JMIR nursing Pub Date : 2025-04-08 DOI:10.2196/71535
Heba Tallah Mohammed, Kathleen Corcoran, Kyle Lavergne, Angela Graham, Daniel Gill, Kwame Jones, Shivika Singal, Malini Krishnamoorthy, Amy Cassata, David Mannion, Robert D J Fraser
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引用次数: 0

摘要

背景:家庭医疗保健和护理访问的需求稳步增长,需要为伤口护理分配大量资源。由于临床医生短缺,许多家庭医疗机构的运营能力不足,只能满足 61% 至 70% 的需求,而且伤口护理转诊量经常下降。实施人工智能驱动的数字伤口护理解决方案(DWCS)通过更好的监控和风险识别来提高可扩展性和有效性,从而为加强伤口护理项目提供了机会:本研究评估了采用 DWCS 的 14 家家庭医疗分支机构的临床和运营成果,并将采用前后的数据和成果与未采用该技术的 27 家对照分支机构进行了比较:这项前后比较研究分析了两个 7 个月间隔期(2020-2021 年和 2021-2022 年的 11 月至 5 月)内的临床结果,包括伤口愈合的平均天数,以及操作结果,如每病程(VPE)的专业护理(SN)访问次数和居家访问持续时间。我们从 14278 名接受伤口护理的患者中提取了数据,这些患者分别来自采用分部和对照分部。还根据 SN 访问次数的减少计算了预计节省的成本:结果:采用方案的分院显示,SN VPE 减少了 4.3%,就诊时间缩短了 2.5%,节省了约 309 个员工工作日。相比之下,对照分院的 SN VPE 增加了 4.5%,就诊时间增加了 2.2%,增加了 42 天。采用该技术的分院的伤口愈合时间明显缩短,平均每个伤口缩短了 4.3 天,而对照分院则缩短了 1.6 天(PConclusions:整合数字伤口管理技术可提高家庭医疗机构的临床效果、运营效率并节约成本。减少 0.3 个 SN VPE 可为整个机构每年节省高达 958201 美元。在研究期间,采用该系统的分支机构避免了 1187 次额外就诊。如果对照分支机构实施了 DWCS 并取得了类似的成果,则可节省 18,546 个治疗日。这些发现强调了将 DWCS 纳入伤口护理计划的重要性,以应对日益增长的需求、临床医生短缺和不断上涨的医疗成本,同时保持良好的临床效果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Clinical, Operational, and Economic Benefits of a Digitally Enabled Wound Care Program in Home Health: Quasi-Experimental, Pre-Post Comparative Study.

Background: The demand for home health care and nursing visits has steadily increased, requiring significant allocation of resources for wound care. Many home health agencies operate below capacity due to clinician shortages, meeting only 61% to 70% of demand and frequently declining wound care referrals. Implementing artificial intelligence-powered digital wound care solutions (DWCSs) offers an opportunity to enhance wound care programs by improving scalability and effectiveness through better monitoring and risk identification.

Objective: This study assessed clinical and operational outcomes across 14 home health branches that adopted a DWCS, comparing pre- and postadoption data and outcomes with 27 control branches without the technology.

Methods: This pre-post comparative study analyzed clinical outcomes, including average days to wound healing, and operational outcomes, such as skilled nursing (SN) visits per episode (VPE) and in-home visit durations, during two 7-month intervals (from November to May in 2020-2021 and 2021-2022). Data were extracted from 14,278 patients who received wound care across adoption and control branches. Projected cost savings were also calculated based on reductions in SN visits.

Results: The adoption branches showed a 4.3% reduction in SN VPE and a 2.5% reduction in visit duration, saving approximately 309 staff days. In contrast, control branches experienced a 4.5% increase in SN VPE and a 2.2% rise in visit duration, adding 42 days. Healing times improved significantly in the adoption branches, with a reduction of 4.3 days on average per wound compared to 1.6 days in control branches (P<.001); pressure injuries, venous ulcers, and surgical wounds showed the most substantial improvements.

Conclusions: Integrating digital wound management technology enhances clinical outcomes, operational efficiencies, and cost savings in home health settings. A reduction of 0.3 SN VPE could generate annual savings of up to US $958,201 across the organization. The adoption branches avoided 1187 additional visits during the study period. If control branches had implemented the DWCS and achieved similar outcomes, they would have saved 18,546 healing days. These findings emphasize the importance of incorporating DWCSs into wound care programs to address increasing demands, clinician shortages, and rising health care costs while maintaining positive clinical outcomes.

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