| Literature DB >> 34556774 |
Mandy Vogel1,2, Mandy Geserick3,4, Ruth Gausche3,4, Christoph Beger3,4, Tanja Poulain3,4, Christof Meigen3,4, Antje Körner3,4, Eberhard Keller3,4, Wieland Kiess3,4, Roland Pfäffle3,4.
Abstract
BACKGROUND/Entities:
Mesh:
Year: 2021 PMID: 34556774 PMCID: PMC8458556 DOI: 10.1038/s41366-021-00968-2
Source DB: PubMed Journal: Int J Obes (Lond) ISSN: 0307-0565 Impact factor: 5.095
Fig. 1Trends in ΔBMI-SDS, HPC, and HNC between 2005 and 2019 modeled via linear additive mixed models by age group.
A Trends in ΔBMI-SDS are shown as lines; points indicate yearly means ± 95% confidence levels. Between 2005 and 2019 (pre-pandemic), the trends were mainly stable, showing only a slight increase. From 2019 (prepandemic)to 2020 (after the onset of anti-pandemic measures), we found a substantial increase, less pronounced in the oldest age group. B The trends in the proportions of children with HPC show the same pattern as we found for ΔBMI-SDS. The patterns were also similar across the age groups but at higher levels for younger children. C Theinverse trends were found for the proportions of children with HNC. There was a small negative trend between 2005 and 2019. Between 2019 (pre-pandemic) and 2020, the proportions of children with HNC decreased substantially. The drop was less pronounced in the oldest age group.
Fig. 2Trends in ΔBMI-SDS, HPC, and HNC between 2005 and 2019 modeled via linear additive mixed models by weight group.
A Trends in ΔBMI-SDS are shown as lines; points indicate yearly means ± 95% confidence levels. Between 2005 and 2019 (pre-pandemic), the trends were mainly stable, showing only a slight increase. From 2019 (pre-pandemic) to 2020 (after the onset of anti-pandemic measures), we found a substantial increase for all weight groups. B The trends in the proportions of children with HPC show the same pattern as we found for ΔBMI-SDS. However, the increase between 2019 (pre-pandemic) and 2020 was substantially stronger for children already affected by overweight and obesity. C The inverse trends were found for the proportions of children with HNC. There was a small negative trend between 2005 and 2019 for the normal weight and overweight subgroups. The trend was substantially stronger in children with obesity. Between 2019 (pre-pandemic) and 2020, the proportions of children with HNC decreased substantially. Again, the drop was most pronounced in children already affected by overweight or obesity.
Characteristics of the study population stratified by year.
| 2005 | 2006 | 2007 | 2008 | 2009 | 2010 | 2011 | 2012 | |
| Male | 9153 (51%) | 8603 (51%) | 8407 (51%) | 9392 (51%) | 9609 (53%) | 8935 (53%) | 8794 (53%) | 8744 (53%) |
| Female | 8718 (49%) | 8154 (49%) | 8071 (49%) | 8877 (49%) | 8527 (47%) | 8021 (47%) | 7922 (47%) | 7727 (47%) |
| 6.89 (4.41) | 6.70 (4.31) | 6.77 (4.41) | 6.79 (4.31) | 6.72 (4.35) | 6.87 (4.37) | 6.91 (4.39) | 6.86 (4.43) | |
| 0.50 (0.16) | 0.50 (0.16) | 0.50 (0.16) | 0.48 (0.16) | 0.48 (0.17) | 0.48 (0.17) | 0.48 (0.16) | 0.49 (0.16) | |
| Underweight | 1465 (8%) | 1321 (8%) | 1423(9%) | 1653 (9%) | 1715 (9%) | 1656 (10%) | 1635 (10%) | 1622 (10%) |
| Normal weight | 13,528 (76%) | 12,819 (77%) | 12,491 (76%) | 13,743 (75%) | 13,534 (75%) | 12,484 (74%) | 12,321 (74%) | 11,974 (73%) |
| Overweight | 1643 (9%) | 1440 (9%) | 1397 (8%) | 1585 (9%) | 1595 (9%) | 1509 (9%) | 1456 (9%) | 1492 (9%) |
| Obese | 1235 (7%) | 1177 (7%) | 1167 (7%) | 1288 (7%) | 1292 (7%) | 1307 (8%) | 1304 (8%) | 1383 (8%) |
| 0.19 (1.11) | 0.18 (1.09) | 0.18 (1.11) | 0.17 (1.12) | 0.15 (1.14) | 0.17 (1.15) | 0.16 (1.16) | 0.19 (1.16) | |
| 0.17 (1.10) | 0.15 (1.10) | 0.15 (1.11) | 0.15 (1.11) | 0.16 (1.12) | 0.17 (1.14) | 0.17 (1.14) | 0.19 (1.16) | |
| 0.00 (0.27) | –0.02 (0.27) | –0.01 (0.27) | 0.00 (0.28) | 0.01 (0.29) | 0.01 (0.29) | 0.01 (0.29) | 0.01 (0.28) | |
| 2013 | 2014 | 2015 | 2016 | 2017 | 2018 | 2019 | 2020 | |
| Male | 7463 (54%) | 8246 (53%) | 9101 (53%) | 9116 (53%) | 7822 (52%) | 5279 (49%) | 5921 (53%) | 5248 (54%) |
| Female | 6491 (47%) | 7421 (47%) | 8047 (47%) | 8091 (47%) | 7188 (48%) | 5424 (51%) | 5351 (47%) | 4441 (46%) |
| 7.14 (4.51) | 7.24 (4.55) | 7.12 (4.52) | 7.18 (4.56) | 7.39 (4.55) | 7.73 (4.67) | 7.75 (4.66) | 7.83 (4.70) | |
| 0.48 (0.17) | 0.48 (0.17) | 0.48 (0.16) | 0.47 (0.16) | 0.46 (0.16) | 0.46 (0.16) | 0.46 (0.17) | 0.50 (0.16) | |
| Underweight | 1371 (10%) | 1473 (9%) | 1568 (9%) | 1613 (9%) | 1500 (10%) | 1080 (10%) | 1120 (10%) | 1040 (11%) |
| Normal weight | 10,053 (72%) | 11,410 (73%) | 12,728 (74%) | 12,782 (74%) | 10,817 (72%) | 7526 (70%) | 7882 (70%) | 6688 (69%) |
| Overweight | 1235 (9%) | 1430 (9%) | 1496 (9%) | 1442 (8%) | 1394 (9%) | 1024 (10%) | 1081 (10%) | 901 (9%) |
| Obese | 1295 (9%) | 1354 (9%) | 1356 (8%) | 1370 (8%) | 1299 (9%) | 1073 (10.0%) | 1189 (10%) | 1060 (11%) |
| 0.19 (1.19) | 0.19 (1.18) | 0.18 (1.15) | 0.17 (1.16) | 0.19 (1.19) | 0.23 (1.24) | 0.23 (1.24) | 0.24 (1.26) | |
| 0.20 (1.18) | 0.18 (1.17) | 0.19 (1.14) | 0.18 (1.15) | 0.21 (1.18) | 0.22 (1.23) | 0.25 (1.22) | 0.33 (1.26) | |
| 0.01 (0.28) | 0.00 (0.28) | 0.01 (0.28) | 0.01 (0.28) | 0.02 (0.29) | 0.00 (0.28) | 0.01 (0.29) | 0.06 (0.28) | |
Overview of the effects for trends between 2005 and 2019 and between 2019 and 2020.
| ΔBMI-SDS | Proportion high positive | Proportion high negative | |||||||
|---|---|---|---|---|---|---|---|---|---|
| Per 1 year | Cumulative effect 2005–2019 | Per 1 year | Cumulative effect 2005–2019 | Per 1 year | Cumulative effect 2005–2019 | ||||
| Overall | 0.001 [0.001, 0.002] | 0.021 [0.017, 0.026] | 1.009 [1.007, 1.011] | 1.142 [1.104, 1.181] | 0.989 [0.987, 0.992] | 0.851 [0.823, 0.880] | |||
| Per age group | |||||||||
| 1–6 years | 0.002 [0.001, 0.002] | 0.025 [0.017, 0.032] | 1.008 [1.004, 1.012] | 1.126 [1.065, 1.191] | 0.994 [0.990, 0.997] | 0.907 [0.859, 0.959] | |||
| 6–12 years | 0.001 [0.001, 0.002] | 0.021 [0.012, 0.031] | 1.014 [1.010, 1.019] | 1.239 [1.153, 1.332] | 0.986 [0.982, 0.991] | 0.813 [0.758, 0.872] | |||
| 12–18 years | 0.001 [0.000, 0.002] | 0.015 [0.003, 0.028] | 1.010 [1.004, 1.016] | 1.163 [1.059, 1.276] | 0.992 [0.986, 0.999] | 0.891 [0.811, 0.979] | |||
| Per weight group | |||||||||
| Underweight | 0.001 [–0.000, 0.002] | 0.015 [–0.003, 0.033] | 1.005 [0.996, 1.014] | 1.074 [0.939, 1.228] | 0.999 [0.989, 1.008] | 0.978 [0.843, 1.135] | |||
| Normal weight | 0.001 [0.001, 0.002] | 0.020 [0.013, 0.026] | 1.009 [1.006, 1.012] | 1.147 [1.093, 1.203] | 0.991 [0.988, 0.994] | 0.874 [0.834, 0.916] | |||
| Overweight | 0.001 [–0.000, 0.002] | 0.016 [–0.002, 0.034] | 1.007 [0.997, 1.017] | 1.105 [0.953, 1.281] | 0.991 [0.982, 1.000] | 0.870 [0.762, 0.993] | |||
| Obese | 0.003 [0.001, 0.004] | 0.041 [0.021, 0.060] | 1.026 [1.015, 1.037] | 1.470 [1.248, 1.733] | 0.968 [0.959, 0.977] | 0.612 [0.531, 0.705] | |||
| Overall | 0.048 [0.039, 0.056] | 1.384 [1.301, 1.472] | 0.702 [0.658, 0.750] | ||||||
| Per age group | |||||||||
| 1–6 years | 0.062 [0.047, 0.078] | 1.364 [1.221, 1.522] | 0.677 [0.604, 0.759] | ||||||
| 6–12 years | 0.051 [0.034, 0.069] | 1.562 [1.377, 1.773] | 0.613 [0.535, 0.703] | ||||||
| 12–18 years | 0.016 [–0.005, 0.037] | 1.203 [1.032, 1.402] | 0.918 [0.782, 1.078] | ||||||
| Per weight group | |||||||||
| Underweight | 0.035 [0.004, 0.067] | 1.153 [0.910, 1.461] | 0.760 [0.580, 0.995] | ||||||
| Normal weight | 0.046 [0.034, 0.059] | 1.337 [1.222, 1.463] | 0.732 [0.667, 0.804] | ||||||
| Overweight | 0.062 [0.029, 0.095] | 1.670 [1.294, 2.155] | 0.640 [0.498, 0.822] | ||||||
| Obese | 0.044 [0.014, 0.075] | 1.850 [1.453, 2.354] | 0.554 [0.433, 0.709] | ||||||