Migraine Burden and Costs: A Nationwide Population-Based Controled Cohort Study Using The French EGB Database

Aly, S; Émery, C.; Fagnani, Francis; Gourmelen, J.; Mahieu, N; Leiba, G.; Allaf, Bashar; Chouette, Isabelle; Lévy, Pierre; Donnet, Anne

doi:10.1016/j.jval.2017.08.1932

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“…7 Also, patients with migraines used significantly more frequently than controls antidepressants, anxiolytics, and analgesics. 8 The chatbot as a data collection tool This situation requires new ways of collecting data and interacting with these patients. Information technology is rapidly expanding and changing the way patients and physicians interact with each other.…”

Section: Assessment and Follow-up Of Patients With Headachementioning

confidence: 99%

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Assessing the performances of a chatbot to collect real-life data of patients suffering from primary headache disorders

Chaix

2022

DIGITAL HEALTH

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Background There are many scales for screening the impact of a disease. These scales are generally used to diagnose or assess the type and severity of a disease and are carried out by doctors. The chatbot helps patients suffering from primary headache disorders through personalized text messages. It could be used to collect patient-reported outcomes. Objective The aims of this study were (1) to study whether the collection and analysis of remote scores, without prior medical intervention, are possible by a chatbot, (2) to perform suggested diagnosis and define the type of headaches, and (3) to assess the patient satisfaction and engagement with the chatbot. Method Voluntary users of the chatbot were recruited online. They had to be over 18 and have a personal history of headaches. A questionnaire was presented (1) by text messages to the participants to evaluate migraines (2) based on the criteria of the International Headache Society. Then, the Likert scale (3) was used to assess overall satisfaction with the use of the chatbot. Results We included 610 participants with primary headache disorders. A total of 89.94% (572/610) participants had fully completed the questionnaire (eight items), 4.72% (30/610) had partially completed it, and 5.41% (33) had refused to complete it. Statistical analysis was performed on 86.01% (547/610) of participants. Auto diagnostic showed that 14.26% (78/547) participants had a tension headache, and 85.74% (469/547) had a probable migraine. In this population, 15.78% (74/469) suffered from migraine without probable aura, and 84.22% (395/469) had migraine without aura. The patient’s age had a significant incidence regarding the auto diagnosis ( P = .008<.05). The evaluation of overall satisfaction shows that a total of 93.9% (599/610) of users were satisfied or very satisfied regarding the timeliness of responses the chatbot provides. Conclusion The study confirmed that it was possible to obtain such a collection remotely, and quickly (average time of 3.24 min) with a high success rate (89.67% (547/610) participants who had fully completed the IHS questionnaire). Users were strongly engaged through chatbot: out of the total number of participants, we observed a very low number of uncompleted questionnaires (6.23% (38/610)). Conversational agents can be used to remotely collect data on the nature of the symptoms of patients suffering from primary headache disorders. These results are promising regarding patient engagement and trust in the chatbot.

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Section: Assessment and Follow-up Of Patients With Headachementioning

confidence: 99%

“…Indeed, “migraine is a prevalent and incapacitating condition that affects individuals in the prime of their productive life, thus generating an economic burden for both society and healthcare systems.” 7 Also, patients with migraines used significantly more frequently than controls antidepressants, anxiolytics, and analgesics. 8 …”

Section: Introductionmentioning

confidence: 99%

Assessing the performances of a chatbot to collect real-life data of patients suffering from primary headache disorders

Chaix

2022

DIGITAL HEALTH

View full text Add to dashboard Cite

show abstract

Migraine Burden and Costs: A Nationwide Population-Based Controled Cohort Study Using The French EGB Database

Cited by 1 publication

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Assessing the performances of a chatbot to collect real-life data of patients suffering from primary headache disorders

Assessing the performances of a chatbot to collect real-life data of patients suffering from primary headache disorders

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