Modelling the joint impact of early-life Interventions on adult health: an illustrative example of multiple long-term conditions with role limitations in midlife using the 1970 British Cohort Study (BCS70)
Modelling the joint impact of early-life Interventions on adult health: an illustrative example of multiple long-term conditions with role limitations in midlife using the 1970 British Cohort Study (BCS70)
Background: evidence on how policy interventions early in childhood can prevent or delay multiple long-term conditions (MLTCs) is limited. We modelled prevention scenarios using five early-life domains on the outcome of MLTCs with role-limitation using effectiveness data of combined real-life early interventions.
Methods: our study sample was 6201 participants in the 1970 British Cohort Study. The outcome was MLTCs with role-limitation (i.e. impacting everyday life functioning) as reported by participants at age 46. We constructed adversity scores within early-life domains (from prenatal to age 10) including prenatal to birth, developmental attributes, education, socioeconomic factors and family environment and used adjusted multivariable logistic regression to examine their relationship with the outcome. We generated adjusted population attribution fractions to estimate the reduction in outcome risk if cohort members reduced their adversity scores. Using effect estimates on early-life exposures from evaluations of real-life interventions including Family Hubs, the Family Nurse Partnership and the teenage pregnancy prevention framework, we calculated the absolute reduction in the outcome risk had cohort members been exposed to all three interventions.
Results: reducing early life adversity scores from 3 + to 1, from 3 + to 0, from 2 to 0 in the developmental attributes domain and from 3 + to 2, from 3 + to 0, from 1 to 0 in the prenatal to birth domain, lowered the outcome risk. For the developmental attributes domain, the combined effect of the interventions could result in a 0.5% reduction in MLTCs with role limitations for those with a domain adversity score of 3 +. For the prenatal-birth domain, the combined effect of the interventions could result in a 11.5% and 2.5% reduction in MLTCs with role limitations for those with a domain adversity score of 3 + and 1, respectively.
Conclusions: interventions during pregnancy, the postnatal period and childhood may reduce MLTC risk in midlife.
Stannard, Sebastian
0fbf5a1c-abab-4135-a8f9-c3c9f570aaea
Berrington, Ann
bd0fc093-310d-4236-8126-ca0c7eb9ddde
Ziauddeen, Nida
8b233a4a-9763-410b-90c7-df5c7d1a26e4
Fraser, Simon D.S.
135884b6-8737-4e8a-a98c-5d803ac7a2dc
Paranjothy, Shantini
04acae3d-1dba-48ee-80e4-6f4b85cb8043
Owen, Rhiannon K.
ac692db4-4735-4f3e-b8f7-9682a092f354
Alwan, Nisreen A.
0d37b320-f325-4ed3-ba51-0fe2866d5382
Stannard, Sebastian
0fbf5a1c-abab-4135-a8f9-c3c9f570aaea
Berrington, Ann
bd0fc093-310d-4236-8126-ca0c7eb9ddde
Ziauddeen, Nida
8b233a4a-9763-410b-90c7-df5c7d1a26e4
Fraser, Simon D.S.
135884b6-8737-4e8a-a98c-5d803ac7a2dc
Paranjothy, Shantini
04acae3d-1dba-48ee-80e4-6f4b85cb8043
Owen, Rhiannon K.
ac692db4-4735-4f3e-b8f7-9682a092f354
Alwan, Nisreen A.
0d37b320-f325-4ed3-ba51-0fe2866d5382
Stannard, Sebastian, Berrington, Ann, Ziauddeen, Nida, Fraser, Simon D.S., Paranjothy, Shantini, Owen, Rhiannon K. and Alwan, Nisreen A.
(2025)
Modelling the joint impact of early-life Interventions on adult health: an illustrative example of multiple long-term conditions with role limitations in midlife using the 1970 British Cohort Study (BCS70).
BMC Medicine, 23.
(doi:10.1186/s12916-025-04467-3).
Abstract
Background: evidence on how policy interventions early in childhood can prevent or delay multiple long-term conditions (MLTCs) is limited. We modelled prevention scenarios using five early-life domains on the outcome of MLTCs with role-limitation using effectiveness data of combined real-life early interventions.
Methods: our study sample was 6201 participants in the 1970 British Cohort Study. The outcome was MLTCs with role-limitation (i.e. impacting everyday life functioning) as reported by participants at age 46. We constructed adversity scores within early-life domains (from prenatal to age 10) including prenatal to birth, developmental attributes, education, socioeconomic factors and family environment and used adjusted multivariable logistic regression to examine their relationship with the outcome. We generated adjusted population attribution fractions to estimate the reduction in outcome risk if cohort members reduced their adversity scores. Using effect estimates on early-life exposures from evaluations of real-life interventions including Family Hubs, the Family Nurse Partnership and the teenage pregnancy prevention framework, we calculated the absolute reduction in the outcome risk had cohort members been exposed to all three interventions.
Results: reducing early life adversity scores from 3 + to 1, from 3 + to 0, from 2 to 0 in the developmental attributes domain and from 3 + to 2, from 3 + to 0, from 1 to 0 in the prenatal to birth domain, lowered the outcome risk. For the developmental attributes domain, the combined effect of the interventions could result in a 0.5% reduction in MLTCs with role limitations for those with a domain adversity score of 3 +. For the prenatal-birth domain, the combined effect of the interventions could result in a 11.5% and 2.5% reduction in MLTCs with role limitations for those with a domain adversity score of 3 + and 1, respectively.
Conclusions: interventions during pregnancy, the postnatal period and childhood may reduce MLTC risk in midlife.
Text
s12916-025-04467-3
- Version of Record
More information
Accepted/In Press date: 21 October 2025
e-pub ahead of print date: 18 November 2025
Identifiers
Local EPrints ID: 507088
URI: http://eprints.soton.ac.uk/id/eprint/507088
ISSN: 1741-7015
PURE UUID: 118520a8-ae3b-4329-9875-034809ae7348
Catalogue record
Date deposited: 26 Nov 2025 17:48
Last modified: 27 Nov 2025 02:59
Export record
Altmetrics
Contributors
Author:
Sebastian Stannard
Author:
Nida Ziauddeen
Author:
Shantini Paranjothy
Author:
Rhiannon K. Owen
Download statistics
Downloads from ePrints over the past year. Other digital versions may also be available to download e.g. from the publisher's website.
View more statistics