Efficient <Emphasis Type="Italic">n</Emphasis>-gram analysis in R with <Literal>cmscu</Literal>

We present a new R package, cmscu, which implements a Count-Min-Sketch with conservative updating (Cormode and Muthukrishnan Journal of Algorithms, 55(1), 58–75, 2005), and its application to n-gram analyses (Goyal et al. 2012). By writing the core implementation in C++ and exposing it to R via Rcpp, we are able to provide a memory-efficient, high-throughput, and easy-to-use library. As a proof of concept, we implemented the computationally challenging (Heafield et al. 2013) modified Kneser–Ney n-gram smoothing algorithm using cmscu as the querying engine. We then explore information density measures (Jaeger Cognitive Psychology, 61(1), 23–62, 2010) from n-gram frequencies (for n=2,3) derived from a corpus of over 2.2 million reviews provided by a Yelp, Inc. dataset. We demonstrate that these text data are at a scale beyond the reach of other more common, more general-purpose libraries available through CRAN. Using the cmscu library and the smoothing implementation, we find a positive relationship between review information density and reader review ratings. We end by highlighting the important use of new efficient tools to explore behavioral phenomena in large, relatively noisy data sets.     

The Hidden Set-Theoretical Paradox of the <Emphasis Type="Italic">Tractatus</Emphasis>

We are familiar with various set-theoretical paradoxes such as Cantor's paradox, Burali-Forti's paradox, Russell's paradox, Russell-Myhill paradox and Kaplan's paradox. In fact, there is another new possible set-theoretical paradox hiding itself in Wittgenstein’s Tractatus (Wittgenstein 1989). From the Tractatus’s Picture theory of language (hereafter LP) we can strictly infer the two contradictory propositions simultaneously: (a) the world and the language are equinumerous; (b) the world and the language are not equinumerous. I call this antinomy the world-language paradox. Based on a rigorous analysis of the Tractatus, with the help of the technical resources of Cantor’s naive set theory (Cantor in Mathematische Annalen, 46, 481–512, 1895, Mathematische Annalen, 49, 207–246, 1897) and Zermelo-Fraenkel set theory with the axiom of choice (hereafter ZFC) (Jech 2006: 3–15; Kunen 1992: xv–xvi; Bagaria 2008: 619–622), I outline the world-language paradox and assess the unique possible solution plan, i.e., the mathematical plan utilizing ‘infinity’. I conclude that Wittgenstein cannot solve the hidden set-theoretical paradox of the Tractatus successfully unless he gives up his finitism.     

Transgender Dispossession in <Emphasis Type="Italic">Transparent</Emphasis>: Coming Out as a Euphemism for Honesty

Since the 1990s, television narratives have increased visibility for LGBTQIA (Lesbian, Gay, Bisexual, Transgender, Queer/Questioning, Intersex, and Asexual) individuals and underscored the need for a deep exploration of the heterosexism (homophobia) that pervades much mainstream American programming (Lee and Meyer in Sex Cult 141:234–250, 2010; Manuel in Soc Semiot 19(3):275–291, 2009). One such serial, Transparent, has been credited by many major media outlets with transforming the way Americans think about transgender, gender expansive (Ehrensaft in Gender born gender made, The Experiment, New York, 2011), or trans*, individuals. Exploring Transparent through Butler and Athanasiou’s (Dispossession: the performative in the political, Polity Press, Cambridge, 2013) framework of dispossession, this essay argues that the depiction of dispossession in Transparent may serve to hypostasize the gender binary rather than to disrupt it. By severing the rhetorical act of “coming out” from the historical pathologization of non-normative sexualities and gender expansiveness in America, Transparent risks undoing the very social progress that it has the potential to further. While the show could powerfully disrupt cisgender privilege (Brydum in The true meaning of the word cisgender, 2015), as of its second season, instead, it merely illustrates how the media produced trans* “coming out” narrative all too often reifies the gender binary and cisgender privilege. Although it is tempting to praise Transparent for its representation of gender expansiveness, its problematic use of the “coming out” rhetoric should not be ignored.     

One Thought Too Few: Where <Emphasis Type="Italic">De Dicto</Emphasis> Moral Motivation is Necessary

De dicto moral motivation is typically characterized by the agent’s conceiving of her goal in thin normative terms such as to do what is right. I argue that lacking an effective de dicto moral motivation (at least in a certain broad sense of this term) would put the agent in a bad position for responding in the morally-best manner (relative to her epistemic state) in a certain type of situations. Two central features of the relevant type of situations are (1) the appropriateness of the agent’s uncertainty concerning her underived moral values, and (2) the practical, moral importance of resolving this uncertainty. I argue that in some situations that are marked by these two features the most virtuous response is deciding to conduct a deep moral inquiry for a de dicto moral purpose. In such situations lacking an effective de dicto moral motivation would amount to a moral shortcoming. I show the implications for Michael Smith’s (1994) argument against Motivational Judgment Externalism and for Brian Weatherson’s (2014) argument against avoiding moral recklessness: both arguments rely on a depreciating view of de dicto moral motivation, and both fail; or so I argue.     

Acoustic behavior associated with cooperative task success in bottlenose dolphins (<Emphasis Type="Italic">Tursiops truncatus</Emphasis>)

Although many species have proven capable of cooperating to achieve common goals, the role of communication in cooperation has received relatively little attention. Analysis of communication between partners is vital in determining whether actions are truly cooperative rather than serendipitous or learned via trial and error (Chalmeau and Gallo in Behav Process 35:101–111, 1996a. doi: 10.1016/0376-6357(95)00049-6, Primates 37:39–47, 1996b. doi: 10.1007/BF02382918). Wild cetaceans often produce sounds during cooperative foraging, playing, and mating, but the role of these sounds in cooperative events is largely unknown. Here, we investigated acoustic communication between two male bottlenose dolphins while they cooperatively opened a container (Kuczaj et al. in Anim Cogn 18:543–550, 2015b. doi: 10.1007/s10071-014-0822-4). Analyses of whistles, burst pulses, and bi-phonations that occurred during four contexts (i.e., no container, no animals interacting with container, one animal interacting with container, and two animals interacting with container) revealed that overall sound production rate significantly increased during container interactions. Sound production rates were also significantly higher during cooperative successes than solo successes, suggesting that the coordination of efforts rather than the apparatus itself was responsible for the phonation increase. The most common sound type during cooperative successes was burst pulse signals, similar to past recordings of cooperative events in bottlenose dolphins (Bastian in Animal sonar systems. Laboratoire de Physiologie Acoustique, Jouy-en Josas, pp 803–873, 1967; Connor and Smolker 1996).     

<Emphasis Type="Italic">Wh</Emphasis>-Questions,Universal Statements and Free Choice Inferences in Child Mandarin

This study investigated 5-year-old Mandarin-speaking children’s comprehension of wh-questions, universal statements and free choice inferences. Previous research has found that Mandarin-speaking children assign a universal interpretation to sentences with a wh-word (e.g., shei ‘who’) followed by the adverbial quantifier dou ‘all’ (Zhou in Appl Psycholinguist 36:411–435, 2013). Children also compute free choice inferences in sentences that contain a modal verb in addition to a wh-word and dou (Zhou, in: Nakayama, Su, Huang (eds.) Studies in Chinese and Japanese language acquisition: in honour of Stephen Crain. John Benjamins Publishing Company, Amsterdam, pp 223–235, 2017). The present study used a Question-Statement Task to assess children’s interpretation of sentences containing shei + dou, both with and without the modal verb beiyunxu ‘was allowed to’, as well as the contrast between sentences with shei + dou, which are statements for adults, versus ones with dou + shei, which are wh-questions for adults. The 5-year-old Mandarin-speaking child participants exhibited adult-like linguistic knowledge of the semantics and pragmatics of wh-words, the adverbial quantifier dou, and the deontic modal verb beiyunxu.     

Responses to Presentations at the American Academy of Religion Annual Meeting Forum on the <Emphasis Type="Italic">Oxford Handbook of Religious Conversion</Emphasis>

This article is a response to essay reviews of the Oxford Handbook of Religious Conversion (Rambo and Farhadian 2014) published in this issue of Pastoral Psychology. The editors of that volume seek to engage the various issues raised by the reviewers.     

Imperfection,Indecision, and Hoarding

Hoarding disorder is a new DSM-5 disorder that causes functional impairment and affects 2 to 6% of the population (Frost and Steketee 2014). The current study evaluated a multiple mediation model with 243 undergraduate women in which indecisiveness (VOCI; Thordarson et al. Behaviour Research and Therapy, 42(11), 1289-1314, 2004) and decisional procrastination (DPS; Mann 1982) mediated the relationship between dimensions of perfectionism (F-MPS-B; Burgess et al. 2016a) and hoarding behavior (SI-R; Frost et al. Behaviour Research And Therapy, 42(10), 1163–1182, 2004) and excessive acquiring (CAS; Frost et al. Annual Review of Clinical Psychology, 8, 219–242, 2012). Multiple mediational analyses indicated a significant indirect effect for decisional procrastination, but not indecisiveness, in mediating evaluative concerns (but not striving) to SI-R Total, SI-R Clutter, SIR Excessive Acquisition, and both CAS subscales. Both mediators were significant pathways between evaluative concerns and SI-R Difficulty Discarding. These findings support a cognitive behavioral model of hoarding, suggesting that evaluative concerns produces problems in decision-making that influence acquisition, discarding, and clutter.     

A Response to <Emphasis Type="Italic">The Oxford Handbook of Religious Conversion</Emphasis> from two Perspectives

This review considers the The Oxford Handbook of Religious Conversion (Rambo and Farhadian 2014) from the perspective of Western counseling practice and its applicability to Eastern religious traditions. The Handbook presents a nuanced approach to conversion that emphasizes its complex and dynamic qualities, providing counselors/pastors with practical perspectives to enhance their understanding of people in various stages of a conversion career. By addressing non-Abrahamic traditions, The Handbook also looks at “conversion” from a wider perspective, raising issues about whether it can legitimately be applied to traditions that do not share Western religious assumptions (such as exclusivity) and religious identity. From both perspectives, The Handbook challenges readers to expand their perspectives and rethink their preconceived notions of religious conversion, especially those assumptions based on Western Protestant interpretation of the story of Paul’s conversion.     

<Emphasis Type="Italic">i</Emphasis>Map4: An open source toolbox for the statistical fixation mapping of eye movement data with linear mixed modeling

A major challenge in modern eye movement research is to statistically map where observers are looking, by isolating the significant differences between groups and conditions. As compared to the signals from contemporary neuroscience measures, such as magneto/electroencephalography and functional magnetic resonance imaging, eye movement data are sparser, with much larger variations in space across trials and participants. As a result, the implementation of a conventional linear modeling approach on two-dimensional fixation distributions often returns unstable estimations and underpowered results, leaving this statistical problem unresolved (Liversedge, Gilchrist, & Everling, 2011). Here, we present a new version of the iMap toolbox (Caldara & Miellet, 2011) that tackles this issue by implementing a statistical framework comparable to those developed in state-of-the-art neuroimaging data-processing toolboxes. iMap4 uses univariate, pixel-wise linear mixed models on smoothed fixation data, with the flexibility of coding for multiple between- and within-subjects comparisons and performing all possible linear contrasts for the fixed effects (main effects, interactions, etc.). Importantly, we also introduced novel nonparametric tests based on resampling, to assess statistical significance. Finally, we validated this approach by using both experimental and Monte Carlo simulation data. iMap4 is a freely available MATLAB open source toolbox for the statistical fixation mapping of eye movement data, with a user-friendly interface providing straightforward, easy-to-interpret statistical graphical outputs. iMap4 matches the standards of robust statistical neuroimaging methods and represents an important step in the data-driven processing of eye movement fixation data, an important field of vision sciences.     

<Literal>flankr</Literal>: An R package implementing computational models of attentional selectivity

The Eriksen flanker task (Eriksen and Eriksen, Perception & Psychophysics, 16, 143–149, 1974) is a classic test in cognitive psychology of visual selective attention. Two recent computational models have formalised the dynamics of the apparent increasing attentional selectivity during stimulus processing, but with very different theoretical underpinnings: The shrinking spotlight (SSP) model (White et al., Cognitive Psychology, 210–238, 2011) assumes attentional selectivity improves in a gradual, continuous manner; the dual stage two phase (DSTP) model (Hübner et al., Psychological Review, 759–784, 2010) assumes attentional selectivity changes from a low- to a high-mode of selectivity at a discrete time-point. This paper presents an R package—flankr—that instantiates both computational models. flankr allows the user to simulate data from both models, and to fit each model to human data. flankr provides statistics of the goodness-of-fit to human data, allowing users to engage in competitive model comparison of the DSTP and the SSP models on their own data. It is hoped that the utility of flankr lies in allowing more researchers to engage in the important issue of the dynamics of attentional selectivity.     

Categorization does not promote symmetry in Guinea baboons (<Emphasis Type="Italic">Papio papio</Emphasis>)

Humans have the capacity to use stimuli interchangeably by forming equivalence classes, and this ability seems to be supported by our language system. According to Sidman and Tailby (Conditional discrimination vs. matching to sample: an expansion of the testing paradigm. J Exp Anal Behav 37:5–22, 1982), the formation of equivalence classes require that three relations are derived among the class members, and past experiments have shown that one of these relations, i.e., symmetry, corresponding to the ability to reverse a relation (if A → B, then B → A), is extremely difficult to obtain in non-human animals. Because language development and the ability to form equivalence classes both co-occur in children with an increased ability to form categories, the current study tested the idea that category learning might promote symmetry in a nonhuman primate species. In Experiment 1, twelve Guinea baboons (Papio papio) were trained to associate 60 pictures of bears and 60 pictures of cars to two category labels, before being tested in symmetry trials. In Experiment 2, symmetry was trained and tested by reversing the association order between labels and pictures, using a new set of stimuli. In both experiments, the baboons successfully demonstrated category discrimination, but had only a weak (though significant) tendency to respond in accordance with symmetry during test trials. Altogether, our results confirm that symmetry is inherently difficult in non-human animals. We discuss possible explanations for such a limitation and give reasons for thinking that the effects of categorization on symmetry should be further investigated.     

Parafoveal preview effects from word <Emphasis Type="Italic">N</Emphasis> + 1 and word <Emphasis Type="Italic">N</Emphasis> + 2 during reading: A critical review and Bayesian meta-analysis

The use of gaze-contingent display techniques to study reading has shown that readers attend not only the currently fixated word, but also the word to the right of the current fixation. However, a critical look at the literature shows that a number of questions cannot be readily answered from the available literature reviews on the topic. First, there is no consensus as to whether readers also attend the second word to the right of fixation. Second, it is not clear whether parafoveal processing is more efficient in languages such as Chinese. Third, it is not well understood whether the measured effects are confounded by the properties of the parafoveal mask. In the present study, we addressed these issues by performing a Bayesian meta-analysis of 93 experiments that used the boundary paradigm (Rayner, Cognitive Psychology, 7, 65–81. doi: 10.1016/0010-028590005-5, 1975). We describe three main findings: (1) The advantage of previewing the second word to the right is modest in size and likely is not centered on zero; (2) Chinese readers do seem to make more efficient use of parafoveal processing, but this is mostly evident in gaze durations; and (3) there are interference effects associated with using different parafoveal masks that roughly increase when the mask is less word-like.     

Probabilistic Opinion Pooling with Imprecise Probabilities

The question of how the probabilistic opinions of different individuals should be aggregated to form a group opinion is controversial. But one assumption seems to be pretty much common ground: for a group of Bayesians, the representation of group opinion should itself be a unique probability distribution (Madansky [44]; Lehrer and Wagner [34]; McConway Journal of the American Statistical Association, 76(374), 410–414, [45]; Bordley Management Science, 28(10), 1137–1148, [5]; Genest et al. The Annals of Statistics, 487–501, [21]; Genest and Zidek Statistical Science, 114–135, [23]; Mongin Journal of Economic Theory, 66(2), 313–351, [46]; Clemen and Winkler Risk Analysis, 19(2), 187–203, [7]; Dietrich and List [14]; Herzberg Theory and Decision, 1–19, [28]). We argue that this assumption is not always in order. We show how to extend the canonical mathematical framework for pooling to cover pooling with imprecise probabilities (IP) by employing set-valued pooling functions and generalizing common pooling axioms accordingly. As a proof of concept, we then show that one IP construction satisfies a number of central pooling axioms that are not jointly satisfied by any of the standard pooling recipes on pain of triviality. Following Levi (Synthese, 62(1), 3–11, [39]), we also argue that IP models admit of a much better philosophical motivation as a model of rational consensus.     

The <Emphasis Type="Italic">Facet Satisfaction Scale</Emphasis>: an Effective Affective Measure of Job Satisfaction Facets

Purpose

Job satisfaction facets are theoretically and practically important variables. Most existing facet satisfaction scales, however, have two noteworthy limitations—they often do not clearly assess affective content, and they use non-parallel items. In the current paper, we examined the measurement qualities of the Facet Satisfaction Scale (FSS; [Beehr et al. (Journal of Applied Social Psychology 36:1523–1547, 2006)], a measure that may address the limitations of existing facet satisfaction measures.

Design/Methodology/Approach

We conducted four studies to examine the measurement qualities of the FSS: (a) Study 1 examined the FSS’s factor structure, (b) Study 2 examined its test-retest reliability and construct validity, (c) Study 3 further examined its construct validity, and (d) Study 4 examined the extent to which the FSS assesses the affective and cognitive components of job satisfaction.

Findings

We found that the FSS produced the hypothesized five-factor structure and that the FSS subscales each yielded high levels of internal consistency and test-retest reliability. We also found evidence of the construct validity of the FSS subscales, and we found that the FSS subscales are generally effective measures of the affective component of their respective job satisfaction facets.

Implications

As a result of the current findings, we recommend the FSS when researchers wish to measure the affective component of job satisfaction facets.

Originality/Value

Little previous research has examined the FSS’s measurement qualities. The current studies address this gap by providing evidence for the reliability and validity of the FSS. This is of value because the FSS addresses some limitations inherent to other facet satisfaction measures.

     

Temporal encoding strategies result in boosts to final free recall performance comparable to spatial ones

The method of loci is a highly effective mnemonic that recruits existing salient memory for spatial locations and uses the information as a scaffold for remembering a list of items (Yates, 1966). One possible account for the effectiveness of the spatial method of loci comes from the perspective that it utilizes evolutionarily preserved mechanisms for spatial navigation within the hippocampus (Maguire et al. in Proceedings of the National Academy of Sciences, 97(8), 4398–4403, 2000; O’Keefe & Nadel, 1978; Rodriguez et al. in Brain Research Bulletin, 57(3), 499–503, 2002). Recently, though, neurons representing temporal information have also been described within the hippocampus (Eichenbaum in Nature Reviews Neuroscience, 15(11), 732–744, 2014; Itskov, Curto, Pastalkova, & Buzsáki in The Journal of Neuroscience, 31(8), 2828–2834, 2011; MacDonald, Lepage, Eden, & Eichenbaum in Neuron, 71(4), 737–749, 2011; Mankin et al. in Proceedings of the National Academy of Sciences, 109(47), 19462–19467, 2012; Meck, Church, & Matell in Behavioral Neuroscience, 127(5), 642, 2013), challenging the primacy of spatial-based functions to hippocampal processing. Given the presence of both spatial and temporal coding mechanisms within the hippocampus, we predicted that primarily temporal encoding strategies might also enhance memory. In two different experiments, we asked participants to learn lists of unrelated nouns using the (spatial) method of loci (i.e., the layout of their home as the organizing feature) or using two novel temporal methods (i.e., autobiographical memories or using the steps to making a sandwich). Participants’ final free recall performance showed comparable boosts to the method of loci for both temporal encoding strategies, with all three scaffolding approaches demonstrating performance well above uninstructed free recall. Our findings suggest that primarily temporal representations can be used effectively to boost memory performance, comparable to spatial methods, with some caveats related to the relative ease with which participants appear to master the spatial versus temporal methods.     

Measuring Positive Affect,Negative Affect,and Physiological Hyperarousal among Italian Youth: Translations of the PANAS-C and PH-C

Italian-language versions of the Positive and Negative Affect Scale for Children (PANAS-C; Laurent et al. Psychological Assessment, 11, 326–338, 1999) and Physiological Hyperarousal Scale for Children (PH-C; Laurent et al. Psychological Assessment, 16, 373–380, 2004) were developed. Students (N = 1026; M age = 12.05 years, SD = 1.49) from central Italy completed these scales. Measures were evaluated based on criteria from previous studies resulting in an 11-item PANAS-C PA scale (α = .88), a 13-item PANAS-C NA scale (α = .87), and a 14-item PH-C (α = .85). Confirmatory factor analyses resulted in best-fit indices that favored a 3-factor model consistent with the tripartite model of anxiety and depression. Similar to results reported with the original English-language and other translations of these measures, scores on the PA scale were lower and scores on the NA and PH scales were higher for older girls than older boys and younger boys and girls. Findings suggested that the psychometric properties of the Italian-language versions of the PANAS-C and PH-C were similar to the English-language versions and other translated versions of the measures.     

Agency,Chance, and the Scientific Status of Psychology

Psychologists generally reject the reductionist, physicalist, “nothing but” stance of the natural sciences. At the same time they consider their discipline a science and wonder why it does not enjoy the status (and funding) of the natural sciences. Ferguson American Psychologist, 70, 527-542 (2015), Lilienfeld American Psychologist, 67, 111-129 (2012), and Schwartz et al. American Psychologist, 71, 52-70 (2016) are among those who adopt a soft naturalism of nonreductive physicalism which declares, or implies, that when it comes to humans, there is more than what the natural sciences can unravel. They envision psychology as scientific in the epistemological sense of generating reproducible results, but reject the reductive ontology of science which currently points to the undeterminable chance of quantum theory as the closest physics has come to the beginnings and what might loosely be called the foundation of the universe (e.g., Bridgman Harper's, 158, 443-451 1929; Eddington 1948). The case made here is that any science, including a psychological one, must be based on a naturalist ontology. This implies restricting the term science to disciplines which not only meet epistemological criteria like reproducibility, but which also adopt—on the ontological level—the parsimonious assumption that at present it makes sense to think that “there is nothing but time and chance” (e.g., Cox and Forshaw 2011; Crease and Goldhaber 2014; Rorty 1989). From this perspective, psychology emerges as two distinct disciplines, one a natural science, the other a human science in the broad sense of science as scientia.     

Distilling Common History and Practice Elements to Inform Dissemination: Hanf-Model BPT Programs as an Example

There is a shift in evidence-based practice toward an understanding of the treatment elements that characterize empirically supported interventions in general and the core components of specific approaches in particular. The evidence base for behavioral parent training (BPT) and the standard of care for early-onset disruptive behavior disorders (oppositional defiant disorder and conduct disorder), which frequently co-occur with attention deficit hyperactivity disorder, are well established, yet an ahistorical, program-specific lens tells little regarding how leaders, University of Oregon Medical School, shaped the common practice elements of contemporary evidence-based BPT. Accordingly, this review summarizes the formative work of Hanf, as well as the core elements, evolution, and extensions of her work, represented in Community Parent Education (COPE; (Cunningham et al. in J Child Psychol Psychiatry 36:1141–1159, 1995; Cunningham et al. in COPE, the community parent education program: large group community-based workshops for parents of 3- to 18-year-olds, COPE Works, Hamilton, 2009), Defiant Children (DC; (Barkley in Defiant children: a clinician’s manual for assessment and parent training, Guilford Press, New York, 1987; Barkley in Defiant children: a clinician’s manual for assessment and parent training, Guilford Press, New York, 2013), Helping the Noncompliant Child (HNC; Forehand and McMahon in Helping the noncompliant child: a clinician’s guide to parent training, Guilford Press, New York, 1981; McMahon and Forehand in Helping the noncompliant child: family-based treatment for oppositional behavior, 2nd ed., Guilford Press, New York, 2003), Parent–child interaction therapy (PCIT; Eyberg and Robinson in J Clin Child Adolesc Psychol 11:130–137, 1982. doi:10.1080/15374418209533076; Eyberg in Child Fam Behav Ther 10:33–46, 1988; Eyberg and Funderburk in Parent–child interaction therapy protocol, PCIT International, Gainesville, 2011), and the Incredible Years (IY; (Webster-Stratton in Behav Ther 12:634–642, 1981. doi:10.1016/S0005-7894(81)80135-9; Webster-Stratton in J Pediatr Psychol 7:279–294, 1982. doi:10.1093/jpepsy/7.3.279; Webster-Stratton in The incredible years: parents and children series. Leader’s guide: preschool version of BASIC (ages 3–6 years, The Incredible Years, Seattle, 2008). Our goal is not to provide an exhaustive review of the evidence base for the Hanf-Model programs, rather our intention is to provide a template of sorts from which agencies and clinicians can make informed choices about how and why they are using one program versus another, as well as how to make inform flexible use one program or combination of practice elements across programs, to best meet the needs of child clients and their families. Clinical implications and directions for future work are discussed.