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The Science and Statistics Behind Spanking Suggests that

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11-FULLER_FINAL_AFTERPROOF.DOC 2/17/2009 8:50 AM<br />

2009] THE SCIENCE AND STATISTICS BEHIND SPANKING 289<br />

whether spanking is perfect, not whether it’s helpful. 237 (Indeed, on the<br />

sole occasion <strong>that</strong> Dr. Straus analyzed physical <strong>and</strong> mental punishments<br />

using the same st<strong>and</strong>ards, physical punishment performed best). 238<br />

If researchers studied chemotherapy like they do spanking, only<br />

four percent of chemotherapy studies would consider the preexistence or<br />

severity of cancer. 239 Once researchers ab<strong>and</strong>on the intervention<br />

selection bias <strong>and</strong> adequately control for initial misbehavior, all uniquely<br />

harmful effects from spanking disappear. 240<br />

Thus, scientists who recognize the intervention selection bias<br />

believe <strong>that</strong> the body of evidence does not support “a categorical<br />

injunction against any use of disciplinary spanking.” 241 Instead, it seems<br />

237. See, e.g., id. (saying <strong>that</strong>, if a corrective intervention were perfect, its recipients would<br />

score as well as those who never had problems. Most “correlations only indicate <strong>that</strong> the corrective<br />

intervention fell short of perfection, but they do not discriminate between effective <strong>and</strong><br />

counterproductive interventions.”).<br />

238. Compare Straus, Impulsive, supra note 17, at 357-59 (asking parents in the study<br />

questions about how often they punished with various disciplines, including spanking, grounding,<br />

privilege removal, allowance removal, <strong>and</strong> sending children to their room), with Larzelere, Meta-<br />

Analysis, supra note 15, at 32 (“Larzelere <strong>and</strong> Smith (2000), however, took advantage of the fact<br />

<strong>that</strong> the longitudinal cohort analyzed by Straus, Sugarman, <strong>and</strong> Giles-Sims (1997) also included<br />

parallel questions about four alternative tactics. When analyzed in the same manner <strong>that</strong> they<br />

analyzed spanking, the four alternative disciplinary tactics also predicted higher subsequent<br />

antisocial behavior, significantly so for grounding, marginally for privilege removal <strong>and</strong> allowance<br />

removal, <strong>and</strong> non-significantly for sending children to their room.”).<br />

239. See, e.g., Larzelere, Meta-Analysis, supra note 15, at 3 (“Suppose radiation treatment<br />

were studied in the same way <strong>that</strong> researchers have investigated physical punishment. Borrowing<br />

statistics from Gershoff’s thorough meta-analysis, two-thirds (65%) of studies of radiation treatment<br />

would have included excessive dosages of radiation, 58% would have been cross-sectional studies,<br />

<strong>and</strong> only 4% would have taken into consideration the presence or severity of cancer.”) (citations<br />

omitted).<br />

240. See, e.g., Larzelere, APA, supra note 17 <strong>and</strong> accompanying text (also saying all<br />

apparently detrimental effects disappeared after controlling more completely for pre-existing child<br />

differences).<br />

241. Baumrind, Letter, supra note 185 (“To support a categorical injunction against any use of<br />

disciplinary spanking Straus would have to show <strong>that</strong> the harmful outcomes he claims occur on<br />

average also occur in each case, or at least apply to each cell in the matrix. <strong>The</strong> association between<br />

disciplinary spanking <strong>and</strong> each harmful child outcome could not be moderated by any such factors<br />

as age of child, cultural meaning to the child <strong>and</strong> parent of mild [spanking], overall parenting style,<br />

or concomitant use of explanation <strong>and</strong> reason. If associations were so moderated, Straus would<br />

have to qualify his conclusions by reference to the appropriate moderating factors. Furthermore, the<br />

hypothesized moderating factors would have to be measured reliably <strong>and</strong> validly-or their possible<br />

effects (for example, of such covariates as parental warmth, reasoning, <strong>and</strong> nurturance) would<br />

remain unknown. Since Straus’s argument singles out [spanking], he would have to conduct similar<br />

analyses using alternative methods of punishment as independent variables to show <strong>that</strong> they have a<br />

less pernicious effect than [spanking]. A proper test of Straus’s blanket injunction theory requires<br />

pairwise contrasts on his 7-interval [spanking] measure as well as tests for each of the theoretically<br />

meaningful cells in his matrix. In view of the small effect size associated with his continuous

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