Does early childhood intervention affect the social and emotional development of participants?Abstract The current study explored the association between a large-scale federally funded preschool intervention A procedure used in a lawsuit by which the court allows a third person who was not originally a party to the suit to become a party, by joining with either the plaintiff or the defendant. and the social and emotional development of participants. Data were drawn from the Chicago Longitudinal Study longitudinal study a chronological study in epidemiology which attempts to establish a relationship between an antecedent cause and a subsequent effect. See also cohort study. (CLS (Common Language Specification) The structure and syntax of .NET and CLI programming languages. See .NET. ) and included 1,378 primarily African American African American Multiculture A person having origins in any of the black racial groups of Africa. See Race. youth who participated in the CLS and had scores for two or more identifiable social and emotional competency COMPETENCY, evidence. The legal fitness or ability of a witness to be heard on the trial of a cause. This term is also applied to written or other evidence which may be legally given on such trial, as, depositions, letters, account-books, and the like. 2. indicators from age 7 through age 15. Findings suggest that program participation was associated with both shorter- and longer-term social and emotional outcomes. The effect sizes for the longer term were modest, and several remained above the level considered practically significant (.20). The strongest short-term Short-term Any investments with a maturity of one year or less. short-term 1. Of or relating to a gain or loss on the value of an asset that has been held less than a specified period of time. effect was seen for social adjustment in school at ages 7 and 8-9 with d's of .45 and .33, respectively. These include social adjustment in school (d = .34), assertive as·ser·tive adj. Inclined to bold or confident assertion; aggressively self-assured. as·ser tive·ly adv. social skills (d =
.21), task orientation (d = .21), frustration tolerance (d = .22), and
peer social skills (d = .24).
Introduction The 2002 National Survey of America's Families verified ver·i·fy tr.v. ver·i·fied, ver·i·fy·ing, ver·i·fies 1. To prove the truth of by presentation of evidence or testimony; substantiate. 2. that 82% of 3- and 4-year-olds with employed mothers spend part of their day in nonparental care (Barnett, Robin, Hustedt, & Schulman, 2004). Of these children, two-thirds attend some form of preschool intervention (Belsie, 2002). As a result of the large proportion of children in nonparental early childhood settings, policy makers and the public have a strong interest in ensuring that early childhood interventions Early Childhood Intervention is a support system for children with developmental delays and/or disabilities and their families. If a child experiences a developmental delay, this can compound over time. are devised on a "results-based accountability" paradigm that not only mandates that intervention programs be successful, but cost-effective cost-effective, n the minimal expenditure of dollars, time, and other elements necessary to achieve the health care result deemed necessary and appropriate. . Because of this, most research studies of early childhood intervention programs have focused on clearly identifiable outcomes such as language development, prereading skills, letter knowledge, and numeracy numeracy Mathematical literacy Neurology The ability to understand mathematical concepts, perform calculations and interpret and use statistical information. Cf Acalculia. (Reynolds, 2000; Schultz, 2000). Policy makers and practitioners alike have used this child-focused research base as their primary source of evidence for assessing the efficacy of early childhood programs (Niles, Reynolds, Ou, & Lee, 2003; Niles, 2004; Schultz, 2000). This is true despite the fact that early childhood intervention programs also can contribute in important ways to the mental health of children by enhancing the social and emotional development of the child (Niles, Reynolds, Ou, & Lee, 2003; Niles, 2004; Reynolds, 2000; Schultz, 2000). Although research is limited on the influence that early childhood programs have on the social and emotional development of preschool-age children, an important exception is the Family and Child Experiences Survey (FACES) study that is currently being conducted by the U.S. Department of Health and Human Services Noun 1. Department of Health and Human Services - the United States federal department that administers all federal programs dealing with health and welfare; created in 1979 Health and Human Services, HHS . While the outcome measures were not identical, the constructs of social and emotional development in the presented study are consistent with the social and emotional domains measured in the FACES study. These include early social skills, shyness, aggressiveness, and hyperactive hy·per·ac·tive adj. 1. Highly or excessively active, as a gland. 2. Having behavior characterized by constant overactivity. 3. Afflicted with attention deficit disorder. behaviors, among others (Zill et al., 2003). The limited research on early childhood programs takes on additional importance because it has been suggested that 10% to 13% of preschoolers (ages 1 to 6 years old) have diagnosed emotional or behavioral disorders behavioral disorder Psychiatry A disorder characterized by displayed behaviors over a long period of time which significantly deviate from socially acceptable norms for a person's age and situation (Institute of Medicine, 2001). Moreover, a large study of a pediatric pediatric /pe·di·at·ric/ (pe?de-at´rik) pertaining to the health of children. pe·di·at·ric adj. Of or relating to pediatrics. sample of more than 3,800 preschool-age children found that 21% met the criteria for a psychiatric psy·chi·at·ric adj. Of or relating to psychiatry. psychiatric adjective Pertaining to psychiatry, mental disorders disorder, 9% of them for a severe disorder (Lavigne et al., 1996). Given that a significant amount of recent empirical evidence suggests that early childhood intervention has a major impact on the cognitive and academic success of participants (see Barnett, 1998; Currie cur·rie n. Variant of curry2. , 2001; Karoly et al., 1998; Reynolds, 2000; van Ijzendoorn, 1998), this study focuses on a less investigated, but equally important, topic: the impact of early childhood intervention on children's social and emotional development. Two questions are examined: 1. Is participation in the Chicago Child-Parent Center (CPC (1) (Central Processing Complex) An IBM mainframe that has two or more central processors (CPs) that share memory. It is the collection of processors, memory and I/O subsystems manufactured with a single serial number, typically all contained in one cabinet. ) preschool program associated with indicators of children's social and emotional competence Emotional competence refers to a person's competence in expressing or releasing their emotions. It implies an ease around emotions which results in emotionally competent people being relaxed about other people being emotional. , including perceived self- competence, social adjustment in the classroom, psycho-emotional adjustment, and peer relationships? 2. Do the links between CPC participation and social and emotional competence persist over time? Methods Sample Description To be consistent with the terminology used by the Chicago Public Schools Chicago Public Schools, commonly abbreviated as CPS by local residents and politicians, is a school district that controls over 600 public elementary and high schools in Chicago, Illinois. , the terms intervention, program, and services are used interchangeably INTERCHANGEABLY. Formerly when deeds of land were made, where there Were covenants to be performed on both sides, it was usual to make two deeds exactly similar to each other, and to exchange them; in the attesting clause, the words, In witness whereof the parties have hereunto (Reynolds, 2000). Data were drawn from the Chicago Longitudinal Study (Chicago Longitudinal Study, 1999; Reynolds, 1991, 1998, 2000). The original sample of 1,539 in the CLS included the entire cohort cohort /co·hort/ (ko´hort) 1. in epidemiology, a group of individuals sharing a common characteristic and observed over time in the group. 2. of 989 children who attended the 20 Child-Parent Centers in preschool and kindergarten kindergarten [Ger.,=garden of children], system of preschool education. Friedrich Froebel designed (1837) the kindergarten to provide an educational situation less formal than that of the elementary school but one in which children's creative play instincts would be in 1985-1986 and 550 children of the same age who participated in an alternative all-day kindergarten program in 5 different Chicago public schools in similar neighborhoods. These schools were randomly selected from 27 sites participating in the Chicago Effective Schools Project (CESP-an intervention that offered all-day kindergarten among other services). As a consequence of living in school neighborhoods eligible for Title I funding, all children in this cohort were eligible for and participated in government-funded early childhood programs. The study sample consisted of 1,378 primarily African American youth who participated in the CLS and had scores for two or more identifiable social and emotional competency indicators by age 15 (Niles, Reynolds, Ou, & Lee, 2003; Niles, 2004). Eighty-nine percent of the original sample met this score criterion. Table 1 provides descriptive statistics descriptive statistics see statistics. on group comparability for the original sample and the study sample. Consistent with previous analyses, this table illustrates that the program and comparison groups are similar on background characteristics, including gender, race/ethnicity, and eligibility for free/reduced lunch (see Reynolds, 2000; Reynolds, Temple, Robertson, & Mann, 2001). A few exceptions are worth noting. Youth who participated in the CPC program had a greater number of parents who were high school graduates (66.5% vs. 59.3%) and fewer children per household (2.2 versus 2.4). CPC families, however, did have higher levels of household poverty (.777 vs. .729). CPC and comparison group families had the same number of risk factors (2.9 vs. 2.8). Attrition Attrition The reduction in staff and employees in a company through normal means, such as retirement and resignation. This is natural in any business and industry. Notes: Following the method of Jurs and Glass (1971), two-way analysis of variance The discrepancy between what a party to a lawsuit alleges will be proved in pleadings and what the party actually proves at trial. In Zoning law, an official permit to use property in a manner that departs from the way in which other property in the same locality for kindergarten cognitive abilities (for which all children had valid scores) revealed that there was no group by attrition interaction, F(1, 1531) = .201, p = .65. The Chicago Child-Parent Center Program The CPC program is a center-based early childhood intervention that provides educational and family-support services to children during the ages of 3 to 9 (preschool to third grade) (Chicago Public Schools, 1974, 1985, 1987; Reynolds, 2000). Children can receive up to 6 years of a comprehensive language-based intervention-1-2 years of preschool, kindergarten, and up to 3 years extended services in elementary school elementary school: see school. . Located in the poorest neighborhoods in Chicago, the centers serve 100 to 150 3- to 5-year-olds in separate facilities or in wings of neighborhood schools. Each center is directed by a head teacher and two coordinators-the parent-resource teacher and the school-community representative. The curriculum philosophy of the Child-Parent Centers has consistently emphasized the acquisition of basic knowledge and skills in language arts language arts pl.n. The subjects, including reading, spelling, and composition, aimed at developing reading and writing skills, usually taught in elementary and secondary school. and math through a relatively structured but diverse set of learning experiences (e.g., whole-class, small-group, child-focused activities, field trips) (Reynolds, 2000). Although social and emotional development was not explicitly targeted in the curriculum, these affective affective /af·fec·tive/ (ah-fek´tiv) pertaining to affect. af·fec·tive adj. 1. Concerned with or arousing feelings or emotions; emotional. 2. outcomes were built into the reading and language-based instructional activities (Reynolds, 2000). For example, teachers provided developmentally appropriate feedback and positive reinforcement positive reinforcement, n a technique used to encourage a desirable behavior. Also called positive feedback, in which the patient or subject receives encouraging and favorable communication from another person. , and they emphasized task accomplishment (Reynolds, 2000). However, the foundational skills of recognizing letters and numbers, oral communication, listening, and an appreciation for reading and drawing were of primary importance (Reynolds, 2000). The parent-resource teacher implements the family-support component. The school-community representative provides outreach Outreach is an effort by an organization or group to connect its ideas or practices to the efforts of other organizations, groups, specific audiences or the general public. services to families, including resource mobilization Resource mobilization is a social theory related to the study of social movements. It focuses on the ability of the members of the movement to acquire resources and mobilize people in order to advance their goals. , home visitation VISITATION. The act of examining into the affairs of a corporation. 2. The power of visitation is applicable only to ecclesiastical and eleemosynary corporations. 1 Bl. Com. 480; 2 Kid on Corp. 174. , and enrollment of children. Ongoing staff development and health and nutrition services also are provided, including health screening, speech therapy, and nursing and meal services (see Reynolds, 2000; Sullivan, 1970).The child-to-staff ratio is limited to 17 to 2 in preschool and 25 to 2 in kindergarten, although parent volunteers reduce these numbers further. After full-day or part-day kindergarten, continuing services are provided in the affiliated schools under the direction of the curriculum parent-resource teacher. Figure 1 illustrates the organizational structure To comply with Wikipedia's lead section guidelines, one should be written. of the CPC program. [FIGURE 1 OMITTED] Outcome Measures This study divided measures of social and emotional development into shorter- and longer-term outcomes. Shorter-term outcomes were defined as being from ages 7-10 and included perceptions of self-competence at ages 9 and 9-10 and social adjustment in school at ages 7 and 8-9. The longer-term outcomes are based on scores from age 10 through age 15 and include measures of perceived self-competence (ages 11-12), social adjustment (ages 11-12), assertive social skills (ages 12-13), task orientation (ages 12-13), acting-out behaviors (ages 12-13), frustration tolerance (ages 12-13), shyness/anxiety (ages 12-13), peer relations (ages 12-13), total competency (ages 12-13), and total problems at ages 12-13. Also included in the longer-term outcomes is any special education placement for emotional or behavioral disorder (EBD EBD Emotional or behavioral disorder ) through age 15. These outcome measures are detailed by domain below. Perceived Self-Competence. The scales used are similar to Harter's (1982) dimension of cognitive competence in the Perceived Competence Scale for Children (Reynolds, Mehana, & Temple, 1995; Reynolds, 2000). Both scales measure self-concept self-concept n. An individual's assessment of his or her status on a single trait or on many human dimensions using societal or personal norms as criteria. , including self-efficacy self-efficacy (selfˈ-eˑ·fi·k (Reynolds, Mehana, & Temple, 1995; Reynolds, 2000). Previous studies in the CLS have indicated that perceived self-competency has predictive validity In psychometrics, predictive validity is the extent to which a scale predicts scores on some criterion measure. For example, the validity of a cognitive test for job performance is the correlation between test scores and, for example, supervisor performance ratings. for later school achievement and is associated with program participation (Reynolds, Mehana, & Temple, 1995). Children completed a 33-item survey questionnaire about self-perceptions of school progress, family support, and school environment (Reynolds, 2000; Reynolds, Mehana, & Temple, 1995). These scales were administered by classroom teachers in third- through sixth-grade years as part of a larger survey of school experiences. Three scales were used: one at age 9 (10 items), one at ages 9-10 (10 items), and one at ages 11-12 (12 items). Summed z-scores of the item responses were analyzed an·a·lyze tr.v. an·a·lyzed, an·a·lyz·ing, an·a·lyz·es 1. To examine methodically by separating into parts and studying their interrelations. 2. Chemistry To make a chemical analysis of. 3. . Z-scores were used because the age 9 and 9-10 self-competency scales had 10 items, while the age 11-12 measures had 12 items. For perceived self-competency at ages 9-10, those with a valid score on both ages 9 and 10 on the perceived self-competency scales were averaged. Those with a valid score for age 10 only were included in the analysis. Those that did not have a valid score for age 10 were left missing and not included in the analysis. The items in the perceived self-competency scale at age 9 were coded 1-3, with 1 being "strongly disagree" and 3 being "strongly agree." The items included the following: I get good grades in school; my friends like me; I get in trouble at school; I get along well with others; I answer questions in class; I give up when school work gets hard; I try hard in school; I do my homework; I am smart; I do better in school than my classmates Classmates can refer to either:
The items in the perceived self-competency scale at ages 9-10 and 11-12 were coded 1-4, with 1 being "strongly disagree" and 4 being "strongly agree." The items included the following: I get good grades; my classmates like me; I get in trouble at school; I get along well with others; I do my homework; I answer questions in class; I give up when school work gets too hard; when I get bad grades, I try even harder; I try hard in school; my teacher thinks I will go far in school; I am smart; I do better in school than my classmates. The ages 9-10 perceived self-competency had an internal consistency reliability of .81. Consistent with developmental theory, some measures of perceived self-competency were different between the scales, including additional measures of task persistence (1) In a CRT, the time a phosphor dot remains illuminated after being energized. Long-persistence phosphors reduce flicker, but generate ghost-like images that linger on screen for a fraction of a second. and self-efficacy. For example, the items "when I get bad grades, I try even harder" and "my teacher thinks I will go far in school" were added to the age 11-12 scales. The ages 11-12 perceived self-competency had an internal consistency reliability of .78. Social Adjustment in School. Social adjustment in school was measured by teacher ratings from ages 7 to 12. The scale was administered yearly from grade 1 to grade 6. For social adjustment at age 7, only those with a valid score on the age 7 scale were included. Those with a valid score for ages 8 and 9 and ages 11 and 12 on the social adjustment scales were averaged. Those that did not have a valid score for the social adjustment measures were left missing and not included in the analysis. The social adjustment scale is the sum of six items rated from poor (1) to excellent (5). Items for the age 7 social adjustment measure include [the child] came to my class ready to learn, completes work according to according to prep. 1. As stated or indicated by; on the authority of: according to historians. 2. In keeping with: according to instructions. 3. instructions, complies with classroom rules, displays confidence in approaching learning tasks, participates in group discussions, works and plays well with others. Internal consistency reliability for the scale was .92. Items for ages 8-9 and 11-12 social adjustment measures include [the child] concentrates on work, follows directions, is self-confident, participates in group discussions, interacts well with others, takes responsibility for actions. Internal consistency reliability for the scales was .92 and .90, respectively. It is notable that social adjustment in school has been found to have significant predictive validity for later juvenile delinquency juvenile delinquency, legal term for behavior of children and adolescents that in adults would be judged criminal under law. In the United States, definitions and age limits of juveniles vary, the maximum age being set at 14 years in some states and as high as 21 (Mann, 2003). The early adolescent ad·o·les·cent adj. Of, relating to, or undergoing adolescence. n. A young person who has undergone puberty but who has not reached full maturity; a teenager. (ages 12-13) measures of social and emotional competence are drawn from subscales of the Teacher-Child Rating Scale (T-CRS). The T-CRS (Hightower, Spinell, & Lotyczewski, 1989) includes 20 positive social competence items (rated from 1, "not at all," to 5, "very well") and 18 problem areas rated from 1, "not at all," to 5, "very well." These include overall competency, assertive social skills, task orientation, peer social skills, overall problems, acting-out behaviors, frustration tolerance, and shyness/anxiety. The T-CRS has alpha and test-retest reliability test-retest reliability Psychology A measure of the ability of a psychologic testing instrument to yield the same result for a single Pt at 2 different test periods, which are closely spaced so that any variation detected reflects reliability of the instrument within .87-.94. Evidence from various construct and predictive validity studies supports the T-CRS as a measure of early adolescent socioemotional adjustment (see Perkins & Hightower, 2002). To address missing scores and increase sample size, this study combined valid age 12 and age 13 scores on the T-CRS scales. For example, if a grade 7 (age 13) score was missing, grade 6 (age 12) was substituted. If there were valid scores on both age 12 and age 13 measures, an average was computed. Total Competency. To test robustness of both social and emotional competence, two additional T-CRS scales were used. The first was a composite total competence scale, and the second was a composite of the total problems scale. Twenty items load on the total competence scale, derived from the subscales of assertive social skills, task orientation, and peer social skills. Reliability for the total competency scale was .91. Assertive Social Skills. The assertive social skills measure consists of 5 items and includes whether or not the child defends own views under group pressure, is comfortable as leader, participates in class discussions, expresses ideas willingly, and questions rules that seem unfair or unclear. Reliability was .87. Task Orientation. Task orientation consists of 5 items and includes measures such as [the child] completes work, is well organized, functions well even with distractions, works well without supervision, and is a self-starter. The scale had a reliability of .93. Peer Social Skills. Peer social skills were measured based on the T-CRS subscale of peer relations at age 12-13. The peer social skills scale is the sum of five items rated from poor (1) to excellent (5). Items were has many friends, is friendly toward peers, makes friends easily, classmates will sit near this child, and [the child] is well liked by classmates. The reliability of the peer social skills scale was .93. Total Problems. There are 18 items on the total problems scale, including acting-out behaviors, frustration tolerance, shyness/anxiety, and learning problems. The learning problems item was not tested in the study because it is more closely related to academic achievement than social and emotional domains. Reliability was .89. Acting-out Behaviors. The acting-out behaviors measure consists of 6 items and includes the child being disruptive disruptive /dis·rup·tive/ (-tiv) 1. bursting apart; rending. 2. causing confusion or disorder. in class, is fidgety fidg·et·y adj. 1. Tending to fidget. 2. Creating unnecessary fuss. fidg et·i·ness n.Adj. , has difficulty sitting still, disturbs others while they are working, constantly seeks attention, is overly aggressive to peers (fights), is deviant deviant /de·vi·ant/ (de´ve-int) 1. varying from a determinable standard. 2. a person with characteristics varying from what is considered standard or normal. de·vi·ant adj. , obstinate ob·sti·nate adj. 1. Stubbornly adhering to an attitude, opinion, or course of action. 2. Difficult to alleviate or cure. , stubborn stubborn Vox populi → medtalk Refractory; unresponsive to therapy . Reliability was .94. Frustration Tolerance. Frustration tolerance consists of 5 items that include the child accepts things not going his/her way, ignores teasing teasing the act of parading a male before a female to see if she displays estrus, and is therefore in a state where mating is likely to be fertile. , accepts imposed limits, copes well with failure, and tolerates frustration. The frustration tolerance scale had a reliability of .92. Shyness/Anxiety. Shyness/anxiety consists of 6 items, which include the child is withdrawn, shy or timid timid, adj in Chinese medicine, pertaining to inadequate energy needed to face and overcome obstacles. , anxious or worried, nervous, frightened fright·en v. fright·ened, fright·en·ing, fright·ens v.tr. 1. To fill with fear; alarm. 2. , tense, does not express feelings, unhappy or sad. Reliability was .84. Emotional or Behavior Disorder behavior disorder n. 1. Any of various forms of behavior that are considered inappropriate by members of the social group to which an individual belongs. 2. A functional disorder or abnormality. (EBD) Special Education Services. Those children experiencing a severe emotional disorder emotional disorder n. An emotional illness. emotional disorder Emotional disability Psychiatry Behavior, emotional, and/or social impairment exhibited by a child or adolescent that consequently disrupts the child's or were measured by using a dichotomous di·chot·o·mous adj. 1. Divided or dividing into two parts or classifications. 2. Characterized by dichotomy. di·chot indicator of placement in emotional or behavior disorder special education services from ages 7-15. Table 2 provides the descriptive statistics for the outcome measures. This measure, derived from administrative records of the Chicago Public Schools, had a reliability of .94. Explanatory ex·plan·a·to·ry adj. Serving or intended to explain: an explanatory paragraph. ex·plan Measures CPC Program Participation. Any preschool participation was coded 1 for children who participated in the CPC preschool component for 1 or 2 years and 0 for children who did not participate. All children who participated in CPC preschool also enrolled in CPC kindergarten. Non-CPC preschool participants enrolled in all-day kindergarten programs at age 5 (either a CESP CESP - Common ESP program or the kindergarten program in the centers). Covariates. Several sociodemographic indicators collected from school entry to 10th grade served as covariates in this study. Any Follow-on Participation. This measure was coded 1 for children who participated in the CPC primary-grade intervention component during grades 1 to 3 (in 1986-89) and 0 for children who did not participate but were enrolled in a regular school program. Follow-on participation was open to all children who enrolled in the elementary schools where the CPC program was located. Gender of Child. Girls were coded 1, and boys were coded 0, as obtained from school records. Race/Ethnicity of Child. African American children were coded 1, and Hispanic and Caucasian children were coded 0. Family Risk Index. This multiple risk index (0-6) measures socioeconomic so·ci·o·ec·o·nom·ic adj. Of or involving both social and economic factors. socioeconomic Adjective of or involving economic and social factors Adj. 1. disadvantage. The index provides a cumulative summary of the co-occurrence or a "pile-up pile·up or pile-up n. 1. Informal A serious collision usually involving several motor vehicles. 2. An accumulation: "the pile-up of unsold autos" " of risk factors that are frequently associated with child and family functioning (Rutter, 1987; Bendersky & Lewis, 1994). The risk indicators were selected based on their well-known associations with child and family well-being (Bendersky & Lewis, 1994). The index was the sum of six dichotomously di·chot·o·mous adj. 1. Divided or dividing into two parts or classifications. 2. Characterized by dichotomy. di·chot coded risk factors measured from family surveys or school records from preschool to age 8 as follows: (1) parent did not complete high school, (2) eligibility for a fully subsidized sub·si·dize tr.v. sub·si·dized, sub·si·diz·ing, sub·si·diz·es 1. To assist or support with a subsidy. 2. To secure the assistance of by granting a subsidy. lunch defined as a family income at or below 130% of the federal poverty line, (3) residence in a school neighborhood in which 60% or more of children are in low-income families, (4) residence in a single-parent family single-parent family Social medicine A family unit with a mother or father and unmarried children. See Father 'factor.', Latchkey children, Quality time, Supermom. Cf Extended family, Nuclear family, Two parent advantage. , (5) parent not employed full or part time, and (6) four or more children in family. Neighborhood poverty was obtained from school records. The four family measures came from parent reports on surveys or in telephone interviews when children were age 8. Age 8 risk measures were used because they represent the most proximal proximal /prox·i·mal/ (-mil) nearest to a point of reference, as to a center or median line or to the point of attachment or origin. prox·i·mal adj. indicators of risk as related to the study outcomes. These risk indicators were chosen because they were the most plausible correlates of both program participation and measured outcomes as judged from earlier studies with these data (Reynolds, 1994, 1995, 2000). The risk index may be a more reliable indicator of preexisting pre·ex·ist or pre-ex·ist v. pre·ex·ist·ed, pre·ex·ist·ing, pre·ex·ists v.tr. To exist before (something); precede: Dinosaurs preexisted humans. v.intr. differences between program and comparison groups than any single indicator or a few indicators. Further, as predicted by resilience resilience (r n theory, cumulative or multiple risks have been found to be substantially associated with developmental functioning (Rutter, 1987; Bendersky & Lewis, 1994), and this is better captured with a risk index than with several indicator variables entered as main effects (Reynolds, 2000). Moreover, because several of the risk indicators were measured in different years (some during or after program participation), the risk index was used to proxy risk status at the time of program entry. This measure has the advantage of providing estimates of program effects that are conservative. To the extent that program participation affects these later measures (e.g., parent education, employment status), estimated program effects will be smaller than would otherwise be expected (Reynolds, 2000). Child Abuse/Neglect. Children who had an administrative record of any child abuse or neglect (0-4) were coded 1, otherwise 0. CPC Program Sites. Twenty dichotomous indicators of CPC site participation were used to control for unobserved factors of the 20 unique communities that may influence the results. Missing Data Variable. This measure was coded 1 if no answer was provided on parent education, marital status marital status, n the legal standing of a person in regard to his or her marriage state. , or a question about the number of children in the household. Families who did not answer these questions were assumed to have resided in a high-poverty neighborhood, have less than a high school degree, to be a single parent, or to be unmarried. A parent who answered all background questions received a 0. This variable was included to determine whether there was a difference between groups when a score was imputed Attributed vicariously. In the legal sense, the term imputed is used to describe an action, fact, or quality, the knowledge of which is charged to an individual based upon the actions of another for whom the individual is responsible rather than on the individual's for the family. Twenty-two percent of parents did not answer questions in one of the above listed categories and were given a code of 1 for missing data. By estimating the influence of missing data, the sample size does not decrease, thus increasing statistical power while accounting for the influence of imputed data (Cohen cohen or kohen (Hebrew: “priest”) Jewish priest descended from Zadok (a descendant of Aaron), priest at the First Temple of Jerusalem. The biblical priesthood was hereditary and male. & Cohen, 1983). Data Analysis Regression analysis In statistics, a mathematical method of modeling the relationships among three or more variables. It is used to predict the value of one variable given the values of the others. For example, a model might estimate sales based on age and gender. was used to test the research questions, which included study, child, family, and program variables as covariates. Adjusted means were estimated using Analysis of Covariance Covariance A measure of the degree to which returns on two risky assets move in tandem. A positive covariance means that asset returns move together. A negative covariance means returns vary inversely. . Based on the regression regression, in psychology: see defense mechanism. regression In statistics, a process for determining a line or curve that best represents the general trend of a data set. results, effect sizes (ES) were estimated. ES is a standardized standardized pertaining to data that have been submitted to standardization procedures. standardized morbidity rate see morbidity rate. standardized mortality rate see mortality rate. , scale-free measure of the relative size of the effect of an intervention in standard deviation In statistics, the average amount a number varies from the average number in a series of numbers. (statistics) standard deviation - (SD) A measure of the range of values in a set of numbers. units (Rossi, Freeman Freeman can mean:
Early childhood research literature has suggested that there are two ways to interpret effect sizes-statistical and practical significance. Practically meaningful effect sizes have been defined as d = .20, while a medium effect is d = .50 and a large effect is d = .80 (Cohen, 1988). According to Cohen (1988), an ES of .20 is equivalent to a correlation of .10 between program participation and outcome (Reynolds, 2000; Rosenthal, 1991). Values of .20 or above were interpreted as being practically significant. Because of adequate sample size, significance was set at p < .05, two-tailed. Results Shorter-Term Outcomes Perceived Self-Competence. After adjusting for covariates, no group differences were found. Youth who participated in the CPC program had a mean perceived self-competency rate of .003 compared with -.008 in the comparison group (p = .896) at age 9. Those youth who participated in the program had a mean perceived self-competency rate at ages 9-10 of .099 compared with -.009 (p = .469) in the comparison group. Social Adjustment in School. CPC participants had a significantly higher level of social adjustment in school at age 7 than the comparison group (20.1 vs. 18.6; p < .001). CPC participants maintained this advantage on social adjustment in school at ages 8-9 (19.2 vs. 18.4; p = .038). These findings suggest that children in the CPC preschool group experienced a social advantage that persisted up to 4 years post-program. This finding is consistent with previous studies of children's social and emotional development since the proximal nature of the outcomes to the intervention would be expected to persist in Verb 1. persist in - do something repeatedly and showing no intention to stop; "We continued our research into the cause of the illness"; "The landlord persists in asking us to move" continue the short term. Table 3 displays the unadjusted and adjusted means for the shorter-term outcomes. As shown in Tables 3 and 4, it is important to note that no "ceiling or floor" effects were seen for the unadjusted means for either group. For example, the means are in the middle or average range, not consistently too high or too low. This result suggests that the measures can reliably detect difference between groups. Additionally, the correlation coefficients Correlation Coefficient A measure that determines the degree to which two variable's movements are associated. The correlation coefficient is calculated as: among measures were low to moderate, which suggests that the indicators used in our analysis were measuring distinct concepts. Longer-Term Outcomes Perceived Self-Competence Ages 11-12. The youth who participated in the CPC preschool program had a mean perceived self-competency of .063 compared with -.123 in the comparison group (p = .083). This outcome remained nonsignificant non·sig·nif·i·cant adj. 1. Not significant. 2. Having, producing, or being a value obtained from a statistical test that lies within the limits for being of random occurrence. across model specifications. Social Adjustment Ages 11-12. CPC youth had a mean level of social adjustment in school of 19.6 compared with 18.5 in the comparison group (p = .048). This finding is consistent with the shorter-term findings and suggests that CPC participants maintained their advantage over the comparison group over time. Total Competence Ages 12-13. Using the composite measure of the T-CRS total competency scale, we found that youth who participated in the CPC preschool program demonstrated a trend of higher overall competency compared with the comparison group (62.0 vs. 59.4; p = .089). Assertive Social Skills Ages 12-13. Those youth who participated in the CPC preschool program also exhibited higher assertive social skills by ages 12-13 compared with the comparison group (15.8 vs. 15.0; p = .086). Task Orientation Ages 12-13. Youth who participated in the CPC preschool program did not have a significantly higher mean of task orientation by ages 12-13 compared with the comparison group (14.6 vs. 14.0; p = .179). Peer Social Skills Ages 12-13. Youth who participated in the CPC preschool program also did not have a significantly higher mean of positive peer relations compared with the comparison group (17.0 vs. 16.2; p = .084). Total Problems Ages 12-13. As with total competency, the total problems composite found no significant difference for those youth who participated in the CPC preschool program compared with the comparison group (36.4 vs. 38.5; p = .124). Acting-Out Behavior Ages 12-13. Youth who participated in the CPC preschool program had only slightly lower acting-out behaviors than the comparison group (12.1 vs. 12.9, p = .207). Frustration Tolerance Ages 12-13. While not significant, youth who participated in the CPC preschool program demonstrated a greater ability to tolerate tol·er·ate v. 1. To allow without prohibiting or opposing; permit. 2. To put up with; endure. 3. To have tolerance for a substance or pathogen. frustration by ages 12-13 compared with the comparison group (14.5 vs. 14.1; p = .381). Shyness/Anxiety Ages 12-13. Youth who participated in the CPC preschool program also demonstrated less shyness/anxiety by ages 12-13 compared with the comparison group (9.8 vs. 10.2; p = .400), although this result was not statistically significant. Emotional and Behavioral behavioral pertaining to behavior. behavioral disorders see vice. behavioral seizure see psychomotor seizure. Disturbance DISTURBANCE, torts. A wrong done to an incorporeal hereditament, by hindering or disquieting the owner in the enjoyment of it. Finch. L. 187; 3 Bl. Com. 235; 1 Swift's Dig. 522; Com. Dig. Action upon the case for a disturbance, Pleader, 3 I 6; 1 Serg. & Rawle, 298. Placement (EBD). Although not significant, the CPC preschool group had lower rates of EBD placement by age 15 compared with the comparison group (.029 vs. .031; p = .869). Table 4 displays the unadjusted and adjusted means for the longer-term outcomes. Effect Sizes for Questions 1 and 2 There has been a shift from considering only results of statistical significance testing to the inclusion of measures of practical significance (Levin lev·in n. Archaic Lightning. [Middle English levene, levin; see leuk- in Indo-European roots.] , 1993). Statistical significance is concerned with whether a research result is due to chance, whereas practical significance is concerned with whether the result is useful in the "real world" (Cohen, 1988; Levin, 1993). Tables 5 and 6 detail the effect size results for the outcomes in the presented study. Effect size results ranged between .15 and .45, reflecting a modest effect for all short-term social and emotional competency outcomes. Although most effect sizes were moderate, they were largely close to the level of practical significance (.20). The largest ES was in the social adjustment in school by age 7 (d = .45) and social adjustment in school at ages 8-9 (d = .33). This result suggests that the CPC preschool group did almost one-half standard deviation better than the comparison group, respectively. For the longer-term outcomes, effect size results ranged between -.19 (acting-out behaviors) and .34 (social adjustment in school). The coefficients reflect a modest ES for many longer-term social and emotional competency outcomes. Aside from social adjustment, which had the largest effect sizes (.33 to .45), the overall pattern of findings (most effect sizes are in the .20 range) helps identify meaningful effects that are worthy of policy intervention for social and emotional development. For example, an effect size of .20 (or a correlation of .10) on acting-out behaviors may not be statistically significant (.05 or less), but to the teacher, social worker, or parent, it is at this level that a visible difference can be seen (Levin, 1993). Moreover, the sizes of the effects found in the presented study are within the range found in other programs (Lipsey & Wilson, 1993). Levin (1993) reminds us that statistical significance and practical significance should not be viewed as competing concepts but complementary ones (p. 379, italics in original). It should also be noted that while effect size analysis is useful for comparing the impact of interventions on outcomes, the Cohen index does not distinguish among the importance of the outcome measures, nor does it address issues of program efficiency or cost effectiveness (Levin, 1993). An additional limitation of ES is that it does not provide information about slope (or rate of change) in the treatment data series (Levin, 1993). For parsimony par·si·mo·ny n. 1. Unusual or excessive frugality; extreme economy or stinginess. 2. Adoption of the simplest assumption in the formulation of a theory or in the interpretation of data, especially in accordance with the rule of , the hierarchal hi·er·ar·chi·cal or hi·er·ar·chic or hi·er·ar·chal adj. Of or relating to a hierarchy. hi regression coefficients Regression coefficient Term yielded by regression analysis that indicates the sensitivity of the dependent variable to a particular independent variable. See: Parameter. regression coefficient can be found in Tables 7 and 8. Discussion The current study adds to the body of literature on the social and emotional development of a large, low-income, inner-city sample of children that participated in the Chicago CPC program. Specifically, this study offers three unique contributions to existing literature. First, this study contributed to the field through analysis of the long-term effects of the CPC program on the social and emotional development of participants. The CPC program is a public, large-scale, center-based early intervention ear·ly intervention n. Abbr. EI A process of assessment and therapy provided to children, especially those younger than age 6, to facilitate normal cognitive and emotional development and to prevent developmental disability or delay. that provides comprehensive educational and family-support services to economically disadvantaged This article or section may contain original research or unverified claims. Please help Wikipedia by adding references. See the for details. This article has been tagged since September 2007. children from preschool to early elementary school. Most of the findings related to the effects of early intervention programs on social and emotional development have come from small-scale studies, such as the High/Scope Perry Preschool Program, the Early Training Project, and the Philadelphia Study. Among these limited studies, most were from model programs with small sample sizes. These small samples provide little statistical power to detect large effects and limit the generalizability and statistical conclusions of the findings. Findings from large-scale programs, such as Head Start, have not been consistent (McKey, Condelli, & Ganson, 1985; U.S. General Accounting Office, 1997), and the quality of most studies has not been sufficient to make findings meaningful. A second contribution is that both shorter- and longer-term outcomes were examined. By considering children's social and emotional development between the ages of 7 and 12, this study adds to existing literature by suggesting that early childhood programs can, in addition to cognitive advantages, provide a positive social and emotional benefit to participants. Although immediate positive effects of early intervention on social and emotional competence have been found in a few studies (McKey, Condelli, & Ganson, 1985; Beller, 1983; Gray, Ramsey, & Klaus, 1983), long-term effects have yet to be thoroughly investigated. No studies use such a large sample, to our knowledge, to examine early childhood program participation on social and emotional development through age 15. Third, social and emotional development was tested using a broader framework than previous studies using the CLS database. The only previous study exploring CPC effects on social and emotional competence considered children's perceived school competence in grade 6 (Reynolds, Mehana, & Temple, 1995). What is more, targeting young children who exhibit early indicators of poor social and emotional development, such as those discussed in this study, is seen as key to prevention efforts and has significant cost implications as well. A recent National Institute of Mental Health The National Institute of Mental Health (NIMH) is part of the federal government of the United States and the largest research organization in the world specializing in mental illness. sponsored study revealed that poor social and emotional development from ages 0-8 costs over $300 billion annually (Niles, 2004). This includes productivity losses of $150 billion on the part of the parent(s), health care costs of $70 billion, and other costs (e.g., criminal justice) of $80 billion (Niles, 2004). In 2000, our nation's direct service costs and indirect costs Indirect costs are costs that are not directly accountable to a particular function or product; these are fixed costs. Indirect costs include taxes, administration, personnel and security costs. See also
Overall, children's participation in a CPC was associated with positive social and emotional competence, especially in the shorter term. Lasting effects of program participation were found through early adolescence adolescence, time of life from onset of puberty to full adulthood. The exact period of adolescence, which varies from person to person, falls approximately between the ages 12 and 20 and encompasses both physiological and psychological changes. on a few outcomes as well. Therefore, it appears that the early effort put forth by teachers and parents can have lasting social and emotional benefits in addition to the initial cognitive enhancement gained in the preschool classroom. Limitations of the Study This study has four limitations. First, this study is based upon a quasi-experimental design, and quasi-experimental studies are often limited in internal validity Internal validity is a form of experimental validity [1]. An experiment is said to possess internal validity if it properly demonstrates a causal relation between two variables [2] [3]. . Although robustness testing on the outcomes using regression analyses was conducted, further testing is necessary to decrease the likelihood that findings may be spurious spu·ri·ous adj. Similar in appearance or symptoms but unrelated in morphology or pathology; false. spurious simulated; not genuine; false. or an artifact A distortion in an image or sound caused by a limitation or malfunction in the hardware or software. Artifacts may or may not be easily detectable. Under intense inspection, one might find artifacts all the time, but a few pixels out of balance or a few milliseconds of abnormal sound of another threat to internal validity (Cook & Campbell, 1979; Reynolds, 1998). The comparability of the CPC children and the comparison group children and sample attrition also deserves note. The groups were found to be similar on nearly all characteristics at the beginning of the study, the attrition of the study participants over time is similar in the two groups, and the assignment of participants to the program is largely related to participating families residing in a neighborhood served by an elementary school that includes a CPC program (Reynolds, Temple, Robertson, & Mann, 2001; Reynolds & Temple, 1995). This limitation, however, is somewhat mitigated mit·i·gate v. mit·i·gat·ed, mit·i·gat·ing, mit·i·gates v.tr. To moderate (a quality or condition) in force or intensity; alleviate. See Synonyms at relieve. v.intr. To become milder. by the extensive analysis conducted by numerous researchers to identify differences between the two groups (see Reynolds, 2000). A second limitation relates to the amount of measurement error for the outcome scales. Although found in most scales in social research, measurement error is especially true with psychological tests Psychological Tests Definition Psychological tests are written, visual, or verbal evaluations administered to assess the cognitive and emotional functioning of children and adults. . However, this limitation is somewhat corrected for since it makes the findings more conservative and suggests that the findings may perhaps be stronger if more reliable measures were used. Although the reliability of the Social and Emotional Maturity Scale and T-CRS scales used in this study ranged from .7 to .9, this remains a limitation because reliability sets a limit on validity. A third limitation is that this study assessed only some social and emotional indicators that are related to children's mental health. A more comprehensive set of outcomes may have allowed consideration of additional mental health problems, including depression, schizophrenia schizophrenia (skĭt'səfrē`nēə), group of severe mental disorders characterized by reality distortions resulting in unusual thought patterns and behaviors. , and conduct disorders Conduct Disorder Definition Conduct disorder (CD) is a behavioral and emotional disorder of childhood and adolescence. Children with conduct disorder act inappropriately, infringe on the rights of others, and violate the behavioral expectations of . A final limitation pertains to the generalizability or external validity External validity is a form of experimental validity.[1] An experiment is said to possess external validity if the experiment’s results hold across different experimental settings, procedures and participants. of study results. This study specifically explored an urban minority sample that lived in some of the highest poverty areas in the inner city of Chicago, Illinois. This study therefore has a limited generalizability, although there is some evidence that these findings may be replicable because similar findings were evident in other intervention programs such as the Perry Preschool Program and recent evaluations of Head Start (Garces, Thomas, & Currie, 2000). References Barnett, W. Steven. (1998). Long-term effects on cognitive development and school success. In W. Steven Barnett & Sarane Spence n. 1. A place where provisions are kept; a buttery; a larder; a pantry. In . . . his spence, or "pantry" were hung the carcasses of a sheep or ewe, and two cows lately slaughtered. - Sir W. Scott. Boocock (Eds.), Early care and education for children in poverty: Promises, programs, and long-term results (pp. 11-44). Albany: State University of New York Press The State University of New York Press (or SUNY Press), founded in 1966, is a university press that is part of State University of New York system. External link
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Boston: Houghton Mifflin Houghton Mifflin Company is a leading educational publisher in the United States. The company's headquarters is located in Boston's Back Bay. It publishes textbooks, instructional technology materials, assessments, reference works, and fiction and non-fiction for both young readers . Currie, Janet. (2001). Early childhood education programs. Journal of Economic Perspectives, 15(2), 213-238. Garces, Eliana; Thomas, Duncan; & Currie, Janet. (2000, December). Longer term effects of Head Start (Working Paper 8054). Cambridge, MA: National Bureau of Economic Research The National Bureau of Economic Research (NBER) is a "private, nonprofit, nonpartisan research organization" dedicated to studying the science and empirics of economics, especially the American economy. . Retrieved January 18, 2006, from http://www.nber.org/papers/w8054 Gray, Susan W.; Ramsey, Barbara K.; & Klaus, Rupert A. (1983). The Early Training Project 1962-1980. 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(2000). Success in early intervention: The Chicago Child-Parent Centers. Lincoln: University of Nebraska Press. Reynolds, Arthur J.; Mehana, Majida; & Temple, Judy A. (1995). Does preschool intervention affect children's perceived competence? Journal of Applied Developmental Psychology The Journal of Applied Developmental Psychology provides a forum for the presentation of conceptual, methodological, policy, and research studies involved in the application of behavioral science research in developmental and life span psychology. , 16(2), 211-230. Reynolds, Arthur J., & Temple, Judy A. (1995). Quasi-experimental estimates of the effects of a preschool intervention: Psychometric psy·cho·met·rics n. (used with a sing. verb) The branch of psychology that deals with the design, administration, and interpretation of quantitative tests for the measurement of psychological variables such as intelligence, aptitude, and and econometric e·con·o·met·rics n. (used with a sing. verb) Application of mathematical and statistical techniques to economics in the study of problems, the analysis of data, and the development and testing of theories and models. comparisons. Evaluation Review, 19(4), 347-373. Reynolds, Arthur J.; Temple, Judy A.; Robertson, Dylan L.; & Mann, Emily A. (2001). Long-term effects of an early childhood intervention on educational achievement and juvenile arrest: A 15-year follow-up of low-income children in public schools. Journal of the American Medical Association JAMA: The Journal of the American Medical Association is an international peer-reviewed general medical journal, published 48 times per year by the American Medical Association. JAMA is the most widely circulated medical journal in the world. , 285(18), 2339-2346. Rosenthal, Robert. (1991). Meta-analytic procedures for social research. Newbury Park, CA: Sage. Rossi, Peter H.; Freeman, Howard E.; & Lipsey, Mark W. (2004). 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Socioemotional development of low-income children in the public school intervention program. Unpublished doctoral dissertation, Virginia Polytechnic Institute and State University Virginia Polytechnic Institute and State University, at Blacksburg; land-grant and state supported; coeducational; chartered and opened 1872 as an agricultural and mechanical college. , Falls Church Falls Church, independent city (1990 pop. 9,578), NE Va., a residential suburb of Washington, D.C.; inc. as a town 1875, as a city 1948. There is diverse light manufacturing, including telecommunications equipment. , VA. Sullivan, Lorraine M. (1970). Report on Child-Parent Education Centers. Chicago: Foresman. U.S. General Accounting Office. (1997). Head Start: Research provides little information on impact of current program: Report to the Chairman, Committee on the Budget, House of Representatives. Washington, DC: U.S. General Accounting Office. van Ijzendoorn, Marinus H. (1998). Meta-analysis in early childhood education: Progress and problems. In Bernard Spodek, Olivia N. Saracho, & Anthony D. Pellegrini, Yearbook in early childhood education: Vol. 8. Issues in early childhood educational research (pp. 156-176). New York: Teachers College Press. Zill, Nicholas; Resnick, Gary; Kim, Kwang; O'Donnell, Kevin; Sorongon, Alberto; McKey, Ruth Hubbell; et al. (2003, May). Head Start FACES 2000: A whole-child perspective on program performance: Fourth progress report. Washington, DC: Administration for Children and Families The Administration for Children and Families (ACF) is a division of the United States Department of Health and Human Services (HHS). It is headed by the Assistant Secretary for Children and Families, which from 2001 to 2007 was Dr. Wade F. Horn. , U.S. Department of Health and Human Services, Head Start Quality Research Consortium's Performance Measure Center. Michael D. Niles, M.S.W., Ph.D. Assistant Professor Arizona State University Arizona State University, at Tempe; coeducational; opened 1886 as a normal school, became 1925 Tempe State Teachers College, renamed 1945 Arizona State College at Tempe. Its present name was adopted in 1958. School of Social Work P.O. Box 871802 Tempe, AZ 85287-1802 Telephone: 480-965-4543 Email: Michael.Niles@asu.edu Arthur J. Reynolds, Professor Institute of Child Development University of Minnesota-Twin Cities Room 202 Child Development 51 E. River Pkwy Minneapolis, MN 55455 Telephone: 612-625-4321 Email: ajr@umn.edu Mark Nagasawa, M.S.W. Arizona State University College of Education Telephone: 480-965-454 Email: mnagasaw@osbornnet.org Michael Niles is assistant professor of social work at Arizona State University, Tempe, Arizona Tempe (pronounced /tɛm.'piː/) is a city in Maricopa County, Arizona, USA, with a population of 169,712 according to 2006 Census Bureau estimates. . Research interests of Dr. Niles include early childhood intervention programs and American Indian American Indian or Native American or Amerindian or indigenous American Any member of the various aboriginal peoples of the Western Hemisphere, with the exception of the Eskimos (Inuit) and the Aleuts. children, development of social and emotional competence, First Nations Peoples The following is a list of First Nations peoples organized by Indigenous geographic area. This list does not include Metis or Canadian Inuit groups. The areas used here are in accordance to those used by the Canadian Museum of Civilization [1] , children's mental health, prevention science, and program evaluation Program evaluation is a formalized approach to studying and assessing projects, policies and program and determining if they 'work'. Program evaluation is used in government and the private sector and it's taught in numerous universities. . Arthur Reynolds is professor of child development, University of Minnesota (body, education) University of Minnesota - The home of Gopher. http://umn.edu/. Address: Minneapolis, Minnesota, USA. , Minneapolis. Research interests of Dr. Reynolds include prevention research and program evaluation, child development, and family and school influences on low-income children. Mark Nagasawa is a doctoral student in the College of Education, Arizona State University, Tempe, Arizona. Research interests of Mr. Nagasawa include early childhood intervention programs and collaborative action between preschool and K-12 educators.
Table 1
Equivalence of Program and Comparison Groups
Non-CPC
Indicator CPC Group
Group n = 483 Significance
Percent of samples with 2 or more SEC
indicators 90.5 87.8 .100
Percent girls 53.0 47.1 .037
Percent Black 93.0 93.0 .949
Percent High School completion for
parent through child (8) 66.5 59.3 .016
Percent single parent by child age 8 70.2 66.9 .276
Percent parent was teen at child's
birth 23.2 19.2 .158
Percent parent unemployment by age 8 64.9 60.8 .202
Percent ever reported receiving free
lunch by age 8 92.3 92.8 .768
Percent child/neglect report by age 4 .016 .028 .135
Percent income level is 60% + poverty
for school area .777 .729 .048
Percent missing data from parent
education or free lunch 22.5 25.4 .241
Family risk index (0-6) 2.95 2.83 .176
Table 2
Descriptive Statistics for Study Variables
Variable Sample
Indicators Name Size Minimum
Perceived competence (age 9) * Sfact3z 1119 -3.45
Perceived competence (ages 9-10) * Sfact6z 1085 -3.35
Social adjustment (age 7) Semat1 1113 6
Social adjustment (ages 8-9) Semat23 1081 6
Perceived competence (ages 11-12) * Sfact78z 1046 -3.28
Social adjustment (ages 11-12) Semat78 1081 6
Assertive social skills (ages 12-13) Askill67 1006 5
Acting-out behaviors (ages 12-13) Actout67 1006 6
Task orientation (ages 12-13) Taskor67 1006 5
Frustration tolerance (ages 12-13) Frustol67 1006 5
Shyness/anxiety (ages 12-13) Shyanx67 1006 6
Peer social skills (ages 12-13) Peerss67 1006 5
Total competence (ages 12-13) Tocomp67 1006 20
Total problems (ages 12-13) Toprob67 1006 18
Any EBD (age 15) Speebd15d 1352 0
Std.
Indicators Maximum Mean Deviation
Perceived competence (age 9) * 1.92 .002 1.00
Perceived competence (ages 9-10) * 1.78 .001 1.00
Social adjustment (age 7) 30 19.03 6.12
Social adjustment (ages 8-9) 30 18.98 5.45
Perceived competence (ages 11-12) * 2.49 -.004 1.00
Social adjustment (ages 11-12) 30 18.88 5.49
Assertive social skills (ages 12-13) 25 15.56 4.35
Acting-out behaviors (ages 12-13) 30 12.40 6.70
Task orientation (ages 12-13) 25 14.48 5.19
Frustration tolerance (ages 12-13) 25 14.38 4.90
Shyness/anxiety (ages 12-13) 28 9.98 4.37
Peer social skills (ages 12-13) 25 16.73 4.10
Total competence (ages 12-13) 100 61.18 16.80
Total problems (ages 12-13) 84 37.20 15.26
Any EBD (age 15) 1 .030 .170
* Indicates Z-scores.
Table 3
Means of Shorter-Term Measures of Social and
Emotional Competency
Model Perceived Perceived Social Social
Specification Competence Competence Adjustment Adjustment
Age 9 * Ages 9-10 * Age 7 Ages 8-9
Model 1
CPC .062 .042 20.3 19.3
None -.112 -.043 18.0 18.4
p-value .006 .383 .001 .002
Model 2
CPC .118 .069 19.9 19.1
None -.121 .054 18.9 18.7
p-value .565 .868 .007 .254
Model 3
CPC .003 .099 20.1 19.2
None -.008 -.009 18.6 18.4
p-value .896 .469 .001 .038
Model 4
CPC .033 .064 20.5 19.4
None .047 .079 19.5 19.3
p-value .855 .867 .023 .904
Model 5
CPC .008 .095 20.7 19.5
None .097 .017 19.1 18.9
p-value .386 .512 .003 .247
* Indicates means are reported using z-scores. Model 1 is unadjusted.
Model 2 adjusts for CPC follow-on participation, race/ethnicity, risk
index, gender, and any child abuse/neglect by age 4. Model 3 adjusts
for Model 2 covariates and CPC program sites. Model 4 adjusts for CPC
follow-on participation, race/ethnicity, gender, and individual risk
measures. Model 5 adjusts for Model 3 covariates and CPC program
sites.
Table 4
Means of CPC Preschool on Longer-Term Measures of Social and Emotional
Competency
Assertive Acting-
Perceived Social Social out Task
Competence Adjustment Skills Behavior Orientation
Ages Ages Ages Ages Ages
Model 1 11-12 * 11-12 12-13 12-13 12-13
Model 1
CPC .064 19.4 15.7 12.1 14.8
None -.124 18.3 15.0 12.9 13.7
p-value .001 .000 .012 .080 .001
Model 2
CPC .041 18.9 15.7 12.2 14.7
None -.084 18.5 15.1 12.7 14.0
p-value .050 .165 .060 .246 .058
Model 3
CPC .063 19.6 15.8 12.1 14.6
None -.123 18.5 15.0 12.9 14.0
p-value .083 .048 .086 .207 .179
Model 4
CPC .070 19.2 15.5 11.9 14.9
None -.039 18.2 15.4 12.3 14.4
p-value .076 .160 .417 .543 .187
Model 5
CPC .099 19.3 15.9 11.9 15.0
None -.092 18.5 15.0 12.5 14.3
p-value .099 .162 .082 .422 .201
Peer
Frustration Shyness/ Social Total Total Any
Tolerance Anxiety Skills Comp. Probs. EBD
Model Ages Ages Ages Ages Ages Age
1 12-13 12-13 12-13 12-13 12-13 15
Model 1
CPC 14.6 9.9 17.1 62.4 36.5 .023
None 13.8 10.0 16.1 58.6 38.5 .029
p-value .015 .569 .001 .001 .051 .492
Model 2
CPC 14.5 9.9 17.0 62.1 36.7 .031
None 13.9 10.0 16.2 59.3 37.9 .019
p-value .093 .705 .013 .017 .269 .228
Model 3
CPC 14.5 9.8 17.0 62.0 36.4 .029
None 14.1 10.2 16.2 59.4 38.5 .031
p-value .381 .400 .084 .089 .124 .869
Model 4
CPC 14.6 9.9 17.1 62.4 36.2 .025
None 14.4 9.9 16.5 60.9 36.6 .029
p-value .636 .687 .183 .295 .768 .589
Model 5
CPC 14.6 9.8 17.2 62.3 35.7 .033
None 14.3 10.1 16.4 59.9 37.7 .035
p-value .468 .474 .142 .120 .217 .551
* Indicates means are reported using z-scores. Model 1 is unadjusted.
Model 2 adjusts for CPC follow-on participation, race/ethnicity, risk
index, gender, and any child abuse/neglect by age 4. Model 3 adjusts
for Model 2 covariates and CPC program sites. Model 4 adjusts for CPC
follow-on participation, race/ethnicity, gender, and individual risk
measures. Model 5 adjusts for Model 3 covariates and CPC program
sites.
Table 5
Main Effects on Shorter-Term Social and Emotional Competence
Indicators
CPC No-
Preschool Preschool
Outcome Group Group
Perceived competence (age 9) * .003 -.008
Perceived competence (ages 9-10) * .099 -.009
Social adjustment (age 7) 20.1 18.6
Social adjustment (ages 8-9) 19.2 18.4
Mean Effect
Outcome Difference p-value Size
Perceived competence (age 9) * -.005 .896 .16
Perceived competence (ages 9-10) * .108 .469 .18
Social adjustment (age 7) 1.5 .001 .45
Social adjustment (ages 8-9) .8 .038 .33
* Indicates means are reported using z-scores. Reported effect sizes
adjust for CPC follow-on participation, race/ethnicity, risk index,
gender, any child abuse/neglect by age 4, and CPC sites.
Table 6
Main Effects of Preschool Intervention on Longer-Term Social and
Emotional Competence Indicators
CPC No-
Preschool Preschool
Outcome Group Group
Perceived competence (ages 11-12) * .063 -.123
Social adjustment (ages 11-12) 19.6 18.5
Assertive social skills (ages 12-13) 15.8 15.0
Acting-out behaviors (ages 12-13) 12.1 12.9
Task orientation (ages 12-13) 14.6 14.0
Frustration tolerance (ages 12-13) 14.5 14.1
Shyness/Anxiety (ages 12-13) 9.8 10.2
Peer social skills (ages 12-13) 17.0 16.2
Total competence (ages 12-13) 62.0 59.4
Total problems (ages 12-13) 36.4 38.5
Any EBD (age 15) .029 .031
Mean Effect
Outcome Difference p-value Size
Perceived competence (ages 11-12) * .186 .083 .16
Social adjustment (ages 11-12) 1.1 .048 .34
Assertive social skills (ages 12-13) .8 .086 .21
Acting-out behaviors (ages 12-13) -.8 .207 -.19
Task orientation (ages 12-13) .6 .179 .21
Frustration tolerance (ages 12-13) .4 .381 .22
Shyness/Anxiety (ages 12-13) -.4 .400 -.17
Peer social skills (ages 12-13) .8 .084 .24
Total competence (ages 12-13) .6 .089 .19
Total problems (ages 12-13) -2.1 .124 .17
Any EBD (age 15) -.002 .869 .16
* Indicates means are reported using Z-scores. Reported effect sizes
adjust for CPC follow-on participation, race/ethnicity, risk index,
gender, any child abuse/neglect by age 4, and CPC sites
Table 7
Regressions for Shorter-Term Outcomes
Perceived Self- Social
Competence Adjustment
Age 9 * Age 7
B p-value B p-value
Model 1 (unadjusted)
CPC Preschool 0.174 0.006 2.113 0.000
Model 2 (adjusted)
CPC Preschool 0.108 0.112 1.024 0.007
Gender 0.183 0.002 2.438 0.000
Race -0.045 0.698 -0.381 0.569
Risk -0.079 0.000 -0.181 0.085
Abuse by age 4 -0.404 0.073 0.286 0.813
School-age program 0.048 0.466 -0.131 0.724
Missing dummy code 0.069 0.258 -0.259 0.705
R-square 0.065 0.222
R-square change 0.058 0.193
Model 3
CPC preschool 0.109 0.205 1.513 0.001
Gender 0.189 0.001 2.356 0.000
Race -0.350 0.069 -0.582 0.576
Risk -0.068 0.001 -0.227 0.043
Abuse by age 4 -0.448 0.047 0.707 0.557
School-age program -0.016 0.834 -0.066 0.876
Missing dummy code 0.223 0.089 -0.221 0.303
R-square 0.104 0.259
R-square change 0.040 0.037
CPC Sites
Perceived Self- Social
Competence Adjustment
Ages 9-10 * Ages 8-9
B p-value B p-value
Model 1 (unadjusted)
CPC Preschool 0.068 0.362 0.898 0.002
Model 2 (adjusted)
CPC Preschool -0.074 0.368 -0.261 0.382
Gender 0.145 0.035 2.025 0.000
Race -0.038 0.771 -2.497 0.000
Risk -0.037 0.113 -0.296 0.000
Abuse by age 4 -0.185 0.513 -0.802 0.407
School-age program 0.044 0.577 0.627 0.029
Missing dummy code 0.016 0.332 0.118 0.078
R-square 0.073 0.200
R-square change 0.072 0.192
Model 3
CPC preschool 0.012 0.905 1.405 0.015
Gender 0.141 0.040 1.976 0.000
Race -0.379 0.077 -3.903 0.000
Risk -0.038 0.121 -0.299 0.001
Abuse by age 4 -0.142 0.615 -0.835 0.385
School-age program 0.037 0.687 0.359 0.262
Missing dummy code 0.114 0.305 0.225 0.096
R-square 0.121 0.242
R-square change 0.048 0.042
CPC Sites
* Indicates Z-scores.
Table 8
Regressions for Selected Longer-Term Outcomes
Perceived Self- Social
Competence Adjustment
Ages 11-12 * Ages 11-12
B p-value B p-value
Model 1 (unadjusted)
CPC preschool 0.187 0.001 1.058 0.001
Model 2 (adjusted)
CPC preschool 0.125 0.050 0.486 0.165
Gender 0.212 0.000 2.376 0.000
Race -0.060 0.568 -1.879 0.001
Risk -0.037 0.046 -0.300 0.003
Abuse by age 4 -0.170 0.451 1.001 0.423
School-age program 0.054 0.391 0.349 0.303
R-square 0.047 0.124
R-square change 0.037 0.114
Model 3
CPC preschool 0.186 0.224 1.405 0.014
Gender 0.197 0.001 2.284 0.000
Race -0.108 0.525 -3.476 0.000
Risk -0.027 0.177 -0.231 0.035
Abuse by age 4 -0.155 0.498 1.114 0.378
School-age program 0.059 0.419 0.196 0.615
R-square 0.059 0.144
R-square change 0.013 0.021
CPC sites
Assertive Social Acting-out
Skills Behaviors
Ages 12-13 Ages 12-13
B p-value B p-value
Model 1 (unadjusted)
CPC preschool 0.823 0.010 -0.781 0.080
Model 2 (adjusted)
CPC preschool 0.655 0.060 -0.550 0.246
Gender 0.879 0.004 -3.210 0.000
Race -0.020 0.973 1.899 0.018
Risk -0.256 0.011 0.319 0.019
Abuse by age 4 0.803 0.503 0.354 0.828
School-age program -0.025 0.940 0.079 0.863
R-square 0.037 0.081
R-square change 0.030 0.078
Model 3
CPC preschool 0.773 0.086 -0.780 0.207
Gender 0.788 0.009 -3.118 0.000
Race -1.113 0.243 3.338 0.011
Risk -0.174 0.107 0.378 0.011
Abuse by age 4 1.183 0.325 0.252 0.879
School-age program 0.041 0.912 -0.213 0.679
R-square 0.074 0.101
R-square change 0.038 0.019
CPC sites
Task
Orientation
Ages 12-13
B p-value
Model 1 (unadjusted)
CPC preschool 1.122 0.001
Model 2 (adjusted)
CPC preschool 0.672 0.058
Gender 3.091 0.000
Race -2.079 0.001
Risk -0.271 0.008
Abuse by age 4 1.916 0.117
School-age program 0.384 0.259
R-square 0.147
R-square change 0.136
Model 3
CPC preschool 0.617 0.179
Gender 3.020 0.000
Race -3.784 0.000
Risk -0.239 0.030
Abuse by age 4 1.947 0.113
School-age program 0.448 0.240
R-square 0.173
R-square change 0.027
CPC sites
* Indicates Z-scores.
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