What's Missing in Missing Data? Omissions in Survey Responses among Parents of Children with Advanced Cancer

Title

What's Missing in Missing Data? Omissions in Survey Responses among Parents of Children with Advanced Cancer

Creator

Rosenberg AR; Dussel V; Orellana L; Kang TI; Geyer JR; Feudtner C; Wolfe J

Publisher

Journal Of Palliative Medicine

Date

2014

Subject

adolescent; Female; Humans; Male; Neoplasms; Adult; Parents; Prognosis; Questionnaires; Disease Progression; Research; quality of life; Life Expectancy; prog; surveys

Description

Abstract Background: Missing data is a common phenomenon with survey-based research; patterns of missing data may elucidate why participants decline to answer certain questions. Objective: To describe patterns of missing data in the Pediatric Quality of Life and Evaluation of Symptoms Technology (PediQUEST) study, and highlight challenges in asking sensitive research questions. Design: Cross-sectional, survey-based study embedded within a randomized controlled trial. Setting: Three large children's hospitals: Dana-Farber/Boston Children's Cancer and Blood Disorders Center (DF/BCCDC); Children's Hospital of Philadelphia (CHOP); and Seattle Children's Hospital (SCH). Measurements: At the time of their child's enrollment, parents completed the Survey about Caring for Children with Cancer (SCCC), including demographics, perceptions of prognosis, treatment goals, quality of life, and psychological distress. Results: Eighty-six of 104 parents completed surveys (83% response). The proportion of missing data varied by question type. While 14 parents (16%) left demographic fields blank, over half (n=48; 56%) declined to answer at least one question about their child's prognosis, especially life expectancy. The presence of missing data was unrelated to the child's diagnosis, time from progression, time to death, or parent distress (p>0.3 for each). Written explanations in survey margins suggested that addressing a child's life expectancy is particularly challenging for parents. Conclusions and Relevance: Parents of children with cancer commonly refrain from answering questions about their child's prognosis, however, they may be more likely to address general cure likelihood than explicit life expectancy. Understanding acceptability of sensitive questions in survey-based research will foster higher quality palliative care research.
2014-05

Rights

Article information provided for research and reference use only. PedPalASCNET does not hold any rights over the resource listed here. All rights are retained by the journal listed under publisher and/or the creator(s).

Type

Journal Article

Citation List Month

Backlog

Citation

Rosenberg AR; Dussel V; Orellana L; Kang TI; Geyer JR; Feudtner C; Wolfe J, “What's Missing in Missing Data? Omissions in Survey Responses among Parents of Children with Advanced Cancer,” Pediatric Palliative Care Library, accessed July 27, 2021, https://pedpalascnetlibrary.omeka.net/items/show/14997.

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