The school counselor activity rating scale: an instrument for gathering process data.The importance of collecting process data describing school counselor A school counselor is a counselor and educator who works in schools, and have historically been referred to as "guidance counselors" or "educational counselors," although "Professional School Counselor" is now the preferred term. practice is widely supported as a component of accountability. However, the lack of practically significant and valid instruments may hamper this practice. The School Counselor Activity Rating Scale was designed to measure how school counselors actually spend their time versus how they would prefer to spend their time in job-related activities. Its development, initial validity and reliability results, and potential applications are presented in this article. ********** "What do school counselors do?" is not a new question. Indeed, on any given day, practicing school counselors need to provide an answer to this question for teachers, administrators, parents, and in truth, themselves. One way to answer this question is to collect and analyze process data. Process data can describe an important aspect of school counselor practice and effectiveness, that is, how school counselors are spending their time in their day-to-day day-to-day adj. 1. Occurring on a routine or daily basis: the day-to-day movements of the stock market. 2. activities (American American, river, 30 mi (48 km) long, rising in N central Calif. in the Sierra Nevada and flowing SW into the Sacramento River at Sacramento. The discovery of gold at Sutter's Mill (see Sutter, John Augustus) along the river in 1848 led to the California gold rush of School Counselor Association [ASCA ASCA American School Counselor Association ASCA Australian Shepherd Club of America ASCA Arab Society of Certified Accountants ASCA American Swimming Coaches Association ASCA American Society of Consulting Arborists ASCA Association of State Correctional Administrators ], 2003). Given that there is a continual need for school counselors to describe and account for what they do, it follows that an instrument that can be used to collect relevant process data is warranted. The purpose of this study was to examine initial validity, and reliability data on the School Counselor Activity Rating Scale, an instrument that school counselors could use to gather process data. Information describing what school counselors do has been collected and has received a great deal of attention in school counseling literature. Past research has focused on how school counselors spend time in particular activities (Bonebrake & Borgers, 1984; Carroll Car·roll , James 1854-1907. British-born American physician noted for his research on yellow fever. In 1900 he deliberately infected himself with the disease for experimental purposes. , 1993; Hardesty Hardesty can refer to:
American architect and city planner. He did his major work in Chicago, including the general design for the Columbian Exposition (1893) and several early skyscrapers. Noun 1. & Jackson Jackson. 1 City (1990 pop. 37,446), seat of Jackson co., S Mich., on the Grand River; inc. 1857. It is an industrial and commercial center in a farm region. , 2000; Carter, 1993). Although there has been little consistency in the measurement of time in activities, or the types of activities studied, the consistency of findings reveals that there remains a discrepancy DISCREPANCY. A difference between one thing and another, between one writing and another; a variance. (q.v.) 2. Discrepancies are material and immaterial. between what is advocated as best practice (the type of activities and the time devoted to various tasks as related to program objectives) and what is actually practiced in schools (Burnham & Jackson; Carter; Hutchinson Hutchinson, city (1990 pop. 39,308), seat of Reno co., S central Kans., on the Arkansas River; inc. 1872. It is a commercial and industrial center in a grain (especially wheat), livestock, and oil region. , Barrick, & Groves, 1986; Mustaine et al.; Partin; Scarborough Scarborough, town (1991 pop. 36,665) and district, North Yorkshire, NE England, on the North Sea. The town, primarily a resort, is also an important conference and retirement center. The area was recognized at an early time for its strategic location. , 2002). For the practicing school counselor, the main purpose of collecting process data is for 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. . Gysbers and Henderson Henderson. 1 City (1990 pop. 25,945), seat of Henderson co., NW Ky., on the Ohio River, in an oil, coal, tobacco, corn, and livestock area; founded 1797, inc. as a city 1867. (1988) stated, "The purpose of evaluation is to provide data to make decisions about the structure and impact of the program and the professional personnel involved" (p. 263). Process data describe the way the school counseling program is structured and conducted (i.e., what activities have been done) and whether prescribed pre·scribe v. pre·scribed, pre·scrib·ing, pre·scribes v.tr. 1. To set down as a rule or guide; enjoin. See Synonyms at dictate. 2. To order the use of (a medicine or other treatment). practice was followed (ASCA, 2003). 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. The National Standards for School Counseling Programs, As a first step to understanding your site's use of time, all the school counselors should keep track of their time and document activities performed throughout their days. This allows school counselors and administrators to determine the amount of time being spent in each of the delivery system components [e.g., consultation, coordination, counseling, curriculum] and in non-school-counseling activities. (ASCA, p. 51) Assessing the amount of time spent in activities addresses what is happening and then provides an opportunity to discuss what should or could be happening (ASCA). In situations with a discrepancy between actual and prescribed practice, school counselors then can make adjustments that will lead to greater effectiveness. Outcome studies, on the other hand, provide information on the effectiveness of interventions and of the program being implemented. Empirical research Noun 1. empirical research - an empirical search for knowledge inquiry, research, enquiry - a search for knowledge; "their pottery deserves more research than it has received" supports the benefits of the four overarching o·ver·arch·ing adj. 1. Forming an arch overhead or above: overarching branches. 2. Extending over or throughout: "I am not sure whether the missing ingredient . . . interventions of school counselors (consultation, coordination, counseling, curriculum). In addition, there is research supporting the positive effects of more fully implemented comprehensive developmental school counseling programs on overall student development, including academic, career, and emotional development, academic achievement, as well as quality of life (Gysbers, Lapan, & Blair Blair , Anthony Charles Lynton Known as "Tony" Born 1953. British lawyer, politician, and Labour Party leader who was elected prime minister in 1997. , 1999; Lapan, Gysbers, & Petroski, 2001; Whiston & Sexton sex·ton n. An employee or officer of a church who is responsible for the care and upkeep of church property and sometimes for ringing bells and digging graves. , 1998). The implication is that by providing these essential counseling tasks (process), school counselors contribute to student success in the achievement of essential competencies (outcome). There may also be a second purpose for documenting school counselor activities. School counselors may share these data to inform constituents about their role and impact. Not only has there been research describing the discrepancy between actual and best practice, but the literature has hypothesized a number of reasons for this discrepancy, including case load, amount of paperwork, and years of experience (Carter, 1993; Johnson, 1993; Mustaine et al., 1996). However, the most consistent reason cited for this discrepancy is the assignment of non-counseling duties to school counselors, or the more general concern that school counselor roles and duties are determined by others (i.e., administration) rather than by best practice (Borders & Drury, 1992; Burnham & Jackson, 2000; Carter; Johnson; Mustaine et al.; Partin, 1993). Indeed, several studies highlight the high percentage of school counselor time spent on "nonguidance" activities (e.g., Burnham & Jackson; Partin; Vandegrift, 1999). A common theme in the literature is that school counselors have not taken ownership of this professional issue and have allowed administrators to continue to define their positions (e.g., Burnham & Jackson; Gysbers & Henderson, 2000; Mustaine et al.). Sears and Coy (1991) stated, "School counselors appear to be reluctant or unable to convince principals that they should perform the duties for which they have been trained" (p. 3). Subsequently, the call has been that school counselors become more active in conveying their role and duties to parents, teachers, and administrators (e.g., Carter; Isaacs, 2003; Mustaine et al.; Partin; Sears & Coy; Wilgus & Shelley, 1988). THE PURPOSE OF THIS STUDY There is a consistent call and need for process data reflecting what school counselors do. On the one hand, school counselors need to demonstrate their effectiveness, and on the other hand, they need to advocate for themselves to be able to do the activities that most contribute to their effectiveness. Although there has been significant study of how school counselors spend their time, instrumentation instrumentation, in music: see orchestra and orchestration. instrumentation In technology, the development and use of precise measuring, analysis, and control equipment. has varied and the instruments were not necessarily made available for practical use. Indeed, authors have rarely addressed the validity or reliability of their instruments. The purpose of this study was to examine the initial reliability and validity of the School Counselor Activity Rating Scale (SCARS Scars Definition Scars are marks created during the healing of damage to the skin or tissues. Description A scar is a manifestation of the skin's healing process. ) (Scarborough, 2002). The SCARS was developed to assess performance of actual and preferred job duties currently being carried out by practicing school counselors. Preferred activities refers to school counseling activities recommended by ASCA's (2003) National Model, including consultation, coordination, counseling, and curriculum interventions. School counselors, school district administrators, counselor educators, and researchers could use reliable and valid instruments to gather process data about how school counselors spend their time. In addition, data about how school counselors would prefer to spend their time could be gathered with the same instrument, thus allowing for immediate comparisons and discussion of differences. METHOD Instrument The SCARS was developed in two phases. In Phase 1, the instrument was designed, including task statements, rating scale, and format. In Phase 2, the resulting instrument was pretested. The first step in Phase 1 was the development of a list of work activities reflecting the job of school counselors. Task statements were developed to reflect the activities subsumed under the four major interventions described by ASCA (1999) and the National Model for school counseling programs (ASCA, 2003), as well as activities that are reported to be commonly performed by school counselors. Items were selected to describe activities in each of five areas: counseling (individual and group), consultation, coordination, curriculum (classroom lessons), and "other" (clerical and other duties potentially performed by school counselors). The professional literature was reviewed for common school counselor work activities, including school counseling textbooks (i.e., Baker, 2000; Gibson & Mitchell Mitchell, city (1990 pop. 13,798), seat of Davison co., SE S.Dak.; inc. 1881. Mitchell is a trade, distribution, and shipping center for a dairy and livestock area. , 1995; Gysbers & Henderson, 2000; Myrick, 1997), ASCA publications including position statements and The National Standards for School Counseling Programs (Campbell & Dahir, 1997); and journal articles focusing on school counselor activities (e.g., Bonebrake & Borgers, 1984; Borders & Drury, 1992; Burnham & Jackson, 2000; Carter, 1993; Davis, 1999; Hardesty & Dillard, 1994; Hutchinson et al., 1986; Johnson, 1993; Mustaine et al., 1996; Partin, 1993; Wilgus & Shelley, 1988). Based upon these reviews, 50 items were selected to reflect representative activities for the categories of counseling, consultation, coordination, curriculum, and other duties. In the second step of Phase 1, literature was reviewed regarding instrument design and the measurement of frequency of activities. There has been wide variation in the assessment of how school counselors spend their time. Participants have been asked to estimate the percentage of time spent in activities (Olson, 1983; Partin, 1993; Vandegrift, 1999), to rank order activities according to how they spent their time (Hutchinson et al., 1986), or to complete a frequency scale (Carter, 1993; Johnson, 1993; Loesch & Vacc, 1993; Tennyson et al., 1989). The SCARS uses a verbal frequency scale in which school counselors are asked how often an activity is performed. A verbal frequency scale is used as a measure of "how often" an action is taken, rather than a Likert scale Likert scale A subjective scoring system that allows a person being surveyed to quantify likes and preferences on a 5-point scale, with 1 being the least important, relevant, interesting, most ho-hum, or other, and 5 being most excellent, yeehah important, etc that measures "strength of agreement," although both are very similar (Alreck & Settle, 1985). The choice to use a frequency scale was based on A Work Behavior Work behavior is a term used to describe the behavior one uses in the workplace and is normally more formal than other types of human behavior. This varies from profession to profession, as some are far more casual than others. Analysis of Professional Counselors (Loesch & Vacc, 1993; see also Davis, 1999) and the Survey of Counselor Functions (Carter, 1993) as were as the work of Tennyson et al. (1989). It is recognized that the verbal frequency scale has limitations (i.e., the specific amount of time is not assessed), but it was chosen for perceived ease, comprehensiveness, and flexibility. Recording actual time spent in tasks, although potentially most accurate, is time-consuming. An alternative, estimating percentages of time spent in tasks, did not seem to lend well to gathering data on specific activities (as differentiated from the more general 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. categories). The use of a frequency scale, however, expanded statistical analysis options for the data. The SCARS was designed to measure both the frequency with which the school counselor actually performs the activity and the frequency with which the school counselor would prefer to perform each activity. On the first dimension, actual performance, participants rate on a 5-point verbal frequency scale whether they "1--never do this [activity]," "2--rarely do this [activity]," "3--occasionally do this [activity]," "4--frequently do this [activity]," or "5--routinely do this [activity]." Similarly, on the second dimension, preferred performance, participants rate whether they "1--would prefer to never do this [activity]," "2--would prefer to rarely do this [activity]," "3--would prefer to occasionally do this [activity]," "4--would prefer to frequently do this [activity]," or "5--would prefer to routinely do this [activity]." The choice for scale values was based on A Work Behavior Analysis of Professional Counselors (Loesch & Vacc, 1993; see also Davis, 1999). The SCARS was constructed in a way that participants could identify their actual frequency rating and preferred frequency rating for each activity before moving to the next item. After the initial development of the instrument, Phase 2 was conducted. The pretest pre·test n. 1. a. A preliminary test administered to determine a student's baseline knowledge or preparedness for an educational experience or course of study. b. A test taken for practice. 2. was conducted to assess for production mistakes, question/statement and scale construction, and readability read·a·ble adj. 1. Easily read; legible: a readable typeface. 2. Pleasurable or interesting to read: a readable story. , and understanding (Dillman, 2000). During the first step of Phase 2, interviews were conducted with two participants. One individual participated in a "think-aloud" interview (Dillman). During this process, the participant completed all procedures of the survey process by reading all information aloud and verbally expressing thoughts during the process. This process was done in the presence of the interviewer. A retrospective LAW, RETROSPECTIVE. A retrospective law is one that is to take effect, in point of time, before it was passed. 2. Whenever a law of this kind impairs the obligation of contracts, it is void. 3 Dall. 391. technique was used with a second individual (Dillman, 2000). During the retrospective interview, the participant, in the presence of the interviewer, engaged in the survey process as if the interviewer were not present. The interviewer then observed the participant, noting any skipped questions, confused expressions, or other behavior that would seem to indicate a problem with understanding. After completion, the interviewer asked questions about the noted observations. Both the "think-aloud" and retrospective methods were used to gain understanding of how the directions and questions were being interpreted and whether the intent of the items and instrument was being realized (Dillman). In addition, general questions regarding survey design and general reactions to the survey were asked and discussed. The second step of Phase 2 involved the review of the instrument by knowledgeable colleagues. This step was employed to elicit e·lic·it tr.v. e·lic·it·ed, e·lic·it·ing, e·lic·its 1. a. To bring or draw out (something latent); educe. b. To arrive at (a truth, for example) by logic. 2. feedback based on the experience of the participants with previous surveys and knowledge of study objectives (Dillman, 2000). Five individuals were selected, representing different areas of expertise, to review all aspects of the survey process. One individual was selected as an expert on school counseling with experience as a school counselor and over 10 years of experience as a counselor educator with primary emphasis in training master's-level school counselors. Another individual also was chosen as an expert in school counseling with experience as a mental health counselor A mental health counselor is a professional who provides counseling to individuals, couples, families, groups, or larger systems. A mental health counselor may also have training in educational and vocational counseling (MacCluskie & Ingersoll 2001). in schools and 4 years of experience as a counselor educator primarily focused on training school counselors and researching school counselor practice. Another individual was selected as an expert in research methodology. This individual also had prior experience as a school counselor and had been a counselor educator and counseling researcher for almost 30 years. A fourth individual was chosen for her expertise in counselor education without practice or emphasis in school counseling. Because of a lack of knowledge of current school counseling literature, her understanding of the survey was solely based on the construction and readability of the instrument. The final individual was selected as an expert in survey research and instrument construction. Based on feedback from participants from Phase 2, changes were made in the content and design of the SCARS. Some task statements were removed due to redundancy and replaced with other task statements identified in Phase 1 and reflective Refers to light hitting an opaque surface such as a printed page or mirror and bouncing back. See reflective media and reflective LCD. of common school counselor practice. The design of the SCARS was altered based on consistent feedback from the participants. Rather than a random listing of the task statements, which resulted in confusion for the majority of participants, task statements were grouped by general category (counseling, consultation, curriculum, coordination, and other). The initially tested version of the SCARS contained 50 items that described specific work activities as practiced by school counselors or as suggested as important activities by leaders in the school counseling profession. An example of an item from the counseling category is "counsel with students regarding personal problems." An example from the consultation category is "consult with school staff concerning student behavior." An example from the coordination category is "coordinate and maintain a comprehensive developmental school counseling program." An example of an item from the curriculum category is "conduct classroom lessons addressing career development and the world of work." The item "perform hall, bus, cafeteria cafeteria: see restaurant. duty" is an example from the other category. Participants Six hundred elementary; middle, and high school counselors were selected from two Southern states Southern States U.S. Confederacy government of 11 Southern states that left the Union in 1860. [Am. Hist.: EB, III: 73] Dixie popular name for Southern states in U.S. and for song. [Am. Hist. to participate in the study. A total of 300 participants (100 per grade level) were randomly selected from each state. The sample from one state was drawn from a list of school counselors employed by the state. As no such list existed in the other state, a list of members of the state school counselor association was obtained. A total of 361 usable USable is a special idea contest to transfer US American ideas into practice in Germany. USable is initiated by the German Körber-Stiftung (foundation Körber). It is doted with 150,000 Euro and awarded every two years. surveys were returned and used for analysis. Of the respondents In the context of marketing research, a representative sample drawn from a larger population of people from whom information is collected and used to develop or confirm marketing strategy. , 117 were elementary school elementary school: see school. counselors, 120 were middle school counselors, and 124 were high school counselors. The usable survey response rate was 60%. The sample of school counselors consisted of 89.7% females and 10.3% males. The participants were African American African American Multiculture A person having origins in any of the black racial groups of Africa. See Race. (10.7%), Asian American A·sian A·mer·i·can also A·sian-A·mer·i·can n. A U.S. citizen or resident of Asian descent. See Usage Note at Amerasian. A (.3%), Native American (1.1%), Hispanic Hispanic Multiculture A person of Mexican, Puerto Rican, Cuban, Central or South American, or other Spanish culture or origin, regardless of race Social medicine Any of 17 major Latino subcultures, concentrated in California, Texas, Chicago, Miam, NY, and elsewhere American (.6%), and European American A European American (Euro-American) is a person who resides in the United States and is either the descendant of European immigrants or from Europe him/herself.[1] Overall, as the largest group, European Americans have the lowest poverty rate [2] (87.4%). The average age of school counselors was 45.72 (SD = 10.02). On average, participants had 11 years of experience, with 27.9% having 5 or fewer years of experience. Approximately 90% of respondents indicated their school counseling license was a result of a master's degree master's degree n. An academic degree conferred by a college or university upon those who complete at least one year of prescribed study beyond the bachelor's degree. Noun 1. , whereas 9% qualified because of add-on A purchase of additional goods before payment is made for goods already purchased. An add-on may be covered by a clause in an installment payment contract that allows the seller to hold a security interest in the earlier goods until full payment is made on the later goods. certification. Over 90% of participants had a master's degree specifically in school counseling. Nearly half (48.1%) of participants completed their school counseling training before 1990, and 43.5% indicated that they had graduated from a Council for Accreditation accreditation, n a process of formal recognition of a school or institution attesting to the required ability and performance in an area of education, training, or practice. of Counseling and Related Educational Programs accredited accredited recognition by an appropriate authority that the performance of a particular institution has satisfied a prestated set of criteria. accredited herds cattle herds which have achieved a low level of reactors to, e.g. program. Slightly over 28% were members of the American Counseling Association The American Counseling Association (ACA) is a non-profit, professional organization that is dedicated to the counseling profession. ACA is the world's second largest association exclusively representing professional counselors. and 41.6% were members of ASCA. Data Collection The Dillman Total Design Method of survey procedures was used to collect data for this study (Dillman, 2000). MI surveys were numerically nu·mer·i·cal also nu·mer·ic adj. 1. Of or relating to a number or series of numbers: numerical order. 2. Designating number or a number: a numerical symbol. coded for the purpose of minimizing the mailing of subsequent surveys to participants who had already completed and returned the instrument. The first phase of data collection involved mailing a pre-notice postcard to all the randomly selected participants. This postcard informed participants that they would be receiving a survey and asked for their participation. The second phase of data collection, implemented approximately 1 week after the pre-notice postcard, was the mailing of the cover letter, the survey instrument, and a self-addressed, stamped return envelope. The cover letter outlined the general purpose of the research study and the procedures the participants were asked to follow. A statement addressing voluntary participation was included. The third phase of data collection was the mailing of a "thank you" postcard 1 week after the initial survey mailing. Appreciation for responding to the questionnaire was expressed, and the postcard also served as a reminder for those individuals who had not yet returned a completed questionnaire. The final phase of data collection occurred 3 weeks after the initial questionnaire mailing. A replacement questionnaire was sent along with a cover letter asking the recipient to respond. Data collection was completed 6 weeks after the mailing of the initial survey packets. Statistical Analyses All returned surveys were used in the analyses. Any missing values In statistics, missing values are a common occurrence. Several statistical methods have been developed to deal with this problem. Missing values mean that no data value is stored for the variable in the current observation. were handled by pair-wise elimination from calculations. Because the total number of surveys 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. was greater than 300, an adequate sample size was attained at·tain v. at·tained, at·tain·ing, at·tains v.tr. 1. To gain as an objective; achieve: attain a diploma by hard work. 2. for statistical analyses (Tinsley & Tinsley, 1987). A principal components factor analysis with an orthogonal At right angles. The term is used to describe electronic signals that appear at 90 degree angles to each other. It is also widely used to describe conditions that are contradictory, or opposite, rather than in parallel or in sync with each other. transformation using the varimax rotation was performed to identify factors and assess construct validity construct validity, n the degree to which an experimentally-determined definition matches the theoretical definition. of the SCARS. Orthogonal rotation was selected because it forces the factors to be independent from one another (Tinsley & Tinsley, 1987). While it is acknowledged that there may be an overlap o·ver·lap n. 1. A part or portion of a structure that extends or projects over another. 2. The suturing of one layer of tissue above or under another layer to provide additional strength, often used in dental surgery. v. of skills in interventions (e.g., counseling and consultation), each intervention is considered to be separate and distinct. Because four intervention categories are recognized within the school counseling profession (counseling, consultation, coordination, and curriculum), a decision was made to analyze these items separately from the "other" activities. Therefore, factor analyses Verb 1. factor analyse - to perform a factor analysis of correlational data factor analyze analyse, analyze - break down into components or essential features; "analyze today's financial market" were conducted on the 40 items representing the four categories for each scale ("Actual" and "Prefer") of the instrument. Subsequently, factor analyses were conducted on the 10 items of the "other" category for each scale to aid in understanding of these common activities. Kachigan (1986) indicated that factor loadings of .3, .4, or .5 are most often used for meaningful analysis, therefore a minimum factor loading of .4 was used for this study. Tinsley and Tinsley (1987) recommended that more than one consideration be used in choices to retain factors. Therefore, the choice to retain factors was influenced through consideration of a scree test, explained variance Explained variance is part of the variance of any residual that can be attributed to a specific condition (cause). The other part of variance is unexplained variance. The higher the explained variance relative to the total variance, the stronger the statistical measure used. , eigenvalues eigenvalues statistical term meaning latent root. , as well as comprehensibility (Kachigan, 1986; Tinsley & Tinsley). The scree test was examined to identify the number of factors appearing to be "real" factors (those to the left of the scree) and those that may be attributed to error (those to the right of the scree). Subsequently, the percentage 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 accounted for by the factor solution was examined. The choice is determined by accounting for the amount of explained variance (comprehensiveness) with as few meaningful factors as possible (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 ) (Kachigan). As is commonly practiced, only factors with eigenvalues greater than 1 were retained (Tinsley & Tinsley). In addition to these statistical determinates, a factor solution was considered in relation to "what makes the most sense in light of what is already known about the subject matter" (Kachigan, p. 389). Therefore, school counseling literature and previous research were considered in the determination of a factor solution. In addition, the Kaiser-Meyer-Olkin (KMO KMO Kaiser-Meyer-Olkin (test to assess the appropriateness of using factor analysis on data) KMO Knowledge Master Open (academic competition) KMO Kunglig Majestäts Orden ) measure of sampling adequacy and Bartlett's test Bartlett's test (Snedecor and Cochran, 1983) is used to test if k samples have equal variances. Equal variances across samples is called homoscedasticity or homogeneity of variances. (Tinsley & Tinsley) were examined to determine that the data were suitable for factor analytic Adj. 1. factor analytic - of or relating to or the product of factor analysis factor analytical procedures. Final decisions for the determination of subscales were based on factor analysis results and further analysis of the individual items that loaded differently on the Actual and Prefer scales. Construct validity was further assessed through the examination of group differences (one-way analysis of variance [ANOVA anova see analysis of variance. ANOVA Analysis of variance, see there ]) and correlations between resultant This article is about the resultant of polynomials. For the result of adding two or more vectors, see Parallelogram rule. For the technique in organ building, see Resultant (organ). In mathematics, the resultant of two monic polynomials subscales and selected demographic variables. Internal consistency In statistics and research, internal consistency is a measure based on the correlations between different items on the same test (or the same subscale on a larger test). It measures whether several items that propose to measure the same general construct produce similar scores. reliability was assessed using Cronbach's coefficient coefficient /co·ef·fi·cient/ (ko?ah-fish´int) 1. an expression of the change or effect produced by variation in certain factors, or of the ratio between two different quantities. 2. alpha. RESULTS Based on analyses of the scree plot and explained variance for the Actual scale, a four-factor solution was found for the original 40 items representing the counseling, coordination, consultation, and curriculum categories (results will be presented below for the items making up the "other" category). All factors met Kaiser's criterion with eigenvalues greater than 1. The amount of explained variance of the four factors was 47.27%. The KMO measure of sampling adequacy was .91 and Bartlett's test was significant. The analysis of the Prefer scale of these same items also revealed a four-factor solution. The amount of explained variance of these four factors was 45.22%. The KMO measure of sampling adequacy was .90 and Bartlett's test was significant. All items had loadings greater than or equal to .40. (Item loading results and means and standard deviations 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. for all items are available from the author upon request.) An analysis of the results of the Actual and Prefer scales was conducted to evaluate the validity of the four subscales. It was found that 32 of 40 items loaded similarly on the Actual and Prefer scales. Based on item loadings, the following names have been assigned as·sign tr.v. as·signed, as·sign·ing, as·signs 1. To set apart for a particular purpose; designate: assigned a day for the inspection. 2. to the factors: Curriculum (Factor 1), Coordination (Factor 2), Counseling (Factor 3), and Consultation (Factor 4). A total of eight items are included in the Curriculum subscale. An example is "conduct classroom lessons on various personal and/or social traits (e.g., responsibility, respect)." The Cronbach's alpha Cronbach's (alpha) has an important use as a measure of the reliability of a psychometric instrument. It was first named as alpha by Cronbach (1951), as he had intended to continue with further instruments. reliability coefficients for the Curriculum subscale were .93 for
Actual and .90 for Prefer. Thirteen items were included on the
Coordination subscale. "Inform teachers/administrators about the
role, training, program, and interventions of a school counselor within
the context of your school" and "coordinate orientation
process/activities for students" were examples of Coordination
items. The Cronbach's alpha reliability coefficients for this
subscale were .84 for Actual and .85 for Prefer. The Counseling subscale
included nine total items such as "conduct small group counseling
addressing relationship/social skills" and "counsel students
regarding personal/family concerns." The Cronbach's alpha
reliability coefficients for Counseling were .85 for Actual and .83 for
Prefer. Seven items were retained for the Consultation subscale. Items
included "coordinate referrals for students and/or families to
community or education professionals (e.g., mental health, speech
pathology speech pathologyn. The science concerned with the diagnosis and treatment of functional and organic speech defects and disorders. Also called speech-language pathology. , medical assessment)" and "assist in identifying exceptional children (special education)." The Cronbach's alpha reliability coefficients for this subscale were .75 for Actual and .77 for Prefer. One item, "counsel students regarding academic issues," had a negative loading for the Actual scale of the Curriculum subscale (-.41) but loaded on Factor 4 (Consultation) for the Prefer scale (.55). Initially, it was anticipated that this item would load with other Counseling activities. Given the results of the factor analyses and review of literature, this item was not included in any subscale. "Other" School Counseling Activities Based on the analysis of the eigenvalues, a two-factor solution was found for the 10 items representing the Actual scale of the "other" category. The amount of explained variance of the two factors was 48%. The KMO measure of sampling adequacy was .73 and Bartlett's test was significant. Analysis of the Prefer scale of these 10 items revealed a three-factor solution. The amount of the explained variance for these three factors was 57.3%. The KMO measure of sampling adequacy was .73 and Bartlett's test was significant. An analysis of the results of the Actual and Prefer scales was conducted to evaluate the validity of the subscales. After examination, the three-factor solution of the Prefer scale was used to develop meaningful subscales (Clerical, Fair Share, and Administrative). The Clerical subscale consisted of three items. For example, one was "enroll students in and/or withdraw students from school." The Cronbach's alpha reliability coefficients were .84 for Actual and .80 for Prefer. The Fair Share subscale included five items reflecting a broad range of activities that school counselors may perform (e.g., "participate on school committees"). The Cronbach's alpha reliability coefficients for the five items were .53 for Actual and .58 for Prefer. Factor 3 also was composed of activities considered to be "non-school counseling." This subscale was referred to as "Administrative" based on an assumption that administrators are charged with overseeing these responsibilities (e.g., "substitute teach or cover classes," "handle discipline of students"). The Cronbach's alpha reliability coefficients for this subscale were .43 for Actual and .52 for Prefer. Further Assessment of Construct Validity Convergent construct validity was established by examining group differences among grade levels of employment on the SCARS subscales (Actual scale). Because job roles and activities may be expected to differ based on grade level of employment (elementary, middle/junior high, high school), group differences were expected (Davis, 1999; Hardesty & Dillard, 1994, Myrick, 1997; Sisson & Bullis, 1992). Given the large sample size (N = 360) and balanced groups (elementary, n = 117; middle/junior, n = 120; high school, n = 124), ANOVA is a robust statistic statistic, n a value or number that describes a series of quantitative observations or measures; a value calculated from a sample. statistic a numerical value calculated from a number of observations in order to summarize them. useful in examining group differences. With a Bonferroni corrected alpha level (.05/7 = .007), analyses revealed a statistically significant effect of grade level on all seven SCARS subscales. Effect sizes measured by [[omega].sup.2] are considered medium or large (Kirk, 1996). See Table 1 for results. Scheffe's post hoc post hoc adv. & adj. In or of the form of an argument in which one event is asserted to be the cause of a later event simply by virtue of having happened earlier: tests revealed significant differences among all three grade levels on the Curriculum, Coordination, and Counseling scales, with elementary school counselors spending more time in each area than were middle and high school counselors, and middle school counselors spending more time than were high school counselors on those activities as measured by the SCARS. High school counselors, on the other hand, spent significantly more time on Clerical duties than did middle and elementary school counselors, and middle school counselors' means were higher than those of the elementary school counselors. Differences among all three groups were found on the Administrative subscale, with middle school counselors spending more time in those areas than the other two levels, and high school counselors spending the least amount of time in those activities as defined by the SCARS. There were no differences between elementary and middle school counselors on the Consultation and Fair Share subscales; however, each spent significantly more time in those duties than did high school counselors. (See Table 2.) Discriminant dis·crim·i·nant n. An expression used to distinguish or separate other expressions in a quantity or equation. construct validity was established by examining correlations between SCARS subscales (Actual scale) and a demographic variable with which they are not expected to associate. The relationship between years of experience and practice has had mixed empirical support (Brott & Myers, 1999; Carter, 1993; Mustaine et al., 1996; Sink & Yillik-Downer, 2001). Results indicate only two modest correlations--between years of experience and the Coordination subscale (r = .21, p < .001) and the Consultation subscale (r = .19, p < .001). DISCUSSION This study examined initial data on the reliability and validity of the SCARS. Results supported the utility of the SCARS to be a measure of process data reflecting how school counselors actually may spend their time versus how they would prefer to spend their time in job-related activities. In addition to the examination of individual activities, the SCARS also may be useful in measuring time devoted to the major interventions of a comprehensive, developmental school counseling program (ASCA, 1999, 2003; Borders & Drury, 1992; Cobia cobia Swift-moving, slim marine game fish (Rachycentron canadum), the only member of the family Rachycentridae. Found in most warm oceans, this voracious predator may grow as long as 6 ft (1.8 m) and weigh 150 lbs (70 kg) or more. & Henderson, 2003). Content validity content validity, n the degree to which an experiment or measurement actually reflects the variable it has been designed to measure. , construct validity, and reliability were assessed on the 40 items representing the activities associated with the four intervention categories recognized by the school counseling profession (ASCA, 1999, 2003). Overall, findings supported the curriculum, coordination, counseling, and consultation interventions of school counselors. The curriculum intervention involves school counselors spending time "Spending Time" is the first single released by Christian artist Stellar Kart. The lyrics describe the band members desire to spend "more time with God". "Sometimes it’s a real struggle to spend time with God. conducting classroom lessons to students. Encompassed in Factor 1 (Curriculum) was the conducting of classroom lessons reflecting competencies addressed in The National Standards for School Counseling Programs (Campbell & Dahir, 1997), such as career development, personal and social characteristics, social skills, conflict resolution, and personal safety. School counselors perform their role as coordinator as they engage in activities to develop, implement, and evaluate the counseling program, or to organize and manage services to students including special events and programs (Myrick, 2003). These activities were represented in Factor 2 (Coordination). School counselors are trained professionals who meet with students individually and in groups to address concerns that may be interfering with the students' learning and personal development. Counseling (individual and group) related to personal and family concerns, school behavior, crisis, relationships, substance abuse, as well as follow-up follow-up, n the process of monitoring the progress of a patient after a period of active treatment. follow-up subsequent. follow-up plan on clients (students) was represented in Factor 3 (Counseling). School counselors are consultants when they spend time working individually or with groups of teachers and parents, or other mental health and school personnel, for the purpose of identifying and/or meeting the needs of students. These activities were represented in Factor 4 (Consultation). A separate analysis was conducted on the 10 items reflecting the school counselor activities considered extraneous ex·tra·ne·ous adj. 1. Not constituting a vital element or part. 2. Inessential or unrelated to the topic or matter at hand; irrelevant. See Synonyms at irrelevant. 3. to the delivery of a comprehensive, developmental school counseling program ("other" duties). Although there is a great variety reflected in these activities, the common element is that they are not directly related to facilitating the academic, career, or personal/social development of students. They do, however, reflect tasks that are necessary within schools. By categorizing these activities more specifically (as opposed to a broad category of "non-school counseling program" tasks), school counselors and their constituents can gain a clearer picture of the activities that school counselors are performing and the amount of time that they usurp u·surp v. u·surped, u·surp·ing, u·surps v.tr. 1. To seize and hold (the power or rights of another, for example) by force and without legal authority. See Synonyms at appropriate. 2. from direct interventions focused on students' success and development. The results supported three underlying factors (Clerical, Fair Share, and Administrative) in which "non-school counseling program" activities may be categorized cat·e·go·rize tr.v. cat·e·go·rized, cat·e·go·riz·ing, cat·e·go·riz·es To put into a category or categories; classify. cat . An examination of group differences on each of the subscales by grade level of employment lends further validity support as the expected significant relationships were found. Correlations between the subscales and years of experience also were examined. As anticipated, particularly in light of the large sample size, results indicated modest, if any, correlations between years of experience and the subscales. Limitations Further research on the SCARS could continue to investigate its 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 properties. Two of the three subscales reflecting "non-school counselor program" tasks had moderate reliability scores. Although it is possible that the small number of items in each of these categories contributed to this finding, further exploration is warranted. Studies that assess 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 or reliability over time (i.e., administrations of the instrument at different points during the school year) may be necessary given that different activities may be given different priority based on school schedules across the academic year. Given that the sample on which the analyses were based comprised school counselors from only two states, analyses on school counselors in other states or a national sample is needed. Implications Results suggested that the SCARS may be useful in collecting process data describing how school counselors are conducting their program (the Actual scale) as well as comparing this with how they would prefer to be spending their time (the Prefer scale). Although school counselor activity has been measured often and in a variety of ways, a valid and reliable instrument that can be used to gather this information would be relevant and useful for practicing school counselors, counselor educators, and school counseling researchers. As Whiston (2002) stated, This is a critical time for leaders in school counseling to invest in the future of the profession and support school counseling research. School counselors may believe they make a difference, but without "hard data" to support these claims, school counselors run the risks of losing their positions. (p. 153) School counselors could benefit from a user-friendly means to collect and analyze data to demonstrate how their programs are being implemented (ASCA, 2003; Kuranz, 2002). For example, school counselors could use this information as part of an overall program evaluation report or to educate constituents about their role and activities. Activities can be reported in specific terms (items) easily understood by school counselors and their constituents (i.e., administration, teachers, and principals) or in general terms reflecting professional terminology. (subscales). The SCARS is one example of an instrument that not only provides this information, but the data can be easily analyzed by looking at scale scores and the means and standard deviations of subscales. Counselor educators could use an instrument such as the SCARS as part of training focused on illustrating the specific activities of school counselors. In addition, discussions of the differences between the "ideal" and "reality" of practice as suggested by research on school counselor professional identity development (Brott & Myers, 1999) may be aided by concrete data reflecting areas of agreement and discrepancy. It is necessary to study school counselor practice and the impact of counselor activities. Although studies have consistently found that school counselors are not spending their time as they prefer and that much of what they do is not reflective of what is currently advocated as best practice, this problem still remains. Yet, studies assessing the relationship between fully implemented school counseling programs and student outcomes have reported positive and hopeful results (Lapan, Gysbers, & Sun, 1997). Data collected from an instrument that reflects how school counselors spend their time could be used as dependent (or criterion) variables in studying the factors related to practice. In addition, studies could be designed to test interventions related to moving school counselors from current practice to becoming more aligned with best practices.
Table 1. Analysis of Variance Results for SCARS Subscales by
Grade Level of Employment (Elementary, Middle, High School)
Source df SS MS F [[omega].sup.2]
Curriculum
Between 2 16302.16 8151.08 240.63 * .57
Within 358 12126.91 33.84
Coordination
Between 2 3481.43 1740.71 23.12 * .11
Within 358 26955.69 75.30
Counseling
Between 2 3627.68 1813.84 61.81 * .25
Within 358 10505.69 29.34
Consultation
Between 2 939.59 469.80 22.77 * .11
Within 358 7387.47 20.62
Clerical
Between 2 4931.73 2465.86 376.49 * .68
Within 358 2344.75 6.55
Fair Share
Between 2 1519.14 759.57 49.19 * .21
Within 358 5528.29 15.44
Administrative
Between 2 127.73 63.86 32.67 * .15
Within 358 699.85 1.95
Note. * p < .007 (Bonferroni adjustment).
Effect size measured by [[omega].sup.2].
Table 2. Comparisons Among SCARS Subscale Means by Grade Level
Elementary Middle
Subscale Mean SD Mean SD
Consultation 3.51 (a) .64 3.60 (b) .61
Coordination 3.17 (a) .62 2.90 (a) .69
Counseling 3.46 (a) .65 3.14 (a) .62
Curriculum 3.79 (a) .75 2.58 (a) .87
Clerical 1.64 (a) .88 4.06 (a) .99
Fair Share 3.62 (a) .84 3.53 (b) .79
Administrative 1.84 (a,c) .70 2.10 (b,c) .83
High
F
Subscale Mean SD (2,358)
Consultation 3.08 (a,b) .69 240.63 *
Coordination 2.59 (a) .68 23.12 *
Counseling 2.60 (a) .53 61.81 *
Curriculum 1.74 (a) .53 22.77 *
Clerical 4.43 (a) .66 376.49 *
Fair Share 2.71 (a,b) .74 49.19 *
Administrative 1.39 (a,b) .54 32.67 *
Note. Means sharing the same subscript (a or b) differ
at p < .01 (Scheffe's test). Means sharing the same
subscript (c) differ at p < .05 (Scheffe's test).
* p < .007 (Bonferroni adjustment).
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Scarborough, Ph.D., NCC NCC See National Clearing Corporation (NCC). , NCSC (National Computer Security Center) The arm of the U.S. National Security Agency that defines criteria for trusted computer products, which are embodied in the Orange Book and Red Book. , is an assistant professor and school counseling program coordinator, Counseling and Human Services Department, Syracuse University Syracuse University, main campus at Syracuse, N.Y.; coeducational; chartered 1870, opened 1871. Syracuse is noted for its research programs in government and industry; facilities include the Center for Science and Technology, the Newhouse Communications Center, and , Syracuse, NY. E-mail: scarboro@syr.edu |
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(alpha) has an important use as a measure of the reliability of a psychometric instrument. It was first named as alpha by Cronbach (1951), as he had intended to continue with further instruments.
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