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. Author manuscript; available in PMC: 2014 Feb 1.
Published in final edited form as: J Dev Orig Health Dis. 2013 Feb;4(1):10–29. doi: 10.1017/S2040174412000499

Table 3.

Effects of early-life conditions on adult functionality/disability

Outcomea Measureb Category Effects Country
At least one ADL Height (continuous) Child Nutrition 0.96** Mexico62
Current smoking Adult Lifestyle 1.07
Heavy drinking Adult Lifestyle 2.64**
At least one ADL Never/rarely suffered from severe sickness Child Health 0.70*** (m), 0.74*** (f) China72
Adequate medical service for childhood illnesses Child SES 0.82* (m), 0.78***(f)
Father’s occupation professional Child SES 0.90 (m), 1.17 (f)
Survival status of parents at age 10 Child SES
Ref: at least one 1.00
Both parents alive 1.06 (m), 1.01 (f)
Missing 1.51*** (m), 1.29** (f)
Some schooling Child SES 0.96 (m), 1.03 (f)
Place of birth (urban) Child SES 1.01 (m), 1.02 (f)
Currently smokes Adult Lifestyle 0.72*** (m), 1.01 (f)
Currently drinks heavily Adult Lifestyle 0.67*** (m), 1.05 (f)
Currently exercises regularly Adult Lifestyle 0.65*** (m), 0.73*** (f)
At least one ADL Child health problems + poor child SES Child Health, SES 2.46–7.54** LAC69
At least one ADL Child health problems + poor child SES Child Health, SES 2.36–10.18** PR69
At least one ADL Had both parents alive at age 10 Child Health 0.82** China74,c
Lived in urban area Child SES 1.22*
Leisure activity index Adult Lifestyle 0.78***
Smoked in the past 5 years Adult Lifestyle 0.95
Alcoholic use in the past 5 years Adult Lifestyle 1.00
Regular exercise in the past 5 years Adult Lifestyle 1.08
Number of lower body limitations Went to bed hungry d Child Nutrition 1.45** Mexico73
Health problemse Child Health 1.28**
Mother’s education Child Health, Nutrition 1.00 – none
0.89* – elementary
0.69* – Junior high+
Father’s occupation Child SES 1.00 – agriculture
0.82 – office/professional
0.90 – other non-agricultural
1.21* – other (child care, occupation not in questionnaire, or did not work)
0.90 – had no father
Born high migration state Child SES 0.83**
Smoking Child and Adult Lifestyle 1.45** – start <age 16
1.12* – start age 16+

ADL, activities of daily living; Gender models noted by: m, males; f, females; SES, socioeconomic status; LAC, Latin American and Caribbean major cities; PR, Puerto Rico.

Notes: Shown are odds ratios that reflect net effects after controlling for covariates that varied from study to study but in most instances included age, gender and education. One study69 controlled for adult lifestyle but did not report the results.

a

Functionality was defined using either ADLs95 or the Nagi96 items.

Huang et al.73 included eight Nagi items to measure functional performance: difficulty with running a mile, walking several blocks, walking one block, climbing several flights of stairs, climbing one flight of stairs, sitting for two hours, getting up from a chair after sitting for long periods and stooping, kneeling and crouching.

Studies that used ADLs to define functionality differed slightly in the items that comprised ADLs. The Yi et al.72 measured functionality using eating, dressing, indoor transferring, using the toilet, bathing and incontinence. Wen and Gu74 measured functionality using bathing, dressing, eating, indoor transferring, toileting and incontinence. The LAC 69 measured functionally using going across the room, dressing, bathing, eating, getting up and laying down in bed and going to the bathroom.

b

Measures for nutrition, health, SES and lifestyle were defined slightly differently from country to country.

Measures of childhood nutrition were defined in the following manner: (1) height [continuous (cm)];62 and (2) went to bed hungry [yes (no)].73

Measures of childhood health were defined in the following manner: (1) childhood health problems +poor childhood SES [yes (no)];69 (2) health problems [yes (no)];73 (3) never/rarely suffered from a severe illness [yes (no)];72 and (4) mother’s education [no school (reference group), some elementary, completed elementary, more than elementary].73

Measures of childhood SES were defined in the following manner: (1) poor childhood SES [yes (no)];69 (2) adequate medical service for childhood illnesses [yes (no)];72 (3) father’s occupation professional [yes (no)];72 (4) father’s occupation [agricultural (reference group), professional, other non-agricultural, housework/other];73 (5) survival status of parents at respondent’s age 10 [at least one parent died (reference group), both living, missing];72 (6) had both parents alive at age 10 [yes (no)];74 (7) some schooling [yes (no)];72 (8) place of birth – urban [yes (no)];72, 74 and (9) born in high migration state [yes (no)].73

Measures of adult lifestyle were defined in the following manner: (1) smoking: current smoker [yes (no)];62, 72 never smoked (reference group), started smoking before age 16, started smoking at age 16 or older;73 smoked in the past 5 years [yes (no)];74 (2) drinking: heavy drinker (reports 5+ drinks per day in the past year);62 drinks heavily [defined as 400 g of beer per day (yes (no))];72 drank in the past 5 years [yes (no)];74 (3) exercising: exercises regularly [yes (no)];72 regularly exercised in the past 5 years [yes (no)];74 and (4) leisure activity index (an index developed to encompass a range of activities shown to impact health conditions at older ages including gardening, raising pets, outdoor activities, reading, playing cards, listening to radio, watching television and social activities).74

c

Only select variables were included from Wen and Gu74 due to space constraints.

d

Some measures shown in the table can also be interpreted as measures of childhood SES. Mexico73 interpreted health problems and went to bed hungry as indicators of childhood nutritional deprivation and poor health.

e

Health problems in Huang et al.73 included at least one of the following: tuberculosis, rheumatic fever, polio, typhoid fever or a serious blow to the head that made the respondent faint.

*

P <0.05;

**

P <0.01;

***

P <0.001.