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TELEPHARMACY ANALYTICS AND DATA VISUALIZATION THROUGH BUSINESS INTELLIGENCE

European Statement

Clinical Pharmacy Services

Author(s)

Cristina González Pérez, Laura Llorente Sanz, Ángel Liras Medina, Ana Andrea García Sacristán, María Molinero Muñoz, Lidia Ybañez García, José Alberto Peña Pedrosa, Henar González Luengo, María Luaces Méndez, José Manuel Martínez Sesmero

Why was it done?

Telepharmacy implementation in the context of SARS-CoV-2 pandemic conducted us through the management of a high volume of complex, real-time both clinical and economic data. A multidisciplinary working group (biomedical engineers from the Innovation Unit, clinicians, managers and hospital pharmacists) developed a software tool in April-May 2021.

What was done?

The design of an agile, customizable and dynamic dashboard for the visualization and analysis of Telepharmacy key performance indicators (KPI) through Business Intelligence (BI).

How was it done?

Phases:
1. Situation analysis. KPI definition. Ethics committee approval submission.
2. Extraction and processing of raw databases (Telepharmacy database, outpatient dispensing program, hospital admission database, drug catalog) through data mining.
3. Co-creation of the comprehensive dashboard in PowerBI®, by integrating database sources. Different panels have been designed where filters such as age, time frame, medical service, pathology, etc. can be applied.
• Description of general variables: patients, demography, shipments, time frame, medical department.
• Geolocation of the destinations of the patients’ home delivery.
• Pharmacological profile: top 10 drugs, distribution by active ingredient and drug classification group.
• Relative analysis of the beneficiary patients of Telepharmacy vs global outpatients
4. Pilot project by different types of users (administrative staff, clinicians and managers)
5. Structure design for automatic updating of the panels from the successive updates of the source databases
The quality of the raw databases can be a limitation. It has been necessary to define how to handle missing and duplicate data. Pre-processing, normalization and transformation data processes have been applied too.
Working within the hospital network ensures that there are no security gaps in terms of patient data protection.
For the external use of the dashboard, the granularity of the data is modulated to ensure enough clustering to avoid the identification of individual patients.

What has been achieved?

Processing the huge dataset (more than 2.4 million records) was possible by BI tools that synthesizes data, provides dynamic and engaging visualization (charts and graphs), allows the interactive reports customization for more effective communication of results and apply analysis based on Artificial Intelligence.

What next?

Applying new technologies will help us improve strategic decisions: interactions, behaviors and trends perceiving, weak points identifying, uncertainty reducing and over time monitoring.

IMPLEMENTATION AND ADEQUACY OF HOME DELIVERY AND TELEPHARMACY DURING THE FIRST YEAR OF THE COVID-19 PANDEMIC

European Statement

Selection, Procurement and Distribution

Author(s)

Mª Ángeles Parro Martín, Beatriz Montero Llorente, Teresa Gramage Caro, Manuel Vélez Díaz-Pallarés, Miguel Ángel Rodríguez Sagrado, Hilario Martínez Barros, Ana María Álvarez Díaz

Why was it done?

To ensure continuity of treatment and pharmacotherapeutic follow-up in patients vulnerable to SARS-CoV-2 infection included in a home delivery and telepharmacy program.

What was done?

Implementation and adaptation of home delivery and telepharmacy during the first year of the COVID-19 pandemic.

How was it done?

A work procedure was designed to detail the new functions to be performed by administrative assistants (AA), pharmacy technicians (PT) and pharmacists (PH). A first procedure was designed, which was adapted and improved after 6 months of experience, giving rise to procedure 2.

Procedure 1

– AA phone call to patients scheduled to obtain consent for home delivery and confirm delivery data.
– The PH grouped patients who had confirmed home delivery in the appointment manager.
– The PH reviewed the electronic prescription of all patients and performed telepharmacy to those who were due and/or had incidents.
– The PT prepared the packages.

Procedure 2

Phase 1

– The AA called all patients scheduled until the end of the year to offer them the option of remaining in the home delivery and telepharmacy program permanently. If they accepted, their consent and delivery data were recorded. From this point on, the call to offer home delivery and telepharmacy was discontinued; it was only offered to patients when they attended in person.
– A specific diary for home delivery patients was created.
– The telepharmacytelepharmacy was added to the PH diary.

Phase 2

– Trained PT in home delivery incident resolution (address changes, absent patients, package rejection) to reduce FAR’s working hours.

Phase 3

– Development of a computer application: computerization of manual processes (labels, identification of refrigerated shipments, SMS delivery confirmation sent to patients, and request for appointment changes).

What has been achieved?

31,066 home delivery have been performed on 7,170 different patients. 7,443 telepharmacy consultations have been performed.

PT training and computer development has reduced the PH dedication from 7 hours to 3 hours.

What next?

Establish criteria for prioritization of patients who are candidates for home delivery and telepharmacy.
Implementation of video call instead of telepharmacy

Applying novel technologies to advance hospital pharmacy practice

European Statement

Patient Safety and Quality Assurance

Author(s)

Ghalib Abbasi

Why was it done?

As we venture into the 2020s, health-system pharmacies need to consider these novel approaches to deliver pharmaceutical care to their patients given the changing population needs, lifestyles, and available home technologies accessible to most patients. The ultimate goals are to enhance patient safety, increase hospital pharmacy operational efficiency, and maximize revenue.

What was done?

Novel technologies were implemented at Houston Methodist to enhance patient safety and experience. These include voice-activated devices in patient rooms, smart glasses for pharmacists, smart phones for hospital pharmacy service provision, artificial intelligence, and tele-health

How was it done?

Careful infrastructure considerations/build took place along with pharmacist-driven algorithm write-up. During this GPI, we’d like to discuss specific steps to make this happen along with sensible benefits we realized from implementing each technology.

What has been achieved?

Our hospital pharmacists got significantly more involved in direct patient care where notable efficiencies were realized on the operational side. In addition, medication education was significantly enhanced with improved patient access to their in-house hospital pharmacist.

What next?

Next steps include deploying these these technologies to further service lines and patient care areas, as well as investing into further meaningful technologies. We’ll review what’s in the pipeline as well.

WEB DIALOGUE: ONE MORE STEP IN TELEPHARMACY

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European Statement

Introductory Statements and Governance

Author(s)

ARDIZONE BEATRIZ, MARTA HERNÁNDEZ SEGURADO, MARÍA FORTE PÉREZ-MINAYO, LAURA GARCÍA JIMÉNEZ, ELENA TORTAJADA ESTEBAN, ANA CORDERO GUIJARRO, NATALIA BARRERAS RUIZ, LAURA JIMÉNEZ NAVARRO, JAVIER BÉCARES MARTÍNEZ

Why was it done?

First, we had a high number of patient inquiries by phone and by email. Furthermore, patient queries related with their treatment and their resolution were not recorded in the electronic clinical history. Finally, we needed a communication platform that would guarantee personal data privacy.

What was done?

In collaboration with the IT department, we developed a software tool called “Web Dialogue” within the e-health portal of our institution. This tool allows the patients to communicate with the pharmacist using a chat box where they can write queries about drug interactions, adverse effects and any questions about the hospital dispensing treatments, as well as other medications and herbal products. A pharmacist answers the queries within 24 hours, from Monday to Friday.

How was it done?

We asked the IT department to activate this tool for all active patients to whom we dispensed medication in our service (a total of 8000 patients). The development lasted 2 years (2017-2019), but it was not until March 2020, with the start of the COVID-19 pandemic, that the “Web Dialogue” began to be used by our patients more widely. We also made an informative video that was posted on the e-health portal in order to achieve a wider knowledge of this tool among patients. See link: https://www.youtube.com/watch?v=_Z9pd93sNY8

What has been achieved?

The median number of messages per month in 2020-2021 was 202 (IQR= 100,5; 468). At the beginning of the state of alarm in Spain there was a peak in the use of the “Web Dialogue”, mainly to query about how to access the medication (94% of the queries). Over the following months, the proportion of these consultations decreased and consultations regarding doubts about treatment, adverse effects and drug interactions increased. Furthermore, the Net Promoter Score (NPS), an indicator that allows us to measure the satisfaction of patients, shows that in the last year we have achieved, for the first time, a score over 60, which is considered excellent.

What next?

Some of our ideas for the future are: the possibility of selecting the type of inquiry and the interlocutor by the patient, creating algorithms for the automatic response of certain questions and carrying out Big Data research studies.

IMPLEMENTATION OF A SAFE EXTERNAL DISPENSING SYSTEM DURING THE COVID-19 PANDEMIC IN A REFERRAL HOSPITAL

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European Statement

Clinical Pharmacy Services

Author(s)

MARINA CORRALES PAZ, CLAUDIA RODRIGUEZ MORETA, INMACULADA LOMARES MANZANO, ANA GANFORNINA ANDRADES

Why was it done?

Due to the health crisis caused by the SARS-COV-2 virus, many hospitals have seen
the necessity to implement a safe dispensing system (telepharmacy) to provide medication to
high risk patients and those infected with Covid-19 in order to prevent interrupting their
treatments.

What was done?

To implement a system that guarantees a sure and effective supply of medical treatments to those vulnerable patients, those at increased risk or with difficult access to the hospital during the coronavirus pandemic.

How was it done?

A database was created with those patients attending our hospital’s outpatient service(OS)to pick up their medication within the next 7 days, verifying through pharmaceutical software and the patient’s medical history records (MHR)their next dispensing date. After checking if the patient had a medical appointmentthat could coincide with the dispensing date, a phone interview was conducted with the patient to schedule the pick-up of the medication through theOS or by telepharmacy(patients’ consent was requiredto use their personal information and we asked how the treatment was going). In our case the patients could pick-up their medication in the referral hospital (RH), a newly created OS in an affiliate hospital or by telepharmacy toprevent the collapse of the hospitals. We registered: number of patients attended in RH, new OS or by telepharmacy and number of dispensations. Patients were grouped in areas based on their city and delivery date for telepharmacy and in the case of patients picking up their own medication they were made an appointment.

What has been achieved?

During the months the state of emergency was in place in Spain (March 14th– June 21st)3385 patients were attended in total and 9316 medicationswere dispensed. 2245(66.3%) patients were attended in the RH (5794 dispensations), 583(17.2%) patients were attended through the new OS (1436 dispensations) and the rest 557(16.5%) had their medication sent to their address (2086 dispensations).

What next?

A safe and effective dispensing system was achieved to outpatients during the Covid-19 pandemic through the implementation of a new telepharmacymethod and the establishment of a new OSthat allows convenient dispensation of medication while minimising the risk of virus spread.

THE APPLICATION OF AN EHEALTH MODEL IN THE HEALTH CARE SYSTEM

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European Statement

Clinical Pharmacy Services

Author(s)

MAR GOMIS-PASTOR, ANNA DE DIOS LÓPEZ, MARIA ANTONIA MANGUES, MIRIAM ORS, MERITXELL CUCALA, CATERINA SANPOL, VICTOR ROBERT, XAVIER BORRAS, GEMMA CRAYWINCKEL

Why was it done?

HTP are therapeutically complex patients who may benefit from an intensive telematic follow-up. Moreover, human relations among patients and health providers may be enhanced to improve patients’ empowerment with their health care. Additionally, interdisciplinary eHealth projects lead to increased interaction among health providers, expanding advanced patient-centered care in healthcare systems.

What was done?

An eHealth program directed to heart transplant patients (HTP) was implemented. The software developed was called mHeart and consists on a mobile phone application complemented by a website(https://n9.cl/ajut). A pilot study to validate the software and a clinical trial were conducted. This tool is now extended into clinical practice.

How was it done?

This project and its potential scalability has achieved the creation of a well-established framework involving among relevant others the Legal Department, the Information Systems Department, the patient data protection supervisor, and the Innovation Research Institute.
The success and the scalability of these innovative projects in our centre depended on health providers’ engagement with eHealth, new interoperability solutions, adequate institutional support, and government reimbursement models.

What has been achieved?

The clinical trial conducted in 134HTP has demonstrated to improve recipients’ adherence to immunosuppressants (85% mHeart follow-up vs 46% conventional follow-up)[OR=6.7 (2.9;15.8),P-value=.000], to improve patients’ experience of therapeutic regimens and to reduce in-clinic facilities because the mHeart follow-up. (65% mHeart follow-up vs 35% conventional follow-up)[OR=3.4 (1.7;6.9),P-value=.001].

What next?

This eHealth experience has allowed continuing creating evidence on the use of the eHealth in other populations: an onco-hematological platform, EMMA(Ehealth Medical self-Management Aid), has been designed including diverse profiles depending on the clinical specifications (e.g. multiple myeloma or bone marrow transplant conditions); MyPlan has been adapted to perform an interdisciplinary follow-up of any multimorbid population with polypharmacy. Thus, the system can be used in any multimorbid patients by activating or omitting certain modules that define the target patients’ specific comorbidities (e.g. glycemia module or blood pressure module).
The new EMMA and MyPlan will be clinically tested in diverse trials in 2020 including several health care interdisciplinary teams, including the emergency setting, onco-hematology, migraine, dyslipidemia and cardiovascular risk, among relevant others. In addition, other Spanish centers are implementing the eHealth model and the software in their Institutions assisted by the experience gathered.

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