| Literature DB >> 30140915 |
Ceri Price1, Christina Dalman2, Stanley Zammit1,3, James B Kirkbride4.
Abstract
Importance: Residential mobility (changing residence) during childhood and early adolescence is a possible risk factor for several adverse health outcomes, including psychotic disorders. However, it is unclear whether sensitive periods to residential mobility exist over the life course, including in adulthood, or if greater moving distances, which might disrupt social networks, are associated with a greater psychosis risk. Objective: To examine the association between residential mobility over the life course and the risk of nonaffective psychosis. Design, Setting, and Participants: This prospective cohort study included all people born in Sweden between January 1, 1982, and December 31, 1995, who were alive and resided in Sweden on their 16th birthday who were followed up until up to age 29 years (ending December 2011). Participants were followed until receiving a first diagnosis of an International Statistical Classification of Diseases and Related Health Problems, Tenth Revision (ICD-10) nonaffective psychotic disorder (F20-29), emigration, death, or the end of 2011, whichever was sooner. National register linkage provided exposure, outcome, and covariate data (complete data were available for 1 440 383 participants [97.8%]). Exposures: The exposures to distance moved and the number of residential moves were examined for participants at the following periods over the life course: 0 to 6 years, 7 to 15 years, 16 to 19 years, and 20 years and older.Entities:
Mesh:
Year: 2018 PMID: 30140915 PMCID: PMC6248097 DOI: 10.1001/jamapsychiatry.2018.2233
Source DB: PubMed Journal: JAMA Psychiatry ISSN: 2168-622X Impact factor: 21.596
Cohort Characteristics by Outcome Status
| Variable | Outcome Status (Nonaffective Psychotic Disorder) | χ2 | |||
|---|---|---|---|---|---|
| Yes | No | ||||
| Participants (%) | 4537 (0.31) | 1 435 846 (99.69) | NA | NA | NA |
| Median age (IQR) | 20.9 (19.0-23.3) | 22.4 (19.4-25.8) | 21.6 | NA | <.001 |
| Men (%) | 2746 (60.5) | 737 105 (51.3) | 152.9 | 1 | <.001 |
| Foreign background (%) | 851 (18.8) | 181 462 (12.6) | 153.2 | 1 | <.001 |
| Death of a parent before age 16 y (%) | 173 (3.8) | 32 279 (2.3) | 50.3 | 1 | <.001 |
| Parental history of SMI (%) | 467 (10.3) | 42 695 (3.0) | 833.6 | 1 | <.001 |
| Median maternal age at birth (IQR) | 28.2 (24.4-32.3) | 28.3 (24.9-32.0) | 1.5 | .12 | |
| Income quintile (%) | |||||
| Highest | 67 (1.5) | 307 727 (2.1) | 244.4 | 4 | <.001 |
| 2 | 128 (2.8) | 55 056 (3.8) | |||
| 3 | 305 (6.7) | 139 489 (9.7) | |||
| 4 | 783 (17.3) | 343 889 (24.0) | |||
| Lowest | 3254 (71.7) | 866 685 (60.4) | |||
| Population density at birth (pp km2) | 1255.9 (158.7-3889.6) | 739.3 (48.7-2850.6) | −13.3 | NA | <.001 |
| Educational attainment at age 16 (%) | |||||
| Fail | 650 (14.3) | 64 934 (4.5) | 2566.1 | 4 | <.001 |
| D or E grades | 2622 (57.8) | 863 511 (60.1) | |||
| C grade | 484 (10.7) | 285 199 (19.9) | |||
| A or B grades | 198 (4.4) | 173 691 (12.1) | |||
| Missing | 583 (12.9) | 48 511 (3.4) | |||
| University attendance | |||||
| No | 2312 (82.7) | 621 033 (62.3) | 499.3 | 1 | <.001 |
| Yes | 483 (17.3) | 375 139 (37.7) | |||
| Moved ≥1 times (%), y | |||||
| 0-6 | 2467 (54.4) | 646 645 (45.0) | 159.3 | 1 | <.001 |
| 7-15 | 2148 (47.3) | 504 245 (35.1) | 295.8 | 1 | <.001 |
| 16-19 | 1762 (38.8) | 382 908 (26.7) | 342.1 | 1 | <.001 |
| 20-29 | 1726 (61.8) | 690 316 (69.3) | 74.5 | 1 | <.001 |
| Median cumulative distance moved (km) (10-90th percentile), y | |||||
| 0-6 | 1.2 (0-133.5) | 0 (0-45.5) | −14.4 | NA | <.001 |
| 7-15 | 0 (0-86.3) | 0 (0-27.4) | −19.0 | NA | <.001 |
| 16-19 | 0 (0-64.7) | 0 (0-23.3) | −18.7 | NA | <.001 |
| 20-29 | 0 (0-332.6) | 0 (0-416.8) | 9.9 | NA | <.001 |
Abbreviations: df, degrees of freedom; IQR, interquartile range; NA, not applicable; SMI, severe mental illness.
Row percentage.
Mann-Whitney U test for nonnormally distributed data.
Among those who did not exit the cohort before age 20 years (n = 998 967 [69.4%]).
For descriptive purposes, the number and proportion of people who moved 1 or more times in each period are displayed. A categorical variable (0,1,2,3, ≥4) was used for modeling purposes.
The 10th-90th percentile is reported in favor of the interquartile range, given substantial skew in the distribution of the exposures.
Figure 1. Residential Mobility by Number of Moves and Outcome Status by Age Period
At ages 0 to 6 (A), 7 to 15 (B), and 16 to 19 years (C) the proportion of cases who moved once or more was greater than in the population at risk. By contrast, at 20 years and older (D), case participants were more likely to have never moved than the population at risk. Percentages in the 20 years or older group were estimated from participants who were not censored before this age (n = 998 967 [69.9%]). Percentages at all other age ranges were based on the full sample (N = 1 440 383). At age 16 to 19 years, the maximum number of possible moves during this period is 4.
Hazard Ratios (HR) for Nonaffective Psychosis by Number and Distance of Moves in Each Age Period
| Exposures | Cases, No. (%) | HR (95% CI) | ||||
|---|---|---|---|---|---|---|
| Crude | Adjustment 1 | Adjustment 2 | Adjustment 3 | Adjustment 4 | ||
| Age 0-6, y | ||||||
| 1 move | 1416 (31.2) | 1.29 (1.21-1.38) | 1.13 (1.04-1.21) | NA | NA | NA |
| 2 moves | 696 (15.3) | 1.81 (1.66-1.97) | 1.47 (1.32-1.62) | NA | NA | NA |
| 3 moves | 241 (5.4) | 1.92 (1.68-2.20) | 1.46 (1.25-1.70) | NA | NA | NA |
| ≥4 moves | 114 (2.5) | 2.51 (2.08-3.03) | 1.83 (1.48-2.26) | NA | NA | NA |
| Distance (square root) | NA | 1.37 (1.31-1.43) | 1.13 (1.06-1.19) | NA | NA | NA |
| Age 7-15, y | ||||||
| 1 move | 1062 (23.4) | 1.44 (1.34-1.55) | 1.24 (1.15-1.34) | 1.22 (1.13-1.32) | NA | NA |
| 2 moves | 580 (12.8) | 1.94 (1.77-2.13) | 1.58 (1.43-1.75) | 1.51 (1.36-1.68) | NA | NA |
| 3 moves | 288 (6.4) | 2.41 (2.13-2.72) | 1.86 (1.62-2.13) | 1.74 (1.52-2.01) | NA | NA |
| ≥4 moves | 218 (4.8) | 2.99 (2.60-3.44) | 2.14 (1.82-2.53) | 1.95 (1.65-2.31) | NA | NA |
| Distance (square root) | NA | 1.52 (1.46-1.59) | 1.16 (1.09-1.23) | 1.11 (1.05-1.19) | NA | NA |
| Age 16-19, y | ||||||
| 1 move | 1125 (24.8) | 1.45 (1.35-1.55) | 1.47 (1.36-1.59) | 1.35 (1.25-1.47) | 1.28 (1.18-1.39) | NA |
| 2 moves | 497 (11.0) | 2.47 (2.25-2.72) | 2.45 (2.20-2.74) | 2.08 (1.85-2.33) | 1.79 (1.60-2.01) | NA |
| 3 moves | 117 (2.6) | 2.61 (2.17-3.14) | 2.55 (2.09-3.11) | 2.00 (1.63-2.45) | 1.57 (1.28-1.92) | NA |
| ≥4 moves | 23 (0.5) | 3.96 (2.62-5.97) | 3.87 (2.54-5.90) | 2.88 (1.89-4.40) | 1.99 (1.30-3.05) | NA |
| Distance (square root) | NA | 1.32 (1.26-1.40) | 0.98 (0.92-1.06) | 0.95 (0.88-1.02) | 0.99 (0.98-1.03) | NA |
| Age ≥20, y | ||||||
| 1 move | 787 (28.2) | 0.82 (0.74-0.89) | 1.11 (1.01-1.22) | 1.04 (0.94-1.14) | 1.05 (0.96-1.16) | 1.04 (0.94-1.14) |
| 2 moves | 491 (17.6) | 0.69 (0.62-0.78) | 1.18 (1.04-1.33) | 1.05 (0.93-1.19) | 1.07 (0.95-1.21) | 1.05 (0.93-1.18) |
| 3 moves | 254 (9.1) | 0.70 (0.61-0.81) | 1.46 (1.25-1.71) | 1.25 (1.07-1.47) | 1.27 (1.08-1.49) | 1.23 (1.05-1.44) |
| ≥4 moves | 194 (6.9) | 0.88 (0.75-1.05) | 2.35 (1.95-2.84) | 1.91 (1.58-2.31) | 1.91 (1.58-2.30) | 1.82 (1.51-2.20) |
| Distance (square root) | NA | 0.60 (0.57-0.63) | 0.58 (0.54-0.61) | 0.56 (0.53-0.60) | 0.60 (0.56-0.63) | 0.67 (0.63-0.71) |
Abbreviation: NA, not applicable.
Adjustment 1: age, quadratic age, sex, foreign background, parental history of severe mental illness, parental death before age 16 years, disposable income quintile, mother’s age at participant birth, population density at birth (log transformed people per square kilometer), and distance moved in age period.
Adjustment 2: adjustment 1 + number of and distance moved at previous ages.
Adjustment 3: adjustment 2 + educational attainment at age 15 to 16 years.
Adjustment 4: adjustment 3 + university attendance.
Reference group for number of moves: 0 moves.
A nonlinear distance function (square root transformation) was provided to better fit to the data than a linear term; assessed via Akaike Information Criterion (Figure 2; eTable 3 in the Supplement).
After age 20 years, model was restricted to cohort not censored before this point (n = 998 967).
Figure 2. Predicted Hazard of Nonaffective Psychotic Disorder by Cumulative Distance Moved in Each Age Period
Relative hazard of nonaffective psychotic disorder by cumulative distance between ages 0 to 6 (A), 7 to 15(B), 16 to 19 (C), and 20 or more years (D). Distances are displayed per 100 km up to a total of 1000 km. The shading denotes 95% CIs. Each model is based on the predicted relative hazard following modeling that was adjusted for the covariates listed in adjustment 2 (Table 2). Distances moved before age 16 years displayed a strong nonlinear trend, such that the relative hazard of nonaffective psychosis increased most quickly over shorter move distances (ie, within 30 km) before increasing at a slower rate over longer distances (with less certainty around point estimates). Distance moved between age 16 to 19 years was best modeled as a linear predictor, with no significant differences in the relative hazard of nonaffective psychosis observed by distance (Table 2). Cumulative distances moved after age 20 years were associated with a strong, nonlinear reduction in the relative hazard of nonaffective psychosis, particularly for moves up to approximately 30 km.
Risk of Developing Nonaffective Psychosis by Distance Moved Among Those Who Moved Once vs Never Having Moved in Each Age Period
| Distance Moved | Adjusted HR |
|---|---|
| Age 0-6, y | |
| No moves | 1 [Reference] |
| <5 km | 1.11 (1.01-1.22) |
| 5-29 km | 1.14 (1.03-1.26) |
| 30-99 km | 1.47 (1.25-1.74) |
| 100-499 km | 1.37 (1.04-1.50) |
| >500 km | 1.58 (1.08-2.34) |
| Age 7-15, y | |
| No moves | 1 [Reference] |
| <5 km | 1.16 (1.05-1.28) |
| 5-29 km | 1.27 (1.14-1.42) |
| 30-99 km | 1.61 (1.32-1.95) |
| 100-499 km | 1.37 (1.10-1.70) |
| >500 km | 1.58 (0.99-2.53) |
| Age, 16-19, y | |
| No moves | 1 [Reference] |
| <5 km | 1.10 (0.99-1.23) |
| 5-29 km | 1.10 (0.99-1.22) |
| 30-99 km | 1.09 (0.92-1.30) |
| 100-499 km | 1.03 (0.87-1.22) |
| >500 km | 0.82 (0.53-1.27) |
| Age, ≥20, y | |
| No moves | 1 [Reference] |
| <5 km | 0.41 (0.36-0.46) |
| 5-29 km | 0.24 (0.21-0.27) |
| 30-99 km | 0.20 (0.16-0.24) |
| 100-499 km | 0.16 (0.13-0.19) |
| >500 km | 0.08 (0.05-0.12) |
Abbreviation: HR, hazard ratio.
Adjusted for age, quadratic age, sex, foreign background, family history of severe mental illness, parental death before age 16 years, disposable income quintile, mother’s age at participant birth, population density at birth (log transformed people per square kilometer,) and distance and number of moves (categorical) in previous age periods (except age 0-6 years).