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Abstract Articles

Barriers to Consumer Sleep Technology Adoption Among Adults in the United States and Equity Considerations: A Mixed Methods Study

Authors: Mary H Kress ( University of Michigan Medical School) , Nicholas R Lenze ( University of Michigan Medical School) , Ruby J Kazemi ( University of California Davis Health) , Allison K Ikeda ( University of Washington) , Punithavathy Vijayakumar ( University of Michigan Medical School) , Cathy A Goldstein ( University of Michigan Medical School) , Jeffrey J Stanley ( University of Michigan Medical School) , Michael J Brenner ( University of Michigan Medical School) , Paul T Hoff ( University of Michigan Medical School)

  • Barriers to Consumer Sleep Technology Adoption Among Adults in the United States and Equity Considerations: A Mixed Methods Study

    Abstract Articles

    Barriers to Consumer Sleep Technology Adoption Among Adults in the United States and Equity Considerations: A Mixed Methods Study

    Authors: , , , , , , , ,

Keywords: consumer sleep technology , wearable electronic devices , sleep-tracking , surveys and questionnaires , socioeconomic factors , barriers , facilitators , health equity , health disparities , cost , obstructive sleep apnea , sleep disorders , narcolepsy

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Introduction

Most thyroid and parathyroid surgeries are performed by non-fellowship trained, low-volume surgeons with associated higher complication rates. Furthermore, the average number of endocrine procedures performed by general surgery residents is decreasing. While previous studies have documented a lack of general surgery resident confidence in performing these procedures, the specific knowledge gaps in endocrine surgery remain unexplored.

Methods

We conducted semi-structured interviews with surgical residents (clinical PGY3-PGY5) at a high-volume academic center with an endocrine surgery fellowship to discuss their experience, knowledge, and deficits managing patients with surgical thyroid and parathyroid disease. Interviews were audio-recorded, de-identified, and transcribed verbatim. Content analysis was used to identify areas of confidence and knowledge deficits in all phases of care.

Results

Overall, 14 trainees participated in the study (50% women, mean PGY: 3.8). Preoperatively, residents were confident with thyroid nodule and primary hyperparathyroidism work-up, but less comfortable rare conditions. Residents were uncomfortable using ultrasound to identify suspicious lymph nodes or abnormal parathyroid glands. Residents perceived knowledge deficits in the multidisciplinary care and work-up of patients with advanced thyroid cancer. Intraoperatively, most residents were confident performing thyroidectomy and focused parathyroidectomy, but less comfortable performing 4-gland explorations or neck dissections. Several had concern with independently identifying and protecting the recurrent laryngeal nerve or locating parathyroid glands in the setting of negative localization. Residents noted a lack of autonomy in both thyroidectomy and parathyroidectomy. Post-operatively, residents felt confident in the acute management of patients, but identified deficits in long-term management of patients with thyroid cancer or chronic complications.

Conclusions

Despite confidence in managing “bread and butter” cervical endocrine surgery in all phases of care, residents perceive a lack of meaningful autonomy intraoperatively. Further educational endeavors may be required to ensure graduating residents are “practice ready” for straightforward cases they may encounter in practice as a general surgeon. A lack of exposure to complex endocrinopathy even at a high-volume center suggests that comprehensive endocrine surgery fellowship remains critical.

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References

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Published on
23 Feb 2026
Peer Reviewed

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  • Article Number: 2

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