Pharmacy-based Opportunistic Atrial Fibrillation Screening Integrated With Emergency Services (NUMAPLUS-FA) (Numaplus_FA)
Pharmacy-based Opportunistic Screening for Atrial Fibrillation Using a Portable ECG Device Integrated With Emergency Medical Services: a Prospective Type-1 Hybrid Implementation Study (NUMAPLUS Project)
研究概览
详细说明
STUDY DESIGN This is a prospective, single-cohort, type-1 effectiveness-implementation hybrid study conducted within the NUMAPLUS project (INTERREG VI-A España-Portugal, POCTEP 2021-2027, co-financed by the European Regional Development Fund). This design was selected because external evidence on the diagnostic accuracy of the Kardias® device is sufficient to justify its deployment, while uncertainty persists regarding the organisational conditions, care pathways and economic incentives required for its sustainable integration into the Andalusian community pharmacy network. The primary focus is on implementation outcomes; clinical outcomes related to atrial fibrillation screening are collected as secondary endpoints. The study is reported in accordance with the Standards for Reporting Implementation Studies (StaRI) guideline.
SETTING The study is conducted in 38 community pharmacies in the province of Seville affiliated with the Real e Ilustre Colegio Oficial de Farmacéuticos de Sevilla (RICOFS), selected by voluntary participation following an open invitation. Eligibility criteria for pharmacies required stable internet connectivity for access to the Numaplus application, completion of pre-study training, and absence of concurrent participation in another cardiovascular screening programme. Priority was given to pharmacies with 24-hour or 12-hour opening schedules. Geographic coverage targets at least three urban health zones per province and at least one semi-urban or rural zone per healthcare management area.
The study articulates three coordination levels: (1) the community pharmacy as the point of patient recruitment and screening; (2) Salud Responde (CES 061) as the clinical validation, risk stratification and real-time coordination node; and (3) the primary care physician as the responsible party for definitive diagnosis and initiation of treatment.
TRAINING OF PARTICIPATING PHARMACISTS Prior to the recruitment period, all enrolled pharmacists completed a structured training programme accredited by the Escuela Andaluza de Salud Pública (EASP) and the Agencia de Calidad Sanitaria de Andalucía (ACSA). The programme was delivered entirely online in asynchronous modality between 23 March and 13 April 2026 (10 hours total) through the EASP Moodle platform. It comprised four learning units: (1) epidemiological basis and scientific rationale for opportunistic AF screening; (2) detection protocol, radial pulse palpation technique, and interpretation of Kardias® device outputs; (3) data entry in the Numaplus platform, risk classification and patient communication within the pharmacy-Salud Responde circuit; and (4) ethical and legal framework, informed consent procedures, and data protection requirements. Certification required completion of all practical activities and a minimum score of 7 out of 10 on the final knowledge assessment.
INTERVENTION
The screening protocol comprises five sequential operational phases aligned with the RE-AIM framework:
Phase 1 (Reach): Opportunistic invitation during dispensing or consultation, without prior appointment. The pharmacist records the monthly denominator of unique patients aged 65 years or older using pharmacy management software. Reasons for refusal are recorded anonymously.
Phase 2 (Adoption): Following written informed consent, the case is opened in the Numaplus application. The pharmacist records current symptoms (palpitations, chest pain, dyspnoea, syncope), oral anticoagulant therapy status, and the CHA₂DS₂-VA score (0-6), adopted per the 2024 ESC Guidelines for AF Management in replacement of CHA₂DS₂-VASc.
Phase 3 (Implementation): The Kardias® 6-lead portable device is applied for a 30-second ECG recording (maximum 3 attempts). The device algorithm classifies the result as: Suspected AF / Sinus rhythm / Bradycardia / Tachycardia / Unclassified. Protocol fidelity is operationalised through the Implementation Adherence Grade (IAG). A performance-based financial incentive of 20 euros per complete and valid case is applied.
Phase 4 (Effectiveness): In case of suspected or indeterminate AF, the Numaplus platform automatically transmits a PDF containing the ECG tracing and clinical data to Salud Responde; simultaneously, the pharmacist places a direct call. The Salud Responde nurse applies a structured triage protocol: emergency 061 activation (heart rate >110 or <60 bpm or alarm symptoms), medium priority referral (haemodynamically stable suspected AF, primary care appointment within 72 hours), or low priority referral (unclassified tracing, scheduled ECG at primary care). Definitive AF diagnosis is confirmed by the primary care physician.
Phase 5 (Maintenance): Six-month telephone follow-up conducted by Salud Responde, assessing anticoagulation initiation and adherence, health-related quality of life (visual analogue scale 0-10), and major adverse events (ischaemic stroke, major bleeding, death).
STATISTICAL ANALYSIS The primary analysis is precision-based, targeting 385 participants (operational target: 380, 10 per pharmacy). Categorical variables are reported as proportions with 95% confidence intervals (Clopper-Pearson); the IAG is estimated with an exact binomial 95% CI. Factors associated with low fidelity are explored by logistic regression. Missing data are handled by multiple imputation (MICE, 20 imputations) if below 15% under the MAR assumption. All analyses are conducted in R version 4.3 or higher.
研究类型
注册 (估计的)
阶段
- 不适用
联系人和位置
学习联系方式
- 姓名:María José ML Luque-Hernández, MD, PhD
- 电话号码:+34683511613
- 邮箱:mariajose.luque.sspa@juntadeandalucia.es
研究联系人备份
- 姓名:Jesús Antonio JC Carrillo-Castrillo, PhD
- 电话号码:+34 955006300
- 邮箱:jesus.carrillo.castrillo@juntadeandalucia.es
学习地点
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SEVILLA
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Seville、SEVILLA、西班牙、41092
- Centro de Emergencias Sanitarias 061
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接触:
- María José Luque-Hernández, MD, PhD
- 电话号码:683511613
- 邮箱:mariajose.luque.sspa@juntadeandalucia.es
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参与标准
资格标准
适合学习的年龄
- 年长者
接受健康志愿者
研究人群
描述
Inclusion Criteria:
- Age 65 years or older
- Attending a participating community pharmacy for any routine healthcare purpose
- No prior documented or patient-reported diagnosis of atrial fibrillation
- Capacity to provide written informed consent
Exclusion Criteria:
- Confirmed prior diagnosis of atrial fibrillation
- Implanted pacemaker, implantable cardioverter-defibrillator (ICD) or other intracardiac device
- Clinically evident haemodynamic instability requiring direct emergency 061 activation (active chest pain, severe dyspnoea, syncope)
- Concurrent participation in another cardiac rhythm monitoring study
- Inability to maintain the required position for a 30-second ECG recording
学习计划
研究是如何设计的?
设计细节
- 主要用途:放映
- 分配:不适用
- 介入模型:单组作业
- 屏蔽:无(打开标签)
武器和干预
参与者组/臂 |
干预/治疗 |
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实验性的:Pharmacy-based AF screening cohort
Adults aged 65 years or older attending participating community pharmacies in Seville without prior diagnosis of atrial fibrillation, recruited opportunistically during routine pharmacy visits.
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A coordinated opportunistic screening model integrating community pharmacies, emergency medical services (Salud Responde, CES 061) and primary care physicians.
The model comprises: opportunistic patient identification during routine pharmacy visits; 30-second ECG recording using the Kardias 6-lead portable device; real-time data transmission via the Numaplus platform; structured clinical triage by Salud Responde nursing staff; and referral to primary care for definitive diagnosis and treatment.
Implementation strategies include a structured EASP-accredited online training programme, ongoing technical support, activity feedback reports and a performance-based financial incentive of 20 euros per complete valid case.
其他名称:
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研究衡量的是什么?
主要结果指标
结果测量 |
措施说明 |
大体时间 |
|---|---|---|
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Implementation Adherence Grade (IAG)
大体时间:Through study completion, an average of 6 months
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Implementation Adherence Grade (IAG) Composite fidelity index expressed as the percentage of mandatory protocol items completed per screening case, calculated as (number of mandatory items completed / 5) × 100. The five mandatory items, each scored dichotomously as completed (1) or not completed (0) and weighted equally, are: (1) written informed consent obtained and documented; (2) minimum demographic data recorded; (3) complete CHA₂DS₂-VA score calculated; (4) successful 30-second ECG tracing obtained within a maximum of three attempts; and (5) documented contact with Salud Responde for all cases classified as suspected or indeterminate atrial fibrillation. The pharmacy-level and study-level IAG is the mean of individual case-level IAG values. Target value: ≥90%. Unit of Measure: Percentage of mandatory protocol items completed (single composite index). |
Through study completion, an average of 6 months
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次要结果测量
结果测量 |
措施说明 |
大体时间 |
|---|---|---|
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Participation rate (Reach)
大体时间:Monthly, through study completion, an average of 6 months
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Proportion of patients aged 65 years or older who accept screening divided by the monthly denominator of unique patients aged 65 years or older attending each pharmacy.
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Monthly, through study completion, an average of 6 months
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Pharmacy-level adoption rate
大体时间:At end of recruitment period (month 6)
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Number of pharmacies completing at least one valid screening divided by the number of invited pharmacies.
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At end of recruitment period (month 6)
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Acceptability of Intervention Measure (AIM) score
大体时间:At end of recruitment period (month 6)
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Mean score of the 4-item AIM scale (range 1-5) measuring pharmacist acceptability of the screening programme.
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At end of recruitment period (month 6)
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Feasibility of Intervention Measure (FIM) score
大体时间:At end of recruitment period (month 6)
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Mean score of the 4-item FIM scale (range 1-5) measuring pharmacist-perceived feasibility of the screening programme.
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At end of recruitment period (month 6)
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Suspected AF detection rate.
大体时间:Through study completion, an average of 6 months
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Proportion of screened participants with Suspected AF classification by the Kardias device algorithm.
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Through study completion, an average of 6 months
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Confirmed AF diagnosis rate.
大体时间:Through study completion, an average of 6 months
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Proportion of screened participants with confirmed AF diagnosis following primary care assessment.
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Through study completion, an average of 6 months
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Linkage to Care rate
大体时间:Up to 72 hours after positive or indeterminate screening result
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Proportion of participants with suspected or indeterminate AF who attend primary care appointment within the planned timeframe.
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Up to 72 hours after positive or indeterminate screening result
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Oral anticoagulation initiation rate
大体时间:Up to 6 months after confirmed AF diagnosis
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proportion of participants with confirmed AF initiated on oral anticoagulation.
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Up to 6 months after confirmed AF diagnosis
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Major adverse events at 6 months
大体时间:6 months after confirmed AF diagnosis
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Incidence of ischaemic stroke, major bleeding and death among participants with confirmed AF at 6-month follow-up.
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6 months after confirmed AF diagnosis
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Refusal rate and reasons
大体时间:Monthly, through study completion, an average of 6 months
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proportion of eligible patients who decline screening, with the main reason for refusal recorded anonymously.
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Monthly, through study completion, an average of 6 months
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Programme sustainability intention
大体时间:At end of recruitment period (month 6)
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Proportion of pharmacists reporting intention to continue the screening programme beyond project funding period, assessed through the sustainability block of the post-study questionnaire.
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At end of recruitment period (month 6)
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Salud Responde coordination performance
大体时间:Through study completion, an average of 6 months
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Operational indicators of the Salud Responde (CES 061) triage node, including median time from ECG transmission to clinical validation, distribution of triage decisions (emergency 061 activation, medium priority referral, low priority referral), and qualitative assessment of circuit barriers by the SR coordination team at end of study.
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Through study completion, an average of 6 months
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13a. Salud Responde Coordination. ECG transmission.
大体时间:Through study completion, an average of 6 months
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Median time from ECG transmission to Salud Responde clinical validation (minutes)
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Through study completion, an average of 6 months
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Salud Responde coordination. Triage decission
大体时间:Through study completion, an average of 6 months
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Distribution of Salud Responde triage decisions (percentage of cases in each category: emergency 061 activation / medium priority / low priority)
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Through study completion, an average of 6 months
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SR circuit barrers
大体时间:At end of study (month 6)
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Qualitative assessment of circuit barriers by Salud Responde coordination team (thematic categories)
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At end of study (month 6)
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合作者和调查者
出版物和有用的链接
一般刊物
- Curran GM, Bauer M, Mittman B, Pyne JM, Stetler C. Effectiveness-implementation hybrid designs: combining elements of clinical effectiveness and implementation research to enhance public health impact. Med Care. 2012 Mar;50(3):217-26. doi: 10.1097/MLR.0b013e3182408812.
- Glasgow RE, Vogt TM, Boles SM. Evaluating the public health impact of health promotion interventions: the RE-AIM framework. Am J Public Health. 1999 Sep;89(9):1322-7. doi: 10.2105/ajph.89.9.1322.
- Van Gelder IC, Rienstra M, Bunting KV, Casado-Arroyo R, Caso V, Crijns HJGM, De Potter TJR, Dwight J, Guasti L, Hanke T, Jaarsma T, Lettino M, Lochen ML, Lumbers RT, Maesen B, Molgaard I, Rosano GMC, Sanders P, Schnabel RB, Suwalski P, Svennberg E, Tamargo J, Tica O, Traykov V, Tzeis S, Kotecha D; ESC Scientific Document Group. 2024 ESC Guidelines for the management of atrial fibrillation developed in collaboration with the European Association for Cardio-Thoracic Surgery (EACTS). Eur Heart J. 2024 Sep 29;45(36):3314-3414. doi: 10.1093/eurheartj/ehae176. No abstract available.
- Pinnock H, Barwick M, Carpenter CR, Eldridge S, Grandes G, Griffiths CJ, Rycroft-Malone J, Meissner P, Murray E, Patel A, Sheikh A, Taylor SJ; StaRI Group. Standards for Reporting Implementation Studies (StaRI) Statement. BMJ. 2017 Mar 6;356:i6795. doi: 10.1136/bmj.i6795.
- Wahab A, Nadarajah R, Larvin H, Farooq M, Raveendra K, Haris M, Nadeem U, Joseph T, Bhatty A, Wilkinson C, Khunti K, Vedanthan R, Camm AJ, Svennberg E, Lip GY, Freedman B, Wu J, Gale CP. Systematic screening for atrial fibrillation with non-invasive devices: a systematic review and meta-analysis. Lancet Reg Health Eur. 2025 Apr 11;53:101298. doi: 10.1016/j.lanepe.2025.101298. eCollection 2025 Jun.
研究记录日期
研究主要日期
学习开始 (估计的)
初级完成 (估计的)
研究完成 (估计的)
研究注册日期
首次提交
首先提交符合 QC 标准的
首次发布 (实际的)
研究记录更新
最后更新发布 (实际的)
上次提交的符合 QC 标准的更新
最后验证
更多信息
与本研究相关的术语
其他研究编号
- 0237_NUMAPLUS_5_E_CASE2
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