2023
DOI: 10.1093/jncics/pkad070
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Advancing the science of integrating multiple interventions by blending and bundling

Aubrey Villalobos,
David A Chambers

Abstract: Cancer prevention and control research has produced a variety of effective interventions over the years, though most are single disease focused. To meet the Cancer MoonshotSM goal to reduce the cancer death rate by 50% by 2047, it may be necessary to overcome the limitations of siloed interventions that do not meet people’s multiple needs and limitations in system capacity to deliver the increasing number of interventions in parallel. In this article we propose integrating multiple evidence-based interventions… Show more

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Cited by 6 publications
(1 citation statement)
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“…This is likely attributable to the fact that these cancers share risk factors such as alcohol consumption, ethnicity, obesity and smoking, but also infectious diseases 6 . This reinforces the ‘integrating intervention’ paradigm, where interventions are designed to reduce and eliminate multiple cancers instead of tackling individual cancers especially when risk factors are identified (Subramanian et al, 2022, Villalobos and Chambers, 2023). The latter was a designed-in goal of this research, which aimed not only to select the risk factors for each cancer type, but also to find areas with correlated residuals (or in other words residual patterns of co-occurrence)(Pollock et al, 2014) which are indicative of the presence of factors or biological processes associated to both cancers, but not considered in the model (Jahan et al, 2020).…”
Section: Discussionmentioning
confidence: 56%
“…This is likely attributable to the fact that these cancers share risk factors such as alcohol consumption, ethnicity, obesity and smoking, but also infectious diseases 6 . This reinforces the ‘integrating intervention’ paradigm, where interventions are designed to reduce and eliminate multiple cancers instead of tackling individual cancers especially when risk factors are identified (Subramanian et al, 2022, Villalobos and Chambers, 2023). The latter was a designed-in goal of this research, which aimed not only to select the risk factors for each cancer type, but also to find areas with correlated residuals (or in other words residual patterns of co-occurrence)(Pollock et al, 2014) which are indicative of the presence of factors or biological processes associated to both cancers, but not considered in the model (Jahan et al, 2020).…”
Section: Discussionmentioning
confidence: 56%