Literature DB >> 32897737

Using a Chatbot to Assess Hereditary Cancer Risk.

Brandon M Welch1, Caitlin G Allen2, Jordon B Ritchie1, Heath Morrison3, Chanita Hughes-Halbert4, Joshua D Schiffman5.   

Abstract

PURPOSE: We developed a Web-based chatbot (ItRunsInMyFamily.com) to help individuals collect their family health history (FHx) and determine their risk for hereditary cancer. The purpose of the current study was to assess the characteristics of users and identify opportunities to improve the FHx collection tool.
METHODS: During Family Health History Month (November 2019) we launched an FHx campaign using social media advertisements to raise awareness about hereditary cancers and encourage individuals in the general population to use ItRunsInMyFamily to collect their FHx. Through this campaign, we were able to gather information about users and identify opportunities to improve the tool.
RESULTS: We reached 14,140 users in November 2019 through online marketing campaigns-Facebook, Google, previous ItRuns users, and Web site marketing. Of those, 3,204 completed the full FHx assessment and received risk recommendations. The campaign targeted women between age 40 and 60 years. Users came from 3,783 counties around the United States, 48 unique cancers were reported among probands, and 79 unique cancers were reported among family members, an average of two and a half cancers per family.
CONCLUSION: Our results demonstrate that it is possible to gather FHx information at the population level, with high levels of engagement and interest in the topic. There is room for future enhancements and improvements to ItRunsInMyFamily to broaden its reach and encourage individuals to learn about and record their health information.

Entities:  

Mesh:

Year:  2020        PMID: 32897737      PMCID: PMC7529541          DOI: 10.1200/CCI.20.00014

Source DB:  PubMed          Journal:  JCO Clin Cancer Inform        ISSN: 2473-4276


  8 in total

1.  The family history--more important than ever.

Authors:  Alan E Guttmacher; Francis S Collins; Richard H Carmona
Journal:  N Engl J Med       Date:  2004-11-25       Impact factor: 91.245

Review 2.  Family history in public health practice: a genomic tool for disease prevention and health promotion.

Authors:  Rodolfo Valdez; Paula W Yoon; Nadeem Qureshi; Ridgely Fisk Green; Muin J Khoury
Journal:  Annu Rev Public Health       Date:  2010       Impact factor: 21.981

3.  Family health history: the case for better tools.

Authors:  Brandon M Welch; Willard Dere; Joshua D Schiffman
Journal:  JAMA       Date:  2015-05-05       Impact factor: 56.272

4.  Collecting Family Health History using an Online Social Network: a Nationwide Survey among Potential Users.

Authors:  Brandon M Welch; Nathaniel S O'Connell; Suparna Qanungo; Chanita Halbert-Hughes; Joshua D Schiffman
Journal:  AMIA Annu Symp Proc       Date:  2015-11-05

Review 5.  Review and Comparison of Electronic Patient-Facing Family Health History Tools.

Authors:  Brandon M Welch; Kevin Wiley; Lance Pflieger; Rosaline Achiangia; Karen Baker; Chanita Hughes-Halbert; Heath Morrison; Joshua Schiffman; Megan Doerr
Journal:  J Genet Couns       Date:  2018-03-06       Impact factor: 2.537

6.  An updated protocol to detect invalid entries in an online survey of men who have sex with men (MSM): how do valid and invalid submissions compare?

Authors:  Jeremy A Grey; Joseph Konstan; Alex Iantaffi; J Michael Wilkerson; Dylan Galos; B R Simon Rosser
Journal:  AIDS Behav       Date:  2015-10

Review 7.  The current state of cancer family history collection tools in primary care: a systematic review.

Authors:  Nadeem Qureshi; June C Carroll; Brenda Wilson; Pasqualina Santaguida; Judith Allanson; Melissa Brouwers; Parminder Raina
Journal:  Genet Med       Date:  2009-07       Impact factor: 8.822

Review 8.  The family history: the first genetic test, and still useful after all those years?

Authors:  Reed E Pyeritz
Journal:  Genet Med       Date:  2011-10-07       Impact factor: 8.822

  8 in total
  6 in total

1.  Association of Disparities in Family History and Family Cancer History in the Electronic Health Record With Sex, Race, Hispanic or Latino Ethnicity, and Language Preference in 2 Large US Health Care Systems.

Authors:  Daniel Chavez-Yenter; Melody S Goodman; Yuyu Chen; Xiangying Chu; Richard L Bradshaw; Rachelle Lorenz Chambers; Priscilla A Chan; Brianne M Daly; Michael Flynn; Amanda Gammon; Rachel Hess; Cecelia Kessler; Wendy K Kohlmann; Devin M Mann; Rachel Monahan; Sara Peel; Kensaku Kawamoto; Guilherme Del Fiol; Meenakshi Sigireddi; Saundra S Buys; Ophira Ginsburg; Kimberly A Kaphingst
Journal:  JAMA Netw Open       Date:  2022-10-03

2.  Analyzing the determinants to accept a virtual assistant and use cases among cancer patients: a mixed methods study.

Authors:  Martien J P van Bussel; Gaby J Odekerken-Schröder; Carol Ou; Rachelle R Swart; Maria J G Jacobs
Journal:  BMC Health Serv Res       Date:  2022-07-09       Impact factor: 2.908

3.  Comparison of a Cancer Family History Collection and Risk Assessment Tool - ItRunsInMyFamily - with Risk Assessment by Health-Care Professionals.

Authors:  Jordon B Ritchie; Brandon M Welch; Caitlin G Allen; Lewis J Frey; Heath Morrison; Joshua D Schiffman; Alexander V Alekseyenko; Brian Dean; Chanita Hughes Halbert; Cecelia Bellcross
Journal:  Public Health Genomics       Date:  2021-12-06       Impact factor: 2.132

Review 4.  Chatbot for Health Care and Oncology Applications Using Artificial Intelligence and Machine Learning: Systematic Review.

Authors:  Lu Xu; Leslie Sanders; Kay Li; James C L Chow
Journal:  JMIR Cancer       Date:  2021-11-29

5.  Automated Clinical Practice Guideline Recommendations for Hereditary Cancer Risk Using Chatbots and Ontologies: System Description.

Authors:  Jordon B Ritchie; Lewis J Frey; Jean-Baptiste Lamy; Cecelia Bellcross; Heath Morrison; Joshua D Schiffman; Brandon M Welch
Journal:  JMIR Cancer       Date:  2022-01-31

6.  Evaluation and comparison of hereditary Cancer guidelines in the population.

Authors:  Jordon B Ritchie; Cecelia Bellcross; Caitlin G Allen; Lewis Frey; Heath Morrison; Joshua D Schiffman; Brandon M Welch
Journal:  Hered Cancer Clin Pract       Date:  2021-07-17       Impact factor: 2.857

  6 in total

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