Purpose: This systematic review and meta-analysis aimed to investigate the overall effects of self-regulation interventions for children living in poverty. Methods: The initial search identified 473 publications of randomized controlled trials, including 25 that met the inclusion criteria. We used a random effect meta-analysis with robust variance estimation to calculate the overall and subgroup effects. Meta-regression was used to examine the moderating effects of intervention approach, outcome category, measurement approach, and participant age. Results: A small to medium but significant overall impact was found (g = 0.35, 95% confidence interval = [0.29, 0.41]). Behavioral interventions had the greatest overall effect and greatest subgroup effects on behavioral outcomes and emotional outcomes. Age and measurement approach were found to have significant moderating effects. Conclusions: Behavioral interventions should be put more attention to during the self-regulation intervention on children living in poverty. In addition, inducing the intervention for children at younger ages might be more efficient.
AdamkovičM. (2019). Objective poverty and willingness to delay gratification: Do different poverty thresholds and cognitive load matter?Economic Psychology, 32(2), 284–293. https://www.researchgate.net/publication/335703865
2.
AntleA. N.ChesickL.SridharanS. K.CramerE. (2018). East meets West: A mobile brain-computer system that helps children living in poverty learn to self-regulate. Personal and Ubiquitous Computing, 22(2018), 839–866. https://doi.org/10.1007/s00779-018-1166-x
3.
BanduraA. (1969). Social-learning theory of identificatory processes. In D. A. Goslin (Ed.), Handbook of socialization theory and research (pp. 213–262). Rand McNally and Company.
4.
BarabásG.Michalska-SmithM. J.AllesinaS. (2017). Self-regulation and the stability of large ecological networks. Nature Ecology & Evolution, 1(12), 1870–1875. https://doi.org/10.1038/s41559-017-0357-6
5.
BlairC.RaverC. C. (2014). Closing the achievement gap through modification of neurocognitive and neuroendocrine function: Results from a cluster randomized controlled trial of an innovative approach to the education of children in kindergarten. PLoS One, 9(11), e112393–e112405. https://doi.org/10.1371/journal.pone.0112393
6.
Boersma-van DamE.van de SchootR.EngelhardI. M.Van LoeyN. E. (2022). Posttraumatic stress symptoms and interpersonal processes in burn survivors and their partners. European Journal of Psychotraumatology, 13(2), 2151097–2151011. https://doi.org/10.1080/20008066.2022.2151097
7.
BollandJ. M. (2003). Hopelessness and risk behaviour among adolescents living in high-poverty inner-city neighbourhoods. Journal of Adolescence, 26(2), 145–158. https://doi.org/10.1016/S0140-1971(02)00136-7
8.
BoxmeyerC. L.MillerS.RomeroD. E.PowellN. P.JonesS.QuL.TuellerS.LochmanJ. E. (2021). Mindful coping power: Comparative effects on children’s reactive aggression and self-regulation. Brain Sciences, 11(9), 1119–1138. https://doi.org/10.3390/brainsci11091119
9.
BradleyR. T.GalvinP.AtkinsonM.TomasinoD. (2012). Efficacy of an emotion self-regulation program for promoting development in preschool children. Global Advances in Health and Medicine, 1(1), 36–50. https://doi.org/10.7453/gahmj.2012.1.1.010
10.
BrotmanL. M.Dawson-McClureS.KamboukosD.HuangK. Y.CalzadaE. J.GoldfeldK.PetkovaE. (2016). Effects of ParentCorps in prekindergarten on child mental health and academic performance: Follow-up of a randomized clinical trial through 8 years of age. JAMA Pediatrics, 170(12), 1149–1155. https://doi.org/10.1001/jamapediatrics.2016.1891
11.
BrownE. D.BlumenthalM. A.AllenA. A. (2022). The sound of self-regulation: Music program relates to an advantage for children at risk. Early Childhood Research Quarterly, 60(2022), 126–136. https://doi.org/10.1016/j.ecresq.2022.01.002
12.
ChanD. K.Lentillon-KaestnerV.DimmockJ. A.DonovanR. J.KeatleyD. A.HardcastleS. J.HaggerM. S. (2015). Self-control self-regulation, and doping in sport: A test of the strength-energy model. Journal of Sport and Exercise Psychology, 37(2), 199–206. https://doi.org/10.1123/jsep.2014-0250
ClarkR.MennaR.McAndrewA. J.JohnsonE. M. (2021). Language, aggression, and self-regulation in young children. Journal of Emotional and Behavioral Disorders, 29(3), 135–147. https://doi.org/10.1177/1063426620937691
15.
ClarkS. E.Ste-MarieD. M. (2007). The impact of self-as-a-model interventions on children's self-regulation of learning and swimming performance. Journal of Sports Sciences, 25(5), 577–586. https://doi.org/10.1080/02640410600947090
16.
CochranW. G. (1954). The combination of estimates from different experiments. Biometrics, 10(1), 101–129. https://doi.org/10.2307/3001666
17.
CrinoN.TouyzS.RiegerE. (2019). How eating disordered and non-eating disordered women differ in their use (and effectiveness) of cognitive self-regulation strategies for managing negative experiences. Eating and Weight Disorders-Studies on Anorexia, Bulimia and Obesity, 24, 897–904. https://doi.org/10.1007/s40519-017-0448-z
18.
Dawson-McClureS.CalzadaE.HuangK. Y.KamboukosD.RhuleD.KolawoleB.PetkovaE.BrotmanL. M. (2015). A population-level approach to promoting healthy child development and school success in low-income, urban neighborhoods: Impact on parenting and child conduct problems. Prevention Science, 16(2015), 279–290. https://doi.org/10.1007/s11121-014-0473-3
19.
DiamondA.LeeK. (2011). Interventions shown to aid executive function development in children 4 to 12 years old. Science, 333(6045), 959–964. https://doi.org/10.1126/science.1204529
20.
DuranC. A.GrissmerD. W. (2020). Choosing immediate over delayed gratification correlates with better school-related outcomes in a sample of children of color from low-income families. Developmental Psychology, 56(6), 1107–1120. https://doi.org/10.1037/dev0000920
FordR. M.McDougallS. J.EvansD. (2009). Parent-delivered compensatory education for children at risk of educational failure: Improving the academic and self-regulatory skills of a sure start preschool sample. British Journal of Psychology, 100(4), 773–797. https://doi.org/10.1348/000712609X406762
26.
GagneJ. R.NwadinobiO. K. (2018). Self-control interventions that benefit executive functioning and academic outcomes in early and middle childhood. Early Education and Development, 29(7), 971–987. https://doi.org/10.1080/10409289.2018.1496721
27.
GengY.GuJ.WangJ.ZhangR. (2021). Smartphone addiction and depression, anxiety: The role of bedtime procrastination and self-control. Journal of Affective Disorders, 293(2021), 415–421. https://doi.org/10.1016/j.jad.2021.06.062
28.
GöllnerL. M.BallhausenN.KliegelM.ForstmeierS. (2018). Delay of gratification, delay discounting and their associations with age, episodic future thinking, and future time perspective. Frontiers in Psychology, 8(2017), 2304–2318. https://doi.org/10.3389/fpsyg.2017.02304
29.
HaggerM. S. (2010). Sleep, self-regulation, self-control and health. Stress and Health, 26(3), 181–185. https://doi.org/10.1002/smi.1345
30.
HedgesL. V.TiptonE.JohnsonM. C. (2010). Robust variance estimation in meta-regression with dependent effect size estimates. Research Synthesis Methods, 1(1), 39–65. https://doi.org/10.1002/jrsm.5
HepworthA. D.BerlinL. J.MartoccioT. L.CannonE. N.BergerR. H.HardenB. J. (2020). Supporting infant emotion regulation through attachment-based intervention: A randomized controlled trial. Prevention Science, 21(2020), 702–713. https://doi.org/10.1007/s11121-020-01127-1
33.
HigginsJ. P.ThompsonS. G. (2002). Quantifying heterogeneity in a meta-analysis. Statistics in Medicine, 21(11), 1539–1558. https://doi.org/10.1002/sim.1186
34.
HughesC.ClineT. (2015). An evaluation of the preschool PATHS curriculum on the development of preschool children. Educational Psychology in Practice, 31(1), 73–85. https://doi.org/10.1080/02667363.2014.988327
35.
HughesS. O.PowerT. G.BeckA. D.BetzD.GoodellL. S.HopwoodV.JaramilloJ. A.LaniganJ.MartinezA. D.MicheliN.GuerreroY. O.OverathI.ParkerL.RamosG.ThompsonY. P.PapaioannouM. A.JohnsonS. L. (2021). Twelve-month efficacy of an obesity prevention program targeting Hispanic families with preschoolers from low-income backgrounds. Journal of Nutrition Education and Behavior, 53(8), 677–690. https://doi.org/10.1016/j.jneb.2021.04.460
36.
HughesS. O.PowerT. G.BeckA.BetzD.GoodellL. S.HopwoodV.JaramilloJ. A.LaniganJ.MartinezA. D.MicheliN.OliveraY.OverathI.ParkerL.RamosG.ThompsonY. P.JohnsonS. L. (2020). Short-term effects of an obesity prevention program among low-income Hispanic families with preschoolers. Journal of Nutrition Education and Behavior, 52(3), 224–239. https://doi.org/10.1016/j.jneb.2019.12.001
37.
JohnsonA. D.SchochetO. N.MartinA.CastleS.HormD.PhillipsD. A. (2022). When does 1 + 1 not equal 2? The relative advantage of public school-based pre-k versus head start for low-income children’s kindergarten cognitive and self-regulatory skills. Developmental Psychology, 58(5), 848–865. https://doi.org/10.1037/dev0001335
38.
KobylińskaD.LewczukK.MarchlewskaM.PietraszekA. (2018). For body and mind: Practicing yoga and emotion regulation. Psychologia Społeczna, 13(1), 1–21. https://doi.org/10.5964/spb.v13i1.25502
LaroseM. P.Ouellet-MorinI.VitaroF.GeoffroyM. C.AhunM.TremblayR. E.CôtéS. M. (2019). Impact of a social skills program on children’s stress: A cluster randomized trial. Psychoneuroendocrinology, 104(2019), 115–121. https://doi.org/10.1016/j.psyneuen.2019.02.017
41.
LeehrE. J.KrohmerK.SchagK.DreslerT.ZipfelS.GielK. E. (2015). Emotion regulation model in binge eating disorder and obesity-a systematic review. Neuroscience & Biobehavioral Reviews, 49, 125–134. https://doi.org/10.1016/j.neubiorev.2014.12.008
42.
LoS. L.GearhardtA. N.FredericksE. M.KatzB.SturzaJ.KacirotiN.GonzalezR.HunterC. M.SonnevilleK.ChaudhryK.LumengJ. C.MillerA. L. (2021). Targeted self-regulation interventions in low-income children: Clinical trial results and implications for health behavior change. Journal of Experimental Child Psychology, 208(2021), 105157–105177. https://doi.org/10.1016/j.jecp.2021.105157
43.
LuesseH. B.LuesseJ. E.LawsonJ.KochP. A.ContentoI. R. (2019). In defense of food curriculum: A mixed methods outcome evaluation in afterschool. Health Education & Behavior, 46(4), 612–625. https://doi.org/10.1177/1090198119831750
44.
LumengJ. C.MillerA. L.HorodynskiM. A.Brophy-HerbH. E.ContrerasD.LeeH.SturzaJ.KacirotiN.PetersonK. E. (2017). Improving self-regulation for obesity prevention in head start: A randomized controlled trial. Pediatrics, 139(5), e20162047–e20162056. https://doi.org/10.1542/peds.2016-2047
45.
MagnusonK.ShagerH. (2010). Early education: Progress and promise for children from low-income families. Children and Youth Services Review, 32(9), 1186–1198. https://doi.org/10.1016/j.childyouth.2010.03.006
46.
McClellandM. M.John GeldhofG.CameronC. E.WanlessS. B. (2015). Development and self-regulation. In R. M. Lerner (Ed.), Handbook of child psychology and developmental science (pp. 1–43). John Wiley & Sons. https://doi.org/10.1002/9781118963418.childpsy114
47.
McClellandM. M.TomineyS. L.SchmittS. A.HatfieldB. E.PurpuraD. J.GonzalesC. R.TracyA. N. (2019). Red light, purple light! Results of an intervention to promote school readiness for children from low-income backgrounds. Frontiers in Psychology, 10(2019), 2365–2379. https://doi.org/10.3389/fpsyg.2019.02365
48.
Miller-LewisL. R.SearleA. K.SawyerM. G.BaghurstP. A.HedleyD. (2013). Resource factors for mental health resilience in early childhood: An analysis with multiple methodologies. Child and Adolescent Psychiatry and Mental Health, 7(6), 1–23. http://www.capmh.com/content/7/1/6
49.
MurrayD. W.KurianJ.Soliday HongS. L.AndradeF. C. (2022). Meta-analysis of early adolescent self-regulation interventions: Moderation by intervention and outcome type. Journal of Adolescence, 94(2), 101–117. https://doi.org/10.1002/jad.12010
50.
MurrayD. W.RosanbalmK.ChristopoulosC.MeyerA. L. (2019). An applied contextual model for promoting self-regulation enactment across development: Implications for prevention, public health and future research. The Journal of Primary Prevention, 40(2019), 367–403. https://doi.org/10.1007/s10935-019-00556-1
51.
MusciR. J.VoegtlineK.RaghunathanR.IalongoN. S.JohnsonS. B. (2022). Differential impact of a universal prevention program on academic self-efficacy: The moderating role of baseline self-control. Prevention Science, 23(4), 513–522. https://doi.org/10.1007/s11121-021-01315-7
NixR. L.FrancisL. A.FeinbergM. E.GillS.JonesD. E.HostetlerM. L.StifterC. A. (2021). Improving toddlers’ healthy eating habits and self-regulation: A randomized controlled trial. Pediatrics, 147(1), 1–8. https://doi.org/10.1542/peds.2019-3326
54.
OdgersC. L.AdlerN. E. (2018). Challenges for low-income children in an era of increasing income inequality. Child Development Perspectives, 12(2), 128–133. https://doi.org/10.1111/cdep.12273
55.
PandeyA.HaleD.DasS.GoddingsA. L.BlakemoreS. J.VinerR. M. (2018). Effectiveness of universal self-regulation–based interventions in children and adolescents: A systematic review and meta-analysis. JAMA Pediatrics, 172(6), 566–575. https://doi.org/10.1001/jamapediatrics.2018.0232
56.
PearsK. C.HealeyC. V.FisherP. A.BraunD.GillC.ConteH. M.NewmanJ.TicerS. (2014). Immediate effects of a program to promote school readiness in low-income children: Results of a pilot study. Education and Treatment of Children, 37(3), 431–460. https://doi.org/10.1353/etc.2014.0021
57.
PechorroP.DeLisiM.GonçalvesR. A.BragaT.MarocoJ. (2022). Dark triad personalities, self-control, and antisocial/criminal outcomes in youth. Journal of Forensic Psychology Research and Practice, 22(5), 427–443. https://doi.org/10.1080/24732850.2021.2013356
58.
PiccoloL. D. R.WeislederA.OliveiraJ.MazzuchelliD. S.LopezA. S.NetoW. D.CatesC. B.MendelsohnA. L. (2022). Reading aloud, self-regulation, and early language and cognitive development in northern Brazil. Journal of Developmental & Behavioral Pediatrics, 43(2), e70–e78. https://doi.org/10.1097/DBP.0000000000000985
59.
PozueloJ. R.DesboroughL.SteinA.CiprianiA. (2022). Systematic review and meta-analysis: Depressive symptoms and risky behaviors among adolescents in low-and middle-income countries. Journal of the American Academy of Child & Adolescent Psychiatry, 61(2), 255–276. https://doi.org/10.1016/j.jaac.2021.05.005
60.
RaverC. C. (2012). Low-income children's self-regulation in the classroom: Scientific inquiry for social change. American Psychologist, 67(8), 681–689. https://doi.org/10.1037/a0030085
61.
RaverC. C.JonesS. M.Li-GriningC.ZhaiF.BubK.PresslerE. (2011). CSRP’s impact on low-income preschoolers’ preacademic skills: Self-regulation as a mediating mechanism. Child Development, 82(1), 362–378. https://doi.org/10.1111/j.1467-8624.2010.01561.x
62.
ReeseE. D.PollertG. A.VeilleuxJ. C. (2016). Self-regulatory predictors of eating disorder symptoms: Understanding the contributions of action control and willpower beliefs. Eating Behaviors, 20(2016), 64–69. https://doi.org/10.1016/j.eatbeh.2015.11.005
63.
StevensJ.QuittnerA. L.ZuckermanJ. B.MooreS. (2002). Behavioral inhibition, self-regulation of motivation, and working memory in children with attention deficit hyperactivity disorder. Developmental Neuropsychology, 21(2), 117–139. https://doi.org/10.1207/S15326942DN2102_1
64.
TanksaleR.SofronoffK.SheffieldJ.GilmourJ. (2021). Evaluating the effects of a yoga-based program integrated with third-wave cognitive behavioral therapy components on self-regulation in children on the autism spectrum: A pilot randomized controlled trial. Autism, 25(4), 995–1008. https://doi.org/10.1177/1362361320974841
65.
Tanner-SmithE. E.TiptonE. (2014). Robust variance estimation with dependent effect sizes: Practical considerations including a software tutorial in STATA and SPSS. Research Synthesis Methods, 5(1), 13–30. https://doi.org/10.1002/JRSM.1091
66.
WangM. T.BinningK. R.Del ToroJ.QinX.ZepedaC. D. (2021). Skill, thrill, and will: The role of metacognition, interest, and self-control in predicting student engagement in mathematics learning over time. Child Development, 92(4), 1369–1387. https://doi.org/10.1111/cdev.13531
67.
WattsT. W.GandhiJ.IbrahimD. A.MasucciM. D.RaverC. C. (2018). The Chicago school readiness project: Examining the long-term impacts of an early childhood intervention. PLoS One, 13(7), e0200144–e0200168. https://doi.org/10.1371/journal.pone.0200144
68.
Webster-StrattonC.Jamila ReidM.StoolmillerM. (2008). Preventing conduct problems and improving school readiness: Evaluation of the incredible years teacher and child training programs in high-risk schools. Journal of Child Psychology and Psychiatry, 49(5), 471–488. https://doi.org/10.1111/j.1469-7610.2007.01861.x
69.
WymanP. A.CrossW.Hendricks BrownC.YuQ.TuX.EberlyS. (2010). Intervention to strengthen emotional self-regulation in children with emerging mental health problems: Proximal impact on school behavior. Journal of Abnormal Child Psychology, 38(2010), 707–720. https://doi.org/10.1007/s10802-010-9398-x
70.
ZimmermanB. J. (2000). Attaining self-regulation: A social cognitive perspective. In B. Monique (Ed.), Handbook of self-regulation (pp. 13–39). Academic Press. https://doi.org/10.1016/B978-012109890-2/50031-7
71.
ZimmermanB. J. (2001). Achieving academic excellence: A self-regulatory perspective. In M. Ferrari (Ed.), The pursuit of excellence through education (pp. 85–110). Routledge. https://doi.org/10.4324/9781410604088
72.
ZimmermanB. J. (2013). From cognitive modeling to self-regulation: A social cognitive career path. Educational Psychologist, 48(3), 135–147. https://doi.org/10.1080/00461520.2013.794676
73.
ZimmermanB. J.KitsantasA. (2014). Comparing students’ self-discipline and self-regulation measures and their prediction of academic achievement. Contemporary Educational Psychology, 39(2), 145–155. https://doi.org/10.1016/j.cedpsych.2014.03.004
74.
ZweeringsJ.PfliegerE. M.MathiakK. A.ZvyagintsevM.KacelaA.FlattenG.MathiakK. (2018). Impaired voluntary control in PTSD: Probing self-regulation of the ACC with real-time fMRI. Frontiers in Psychiatry, 9, 219–230. https://doi.org/10.3389/fpsyt.2018.00219
