of narrative synthesis, systematic reviews, and meta-analysis 3.28 100% Yes
D03 Ethical issues related to clinical research 3.34 100% Yes
D04 Epidemiological and statistical concepts related to research 3.00 100% Yes
D05 Formulate research questions, hypotheses and generate real-world evidence 3.28 100% Yes
D06 Dissemination of research findings 3.53 100% Yes

Table 3.

Core Curriculum for Nonsurgical Aesthetics—Clinical Science

Clinical science
Sl. No. Topics Mean score % Agreement Consensus
B01 Nonsurgical aesthetics principles including aseptic technique and instrument preparation 3.53 100% Yes
B02 Patient consultation, assessment, and preparation 3.43 100% Yes
B03 Shared decision making
Formulate a management plan for the optimal clinical outcome 3.53 100% Yes
Realistic expectation setting 3.53 100% Yes
Assessments of risks and benefits of the treatment plan 3.46 100% Yes
B04 Informed consent to include alternative therapies in case of an emergency 3.53 100% Yes
B05 Anesthesia and pain control management 3.46 100% Yes
B06 Emergency preparedness 3.53 100% Yes
B07 General theory, diagnosis, management, and prevention of complications 3.59 100% Yes
B08 Nonsurgical aesthetics procedures of the face and neck (knowledge and technical skills)
Application of botulinum toxin 3.40 100% Yes
Application of soft-tissue fillers and bio-stimulatory agents 3.40 100% Yes
Application of laser for skin resurfacing including fractionated CO2, erbium, NdYAG laser (hair removal), energy-based devices for skin-tightening-HIFU, RF skin-tightening, cryolipolysis for the management of sub-mental fat 3.40 100% Yes
Application of platelet-rich plasma therapy 3.40 100% Yes
Use of threads for facial rejuvenation 3.31 92% Yes
Chemical peel for facial rejuvenation 3.31 100% Yes
Micro-needling for refinement of mature scar 3.31 100% Yes
Dermabrasion techniques for aesthetic enhancement 3.31 100% Yes
B09 Nonsurgical aesthetics procedures of the limb and torso (knowledge and technical skills)
Application of soft-tissue fillers and bio-stimulatory agents 3.31 100% Yes
Application of botulinum toxin and other treatment modalities for the management of axillary hyperhidrosis 3.46 100% Yes
Application of laser for skin resurfacing including fractionated CO2, erbium, NdYAG (hair removal) 3.40 100% Yes
Body contouring procedures (cryolipolysis, radiofrequency) 3.40 100% Yes
B10 Nonsurgical aesthetics procedures of the male and female genitalia (knowledge and technical skills)
Anatomy of male and female genitalia 3.40 100% Yes
Nonsurgical vulvovaginal and penile rejuvenation 3.11 82% Yes

HIFU, high intensity focused ultrasound; Nd-YAG, neodymium-doped yttrium aluminum garnet; RF, radiofrequency.

Table 4.

Core Curriculum for Nonsurgical Aesthetics—Professionalism, Regulation, and Compliance

Professionalism, regulations, and compliance
Sl. No. Topics Mean score % Agreement Consensus
C01 Medical records keeping
clinical photography
informed consent and photographic reproduction
3.46 100% Yes
C02 Regulatory issues including local healthcare compliance requirements 3.40 100% Yes
C03 Regulation of cell therapies and advanced therapies medicinal products (ATMP) 3.40 100% Yes
C04 Professional, ethical standards including physician/patient relationship and responsibility 3.46 100% Yes
C05 Practice development
Leadership and team-based practice 3.46 100% Yes
Interpersonal and communication skills 3.40 100% Yes
Organizational management 3.59 100% Yes
Digital marketing (websites, blogs, reviews, search engine optimization) 3.28 100% Yes
Social media and e-mail marketing 3.28 100% Yes
C06 Medical ethics
Respect for patients’ autonomy 3.81 100% Yes
Nonmaleficence 3.68 100% Yes
Principle of beneficence and justice 3.75 100% Yes

DISCUSSION

As far as the authors could ascertain, this is the first evidence-based “Core Curriculum” for NSA based on consensus, independent of what is currently embedded in some of the core specialty training. The modified Delphi technique is a proven methodology and is frequently used in medical education research for competency and curriculum development. It attempts to determine “the extent of agreement (consensus measurement) and to resolve disagreement (consensus development)” in the case of inconclusive or inconsistent data on a specific subject.14 The Delphi approach is formed as an efficient tool to systematically gather the views of experts to reach a consensus on issues without any prejudice. Moreover, using an online questionnaire offers flexibility to approach experts across large geographies, and the encrypted construct offers panel members the chance to express their views relentlessly. Finally, the Cronbach α value of 0.94 implies that the experts’ panel had sufficient members to reach an agreement.

The curriculum is often created in an institutional context by academics who may have some knowledge in the field of study and may not necessarily have sufficient experience in teaching and learning strategies in a clinical setting. The proposed curriculum is based on the FGD with experts and trainee physicians followed by 3 rounds of Delphi, which has provided enough opportunity to survey respondents for thinking and reflecting to make decisions and achieve consensus.

The expert panel suggested including cadaver-based clinical anatomy teaching in the future curriculum. This is supported by the growing body of evidence, indicating that the aesthetic workforce comprises healthcare practitioners with diverse clinical backgrounds with a significant degree of heterogeneity in the intricate facial anatomy knowledge.10,15,16 This not only impacts the pretreatment evaluation but also adds to devastating complications, some of which may result in permanent disability or disfigurement. As a result, it is critical to be trained on potential risks associated with NSA procedures. Furthermore, they also recognized the significance of pretreatment caution, diagnosis, and managing possible adverse effects. The expert panel unanimously suggested including aseptic technique, risk and benefit assessment of the treatments, diagnosis, management, and prevention of any potential complications, as well as proper documentation for subsequent referrals.

The expert panel recommended including all the proposed topics in the Delphi round 1 concerning basic and clinical sciences in the curriculum. In addition to the listed topics, the experts suggested the inclusion of anatomy and physiology of hair in the basic science section, including cell-based therapies (platelet-rich plasma [PRP] and stem cells) and the treatment of axillary hyperhidrosis in the clinical science section. Although the majority (≥80%) of survey participants agreed on the need to include nonsurgical aesthetic procedures of the male and female genitalia; however, the review of evidence on its safety is highly controversial.17-19

Moreover, they also recommended the inclusion of research methods and critical thinking. Evidence-based medicine (EBM) supports the practice of clinical decision making anchored on the best available scientific evidence. Likewise, asking the right clinical questions, ascertaining the evidence, critically appraising and employing it, all are essential skills for future physicians.20 It is crucial to develop future physicians’ critical thinking and research skills to promote inquiry-based learning, to promote the practice of EBM, and to generate real-world evidence.

The expert panel recognized the importance of shared decision making and the role of empathy in aesthetic practices and also recommended including it in the curriculum. The rapid expansion of the internet and smartphones has played an enormous role in empowering patients and minimizing the information asymmetry between physicians and patients. Patients are actively willing to participate in the decision-making process concerning their health and well-being. Therefore, physicians must adjust to the changing environment and develop shared decision-making skills. Empathy is critical for the harmonious physician-patient relationship, increased patient satisfaction, and compliance to treatment plan resulting in improved patient outcomes. A curriculum aimed at reinforcing empathy in trainee physicians is urgently needed.21,22 Literature suggests that training and education can improve empathy and compassion in physicians.23

Furthermore, the experts’ panel unanimously recommended including practice development, professional and ethical marketing, and interpersonal communication skills in the NSA curriculum. Evidence suggests that miscommunication leads to poor clinical outcomes. Hence, developing effective communication skills in physicians is now a global priority, and medical schools are putting significant resources behind it.24

In recent years, cell-based therapies such as PRP and stem cells are gaining popularity as the “next big thing” in the scientific community, public, and mainstream media. A recent survey highlights the ethically unacceptable practice in the cell-therapy advertisement. Those aesthetic practitioners should have a thorough understanding of the principles and procedures of the cell-based practice and underpinning regulations.25 Several over-the-counter cosmetics and anti-aging products claim to contain stem cells in their scientifically unproven direct-to-consumer marketing messages to allure the public. Most of such claims are unsubstantiated and based on anecdotal evidence. However, early evidence suggests the potential therapeutic benefit of embryonic and adult stem cells.26 The experts’ panel recognized its emergence and recommended the inclusion of regulations about cell-based therapies in the NSA curriculum so that trainees can be sensitized around the ethics and need for scientific evidence. Interestingly, the American Society of Plastic Surgeons (ASPS) and the American Society of Aesthetic Plastic Surgeons (ASAPS) raised their concerns on stem cell-based aesthetic procedures’ safety and efficacy.27

Although the NSA curriculum is visible within the 4 distinct core competencies, ie, plastic surgery, dermatology, facial plastic surgery, and oculoplastic surgery, and has embraced the concept of EBM in many countries, including the United States and the United Kingdom, the work presented here is more elaborate with detailed breakdown and themed under 6 domains as described above. Furthermore, current core competencies are not designed to serve or support the healthcare practitioners with a non-specialty background in standardizing their NSA training based on patient-centricity and procedural safety. Moreover, there is a lack of widespread collaboration among the specialties to achieve standardized and unified competency, which we endeavor to attain.

The present study enables creating an evidence-based curriculum in NSA education to support the development of trainee physicians’ knowledge, skills, and attitudes as per predefined learning objectives. The curriculum is comprehensive and encompasses basic and clinical science, practice development, regulatory guidelines, interpersonal skills, and empathy in clinical practice. Moreover, the proposed curriculum is not prescriptive; instead, it can be a blueprint for the program directors to develop a structured, evidence-based postgraduate course in NSA. The authors believe that this first step toward the standardization of curriculum will be a “giant leap” in establishing an evidence-based curriculum in NSA education.28

The present research can be used as a template for course design and implementation by academic and clinical program directors. For the health regulators and professional statutory regulatory bodies, this is evidence to consider and argument for creating a new specialist training pathway in NSA, a step that is long overdue to mitigate the growing concern of patient safety. Moreover, creating a specialist training pathway will add to the supply of adequately trained competent physicians to meet the growing demand.

Limitations

Like any other research, the current study has several limitations. Firstly, we assumed that one could be deemed an expert based on their year of clinical experience without any established evidence. However, the clinical expertise and skills required to construct a robust clinical education curriculum are distinct. Nevertheless, our expert panel possessed diverse clinical experience together with trainee physicians representing a wide geographical area to reduce any selection bias which is inherent to Delphi study. They expressed their views openly and contributed to the consensus-building process. The divergent nature of the panel strengthened the findings as each member brought their expertise and contributed to the process. Secondly, the current study only included experts and trainee physicians in the consensus-building process; however, the authors would recommend soliciting inputs from the patients as well during the implementation of the curriculum.29

CONCLUSIONS

This Delphi study paved the way for creating an NSA postgraduate program. In addition, this consensus exemplifies a significant step forward in developing an evidence-based curriculum for NSA education, which is critical to support the growing demand for qualified aesthetic physicians.

Acknowledgments

The research for this article was done as part of a PhD thesis at the University College London, UK. The authors would also like to thank all the experts for their participation in the study.

Contributor Information

Narendra Kumar, Division of Biosciences, Department of Cell and Developmental Biology, University College London, London, UK.

Ali Davod Parsa, Faculty of Health, Education, Medicine and Social Care, Anglia Ruskin University, Cambridge, UK.

Eqram Rahman, Department of Plastic and Reconstructive Surgery, Royal Free Hospital, Hampstead, London, UK.

Disclosures

The authors declared no potential conflicts of interest with respect to the research, authorship, and publication of this article.

Funding

The authors received no financial support for the research, authorship, and publication of this article.

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