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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)
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.
1741-7015
Stannard, Sebastian
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Berrington, Ann
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Ziauddeen, Nida
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Fraser, Simon D.S.
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Paranjothy, Shantini
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Owen, Rhiannon K.
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Alwan, Nisreen A.
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Stannard, Sebastian
0fbf5a1c-abab-4135-a8f9-c3c9f570aaea
Berrington, Ann
bd0fc093-310d-4236-8126-ca0c7eb9ddde
Ziauddeen, Nida
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Fraser, Simon D.S.
135884b6-8737-4e8a-a98c-5d803ac7a2dc
Paranjothy, Shantini
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Owen, Rhiannon K.
ac692db4-4735-4f3e-b8f7-9682a092f354
Alwan, Nisreen A.
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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).

Record type: Article

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.

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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
ORCID for Sebastian Stannard: ORCID iD orcid.org/0000-0002-6139-1020
ORCID for Ann Berrington: ORCID iD orcid.org/0000-0002-1683-6668
ORCID for Nida Ziauddeen: ORCID iD orcid.org/0000-0002-8964-5029
ORCID for Simon D.S. Fraser: ORCID iD orcid.org/0000-0002-4172-4406
ORCID for Nisreen A. Alwan: ORCID iD orcid.org/0000-0002-4134-8463

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Date deposited: 26 Nov 2025 17:48
Last modified: 27 Nov 2025 02:59

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Contributors

Author: Sebastian Stannard ORCID iD
Author: Ann Berrington ORCID iD
Author: Nida Ziauddeen ORCID iD
Author: Shantini Paranjothy
Author: Rhiannon K. Owen

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