Research Methods
| The Two-Way Analysis of Variance (ANOVA) |
Independent Portion
| Problem Description 1 |
In Behavioral Statistics, we considered an example of actual data on maternal adaptation for mothers of LBW (Iow-birthweight) infants from Experimental and Control groups and Full-Term infants (Nurcombe et al,, 1984). We saw there that mothers in the Experimental (Intervention) and Full-Term treatment groups adapted better than those in the LBW—Control group. A more complete analysis of those data might involve breaking down the treatment groups by Maternal Education (High School or Less versus More Than High School). The authors of the study thought that the mothers with less education might benefit more from the Experimental program than would more highly educated mothers. If this were true, the LBW—Control versus LBW—Experimental differences would be larger for the Low Education group than for the High Education group, giving a significant interaction. What say you?
| Problem Description 2 |
You know that women live longer than men. What about right-handed and left-handed people? Coren and Halpern’s (1991) review included data on both sex and handedness, as well as age at death. Such data are relevant to Life Insurance Companies. An analysis of the age-at-death numbers in this problem will produce conclusions like those reached by Coren and Halpern.
| Problem Description 3 |
Like other hallucinogenic drugs popular among teenagers and young adults who frequent the so-called club scene or raves, 5-Methoxy-N,N-di(iso)propyltryptamine hydrochloride (5-MeO-DIPT) also known as Foxy or Methoxy Foxy is rapidly gaining popularity among recreational users. The Federal Drug Enforcement Administration, reacting to the rapid increase in use and its similarity to other tryptamine compounds that have been abused, lobbied for and received approval to permanently classify MeO-DIPT as a Schedule I drug (US Drug Enforcement Administration, April, 2003). Unfortunately, with the exception of two case studies, there are apparently no systematic investigations of the consequences associated with the use of MeO-DIPT on neuropsychological development or behavior.
Adolescence in Rattus norvegicus is defined as a period consisting of the 21st postnatal day (PND) until the 60th postnatal day. According to Tirelli et al., within this period rodent adolescence can be delineated into three developmental periods consisting of early adolescence (PND 21-34), mid adolescence (PND 34-46), and late adolescence (PND 46-59). These three periods can be thought of in terms of prepubescence, periadolescence, and late adolescence/early adulthood, respectively. Spear (2000) provided support for the use of this rodent model for comparative evaluations and extrapolation to humans. Thus, the use of different adolescent age groups provides a framework for the examination of the developmental consequences associated with drugs of abuse on different stages of biological and cognitive development.
Although there are some published reports on the effects of 5-MeO-DIPT, including forensic case studies , anecdotes , and toxicological investigations, there is little published information on the specific central nervous system effects of 5-MeO-DIPT and nothing appears to be known about the long-term consequences of its use. As the availability and popularity may increase, the possible risks on development in vulnerable adolescents may be seen as an emerging societal health problem. Thus, understanding the consequences of developmental exposure to 5-MeO-DIPT on physiology, learning, and memory may be important because as the use of 5-MeO-DIPT increases so, too, will the consequences.
Greek Cross Response Testing. At the beginning of each trial, the rat was placed in the water facing the exterior wall of the start alley. One of two possible start locations were randomized and the order of the start or goal positions (see following) were determined through the use of a Fellows series (Fellows, 1967). The escape platform was located at one of two possible goal positions and the animals started at one of the two possible starting positions, depending on whether the animal was currently trained to turn right or left. Animals received 10 training trials per day, with an inter-trial interval of 15 sec between trials. The criterion was defined as 9 errorless responses within a given daily session consisting of 10 trials and an error was defined as entry of the head and abdomen into either of the current two incorrect alleys or premature exit from the correct alley. The animals were permitted to self-correct for errors and to explore the apparatus and locate the platform. On each trial, if an animal failed to locate the escape platform within 60 sec it was placed on the platform for about 15 sec. After criterion was achieved for a given turning response, either right or left, the escape platform was moved to the end of the alley 180O (i.e., the opposite alley) from the previously correct alley. If an animal failed to achieve the criterion within 100 trials, the platform was moved to the opposite goal location. Testing continued until the animals achieved criterion on 10 response position reversals.
| Problem Description 4 |
Thomas and Wang (1996) looked at the effects of memory on the learning of foreign vocabulary. Most of you have probably read that a good strategy for memorizing words in a foreign language is to think of mnemonic keywords. For example, in Tagalog (the official language of the Philippines), the word for eyeglasses is salamin. That word sounds much like our “salmon,” so a possible strategy would be to imagine a picture of a salmon wearing glasses. This type of encoding strategy has been recommended for years, and people who try it generally report good immediate recall of foreign vocabulary. This fits nicely with dual-coding theories, in which the word is viewed as being stored both lexically and visually.
However, the studies that have looked at this phenomenon have generally asked the same participants to recall items at several different times. Since each recall session means an additional practice session, practice and time effects are confounded. To get around this problem, Thomas and Wang used different participants at the two recall intervals. Data with very nearly the same means and variances as theirs are presented in the file.
Thomas and Wang ran a study in which they divided participants into one of three “Strategy” groups, and then tested them at one of two times (5 minutes or 2 days). The strategies were:
| Key Word Generated
Key Word Provided Rote Learning |
Participants generated their own keywords to help them
to remember 24 Tagalog words. The experimenters provided the keywords to help them to remember 24 Tagalog words. Participants were simply instructed to memorize the meaning of the Tagalog words. |
The dependent variable was the number of English words recalled at
either 5
minutes or 2 days.
| Problem Description 5 |
In a study of mother—infant interaction, mothers are
rated by trained observers on the quality of their interactions with their
infants. Mothers were classified on the basis of whether this was their first
child (primiparous versus multiparous) and whether the infant was low-birthweight
(LBW) or full-term (FT). The data represent a score on a 12-point scale, on
which a higher score represents better mother—infant interaction.
Run and interpret the appropriate analysis of variance.
Use simple effect procedures to compare low-birthweight
and normal-birthweight conditions for multiparous
mothers.
| Problem Description 6 |
In Homework 5, we had three different examples in which we compared three groups on the basis of smoking behavior. We can set this design up as a 3 X 3 factorial by using Task as one variable and Smoking group as the other. The dependent variable was the number of errors the participant made on that task. These data are repeated in the file. Run the appropriate ANOVA and draw your conclusions.
© 2008 David M. Compton, Ph.D.