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Gepubliceerd in: Quality of Life Research 10/2013

01-12-2013 | Brief Communication

Informatively missing quality of life and unmet needs sex data for immigrant and Anglo-Australian cancer patients and survivors

Auteurs: Melanie L. Bell, Phyllis N. Butow, David Goldstein

Gepubliceerd in: Quality of Life Research | Uitgave 10/2013

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Abstract

Purpose

Although cancer can seriously affect peoples’ sexual well-being, survivors and patients may be reluctant to answer questions about sex. This reluctance may be stronger for immigrants. This study aimed to investigate missing sex data rates and predictors of missingness in two large studies on immigrants and Anglo-Australian controls with cancer and to investigate whether those with missing sex data may have worse sexual outcomes than those with complete data.

Methods

We carried out two studies aimed at describing the quality of life (QoL) and unmet needs amongst Arabic, Chinese and Greek immigrants versus Anglo-Australians cancer survivors (n = 596, recruited from cancer registries) and patients (n = 845). Logistic regression was used to model the probability of having missing sex data in either of the questionnaires. We compared the mean of the unmet sex needs responses of those who had missing QoL sex data (but not needs) to those who had completed both, and vice versa.

Results

Missing sex data rates were as high as 65 %, with immigrants more likely to skip sex items than Anglo-Australians (p = 0.02 for registry study, p < 0.0001 for hospital study). Women, older participants and participants with more advanced disease had increased odds of missingness. There was evidence that data were informatively missing. Additionally, the questionnaire which stated that the sex questions are optional had higher missing data rates.

Conclusion

High missing data rates and informatively missing data can lead to biased results. Using the questionnaires that state that they may skip sex items may lead to an underestimation of sexual problems or an overestimation of quality of life.
Literatuur
1.
go back to reference Sadovsky, R., Basson, R., Krychman, M., Morales, A., Schover, L., Wang, R., et al. (2010). Cancer and sexual problems. Journal of Sexual Medicine, 7, 349–373.PubMedCrossRef Sadovsky, R., Basson, R., Krychman, M., Morales, A., Schover, L., Wang, R., et al. (2010). Cancer and sexual problems. Journal of Sexual Medicine, 7, 349–373.PubMedCrossRef
2.
go back to reference Cheung, Y., Daniel, R., & Ng, G. (2006). Response and non-response to a quality-of-life question on sexual life: A case study of the simple mean imputation method. Quality of Life Research, 15(9), 1493–1501.PubMedCrossRef Cheung, Y., Daniel, R., & Ng, G. (2006). Response and non-response to a quality-of-life question on sexual life: A case study of the simple mean imputation method. Quality of Life Research, 15(9), 1493–1501.PubMedCrossRef
3.
go back to reference Mullin, V., Cella, D., Chang, C., Eremenco, S., Mertz, M., Lent, L., et al. (2000). Development of three African language translations of the FACT-G. Quality of Life Research, 9, 139–149.PubMedCrossRef Mullin, V., Cella, D., Chang, C., Eremenco, S., Mertz, M., Lent, L., et al. (2000). Development of three African language translations of the FACT-G. Quality of Life Research, 9, 139–149.PubMedCrossRef
4.
go back to reference Fayers, P. M., Curran, D., & Machin, D. (1998). Incomplete quality of life data in randomized trials: Missing items. Statistics in Medicine, 17(5–7), 679–696.PubMedCrossRef Fayers, P. M., Curran, D., & Machin, D. (1998). Incomplete quality of life data in randomized trials: Missing items. Statistics in Medicine, 17(5–7), 679–696.PubMedCrossRef
5.
go back to reference Fairclough, D. F. (2010). Design and analysis of quality of life studies in clinical trials (2nd ed.). Boca Raton, Fl: Chapman & Hall/CRC. Fairclough, D. F. (2010). Design and analysis of quality of life studies in clinical trials (2nd ed.). Boca Raton, Fl: Chapman & Hall/CRC.
6.
go back to reference Bell, M. L., & Fairclough, D. L. (2013). Practical and statistical issues in missing data for longitudinal patient reported outcomes. Statistical Methods in Medical Research. First published online 19 Feb 2013. Bell, M. L., & Fairclough, D. L. (2013). Practical and statistical issues in missing data for longitudinal patient reported outcomes. Statistical Methods in Medical Research. First published online 19 Feb 2013.
7.
go back to reference Fairclough, D. L., & Cella, D. F. (1996). Functional assessment of cancer therapy (FACT-G): Non-response to individual questions. Quality of Life Research, 5(3), 321–329.PubMedCrossRef Fairclough, D. L., & Cella, D. F. (1996). Functional assessment of cancer therapy (FACT-G): Non-response to individual questions. Quality of Life Research, 5(3), 321–329.PubMedCrossRef
8.
go back to reference Butow, P., Aldridge, L., Bell, M., Sze, M., Eisenbruch, M., Jefford, M., et al. (2012). Inferior quality of life and psychological well-being in immigrant cancer survivors. Paper presented at the Clinical Oncological Society of Australia, Brisbane, Australia. Butow, P., Aldridge, L., Bell, M., Sze, M., Eisenbruch, M., Jefford, M., et al. (2012). Inferior quality of life and psychological well-being in immigrant cancer survivors. Paper presented at the Clinical Oncological Society of Australia, Brisbane, Australia.
9.
go back to reference Sze, M., Butow, P., Bell, M., Goldstein, D., King, M., Girgis, A., et al. (2012). Psychosocial outcomes in first-generation immigrant cancer patients in Australia Paper presented at the Clinical Oncological Society of Australia, Brisbane, Australia. Sze, M., Butow, P., Bell, M., Goldstein, D., King, M., Girgis, A., et al. (2012). Psychosocial outcomes in first-generation immigrant cancer patients in Australia Paper presented at the Clinical Oncological Society of Australia, Brisbane, Australia.
10.
go back to reference Cella, D. F., Tulsky, D. S., Gray, G., Sarafian, B., Linn, E., Bonomi, A., et al. (1993). The functional assessment of cancer therapy scale: Development and validation of the general measure. Journal of Clinical Oncology, 11(3), 570–579.PubMed Cella, D. F., Tulsky, D. S., Gray, G., Sarafian, B., Linn, E., Bonomi, A., et al. (1993). The functional assessment of cancer therapy scale: Development and validation of the general measure. Journal of Clinical Oncology, 11(3), 570–579.PubMed
11.
go back to reference Bonevski, B., Sanson-Fisher, R., Girgis, A., Burton, L., Cook, P., Boyes, A., et al. (2000). Evaluation of an instrument to assess the needs of patients with cancer. Cancer, 88(1), 217–225.PubMedCrossRef Bonevski, B., Sanson-Fisher, R., Girgis, A., Burton, L., Cook, P., Boyes, A., et al. (2000). Evaluation of an instrument to assess the needs of patients with cancer. Cancer, 88(1), 217–225.PubMedCrossRef
12.
go back to reference Sloan, J. A., Dueck, A. C., Erickson, P. A., Guess, H., Revicki, D. A., & Santanello, N. C. (2007). Analysis and interpretation of results based on patient-reported outcomes. Value in Health, 10(SUPPL. 2), S106–S115.PubMedCrossRef Sloan, J. A., Dueck, A. C., Erickson, P. A., Guess, H., Revicki, D. A., & Santanello, N. C. (2007). Analysis and interpretation of results based on patient-reported outcomes. Value in Health, 10(SUPPL. 2), S106–S115.PubMedCrossRef
13.
go back to reference Webber, K., Mok, K., Bennett, B., Lloyd, A. R., Friedlander, M., Juraskova, I., et al. (2011). If I am in the mood, I enjoy it: An exploration of cancer-related fatigue and sexual functioning in women with breast cancer. Oncologist, 16(9), 1333–1344.PubMedCrossRef Webber, K., Mok, K., Bennett, B., Lloyd, A. R., Friedlander, M., Juraskova, I., et al. (2011). If I am in the mood, I enjoy it: An exploration of cancer-related fatigue and sexual functioning in women with breast cancer. Oncologist, 16(9), 1333–1344.PubMedCrossRef
Metagegevens
Titel
Informatively missing quality of life and unmet needs sex data for immigrant and Anglo-Australian cancer patients and survivors
Auteurs
Melanie L. Bell
Phyllis N. Butow
David Goldstein
Publicatiedatum
01-12-2013
Uitgeverij
Springer Netherlands
Gepubliceerd in
Quality of Life Research / Uitgave 10/2013
Print ISSN: 0962-9343
Elektronisch ISSN: 1573-2649
DOI
https://doi.org/10.1007/s11136-013-0392-y

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