Presentation of laboratory test results in patient portals: influence of interface design on risk interpretation and visual search behaviour

Abstract Background Patient portals are considered valuable instruments for self-management of long term conditions, however, there are concerns over how patients might interpret and act on the clinical information they access. We hypothesized that visual cues improve patients’ abilities to correctl...

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Main Authors: Paolo Fraccaro, Markel Vigo, Panagiotis Balatsoukas, Sabine N. van der Veer, Lamiece Hassan, Richard Williams, Grahame Wood, Smeeta Sinha, Iain Buchan, Niels Peek
Format: Article
Language:English
Published: BMC 2018-02-01
Series:BMC Medical Informatics and Decision Making
Subjects:
Online Access:http://link.springer.com/article/10.1186/s12911-018-0589-7
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spelling doaj-85ad4b08652c4ca787820051fd3ba7fa2020-11-24T23:32:46ZengBMCBMC Medical Informatics and Decision Making1472-69472018-02-0118111210.1186/s12911-018-0589-7Presentation of laboratory test results in patient portals: influence of interface design on risk interpretation and visual search behaviourPaolo Fraccaro0Markel Vigo1Panagiotis Balatsoukas2Sabine N. van der Veer3Lamiece Hassan4Richard Williams5Grahame Wood6Smeeta Sinha7Iain Buchan8Niels Peek9NIHR Greater Manchester Primary Care Patient Safety Translational Research Centre, The University of ManchesterSchool of Computer Science, The University of ManchesterCentre for Health Informatics, City UniversityHealth eResearch Centre, Farr Institute for Health Informatics ResearchHealth eResearch Centre, Farr Institute for Health Informatics ResearchNIHR Greater Manchester Primary Care Patient Safety Translational Research Centre, The University of ManchesterRenal Clinic, Salford Royal NHS TrustRenal Clinic, Salford Royal NHS TrustMicrosoft Healthcare, Microsoft ResearchNIHR Greater Manchester Primary Care Patient Safety Translational Research Centre, The University of ManchesterAbstract Background Patient portals are considered valuable instruments for self-management of long term conditions, however, there are concerns over how patients might interpret and act on the clinical information they access. We hypothesized that visual cues improve patients’ abilities to correctly interpret laboratory test results presented through patient portals. We also assessed, by applying eye-tracking methods, the relationship between risk interpretation and visual search behaviour. Methods We conducted a controlled study with 20 kidney transplant patients. Participants viewed three different graphical presentations in each of low, medium, and high risk clinical scenarios composed of results for 28 laboratory tests. After viewing each clinical scenario, patients were asked how they would have acted in real life if the results were their own, as a proxy of their risk interpretation. They could choose between: 1) Calling their doctor immediately (high interpreted risk); 2) Trying to arrange an appointment within the next 4 weeks (medium interpreted risk); 3) Waiting for the next appointment in 3 months (low interpreted risk). For each presentation, we assessed accuracy of patients’ risk interpretation, and employed eye tracking to assess and compare visual search behaviour. Results Misinterpretation of risk was common, with 65% of participants underestimating the need for action across all presentations at least once. Participants found it particularly difficult to interpret medium risk clinical scenarios. Participants who consistently understood when action was needed showed a higher visual search efficiency, suggesting a better strategy to cope with information overload that helped them to focus on the laboratory tests most relevant to their condition. Conclusions This study confirms patients’ difficulties in interpreting laboratories test results, with many patients underestimating the need for action, even when abnormal values were highlighted or grouped together. Our findings raise patient safety concerns and may limit the potential of patient portals to actively involve patients in their own healthcare.http://link.springer.com/article/10.1186/s12911-018-0589-7User-computer interface [MeSH]Computers/utilization [MeSH]Decision making [MeSH]Personal health record [MeSH]Patient access to records [MeSH]Patient portals
collection DOAJ
language English
format Article
sources DOAJ
author Paolo Fraccaro
Markel Vigo
Panagiotis Balatsoukas
Sabine N. van der Veer
Lamiece Hassan
Richard Williams
Grahame Wood
Smeeta Sinha
Iain Buchan
Niels Peek
spellingShingle Paolo Fraccaro
Markel Vigo
Panagiotis Balatsoukas
Sabine N. van der Veer
Lamiece Hassan
Richard Williams
Grahame Wood
Smeeta Sinha
Iain Buchan
Niels Peek
Presentation of laboratory test results in patient portals: influence of interface design on risk interpretation and visual search behaviour
BMC Medical Informatics and Decision Making
User-computer interface [MeSH]
Computers/utilization [MeSH]
Decision making [MeSH]
Personal health record [MeSH]
Patient access to records [MeSH]
Patient portals
author_facet Paolo Fraccaro
Markel Vigo
Panagiotis Balatsoukas
Sabine N. van der Veer
Lamiece Hassan
Richard Williams
Grahame Wood
Smeeta Sinha
Iain Buchan
Niels Peek
author_sort Paolo Fraccaro
title Presentation of laboratory test results in patient portals: influence of interface design on risk interpretation and visual search behaviour
title_short Presentation of laboratory test results in patient portals: influence of interface design on risk interpretation and visual search behaviour
title_full Presentation of laboratory test results in patient portals: influence of interface design on risk interpretation and visual search behaviour
title_fullStr Presentation of laboratory test results in patient portals: influence of interface design on risk interpretation and visual search behaviour
title_full_unstemmed Presentation of laboratory test results in patient portals: influence of interface design on risk interpretation and visual search behaviour
title_sort presentation of laboratory test results in patient portals: influence of interface design on risk interpretation and visual search behaviour
publisher BMC
series BMC Medical Informatics and Decision Making
issn 1472-6947
publishDate 2018-02-01
description Abstract Background Patient portals are considered valuable instruments for self-management of long term conditions, however, there are concerns over how patients might interpret and act on the clinical information they access. We hypothesized that visual cues improve patients’ abilities to correctly interpret laboratory test results presented through patient portals. We also assessed, by applying eye-tracking methods, the relationship between risk interpretation and visual search behaviour. Methods We conducted a controlled study with 20 kidney transplant patients. Participants viewed three different graphical presentations in each of low, medium, and high risk clinical scenarios composed of results for 28 laboratory tests. After viewing each clinical scenario, patients were asked how they would have acted in real life if the results were their own, as a proxy of their risk interpretation. They could choose between: 1) Calling their doctor immediately (high interpreted risk); 2) Trying to arrange an appointment within the next 4 weeks (medium interpreted risk); 3) Waiting for the next appointment in 3 months (low interpreted risk). For each presentation, we assessed accuracy of patients’ risk interpretation, and employed eye tracking to assess and compare visual search behaviour. Results Misinterpretation of risk was common, with 65% of participants underestimating the need for action across all presentations at least once. Participants found it particularly difficult to interpret medium risk clinical scenarios. Participants who consistently understood when action was needed showed a higher visual search efficiency, suggesting a better strategy to cope with information overload that helped them to focus on the laboratory tests most relevant to their condition. Conclusions This study confirms patients’ difficulties in interpreting laboratories test results, with many patients underestimating the need for action, even when abnormal values were highlighted or grouped together. Our findings raise patient safety concerns and may limit the potential of patient portals to actively involve patients in their own healthcare.
topic User-computer interface [MeSH]
Computers/utilization [MeSH]
Decision making [MeSH]
Personal health record [MeSH]
Patient access to records [MeSH]
Patient portals
url http://link.springer.com/article/10.1186/s12911-018-0589-7
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