Journal of Palliative Medicine

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

RosenbergAbby R., DusselVeronica, OrellanaLiliana, KangTammy, GeyerJ. Russel, FeudtnerChris, and WolfeJoanne. Journal of Palliative Medicine.

Online Ahead of Print: May 27, 2014

Author information

Abby R. Rosenberg, MD, MS,^1,2,3,4 Veronica Dussel, MD, MPH,^5,6 Liliana Orellana, PhD,⁷ Tammy Kang, MD,⁸ J. Russel Geyer, MD,^1,2,3 Chris Feudtner, MD, PhD, MPH,⁸ and Joanne Wolfe, MD, MPH^5,9,10

¹Seattle Children's Hospital, Seattle, Washington.

Address correspondence to:

Joanne Wolfe, MD, MPH

Center for Outcomes and Policy Research and Department of Psychosocial Oncology and Palliative Care

Dana-Farber Cancer Institute

450 Brookline Avenue

Boston, MA 02215

E-mail: joanne_wolfe@dfci.harvard.edu

Accepted January 9, 2014

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.