Question

In: Statistics and Probability

This study was conducted to explore whether perception of money by preschool age children is influenced...

This study was conducted to explore whether perception of money by preschool age children is influenced by their family wealth. This was investigated by testing how the children would recall the size of a coin, with the assumption that the size recalled related to the value placed on the coin.

To conduct the study, three local day-care facilities specializing in preschool age children were randomly selected. Consent forms were sent home to the parents of the kids, which also asked parents for their average yearly household income. Since everyone from the three selected facilities was used in the study, this is (Random, cluster, stratisfied, simple random) sampling. The income data collected was (qualitative, quantitative) data at the (Interval, nomial, ratio, ordinal) level of measurement.

From the parents who consented, the children were divided into two groups: those whose family income was greater than $40,000, and those whose family income was less than $40,000.

Each child was asked to draw a nickel. The resulting circle?s diameter was then measured. When the shape drawn was not a perfect circle, the largest and smallest diameters were averaged. The coin diameter data was (quantitative, qualitative) data at the ( ordial, nomial, ratio, interval) level of measurement.

The gender of each child was also collected. This data was (quantitative, qualitative) data at the (ordinal, nomial, interval, ratio) level of measurement.

Because this data was being collected at one point in time, this is a (terminated, continuous, cross-secrional)study. Since we are not imposing a treatment on the children, this is not an (experiment, observational study)

It is hypothesized that children from lower income families would draw larger coins than children from higher income families.
Submit Question

Solutions

Expert Solution

Concepts

Measurement Scales

  • Nominal scales: These are used to labeling variables that are of no quantitative value. For eg: shirt color: Red, Blue, Black
  • Ordinal scales: In the case of ordinal scales the order is important but we don't know the differences between each of them. For eg: 1-Not satisfied, 2- No effect, 3- Satisfied. The order is important but we can't say how much satisfied is 3 compared to 1
  • Interval: In this case, we know the order and also the difference but we don't have a true zero. For eg, temperature
  • Ratio: We have an order, difference and a true zero as well

Sampling Methods

  • 1. Random sampling is a procedure of drawing random elements from the population. Each element of the population has an equal probability of getting selected. Should be used but difficult to implement in practical
  • 2. Systematic sampling: In this sampling, we count and number every element of the population and then take an element after a fixed interval. For eg, Randomly choose a starting point and then selecting every pth element from the population. It is easier than random sampling
  • 3. Convenience sampling: This is the easiest sampling technique. We take whatever the data is available to us. This should not be used unless we don't have any other option left or we are in need of urgent analysis
  • 4. Cluster sampling: In this sampling, we divide the population into geographical (often) groups which are called clusters. After grouping, we select any group randomly and take all the elements of that group. This is also called as Block sampling sometimes
  • 5. Stratified sampling: Here also, we divide the population into groups, called strata but the grouping is done based on some common traits.  After strata division, we take samples from all the strata by any of the sampling methods described above

Type of study

  • In an observational study, we collect data based infer some conclusions based on the collected data. We don't interfere with the subjects or affect the variables in any way. There is no convincing evidence to claim a cause and effect relationship
  • While in an experiment, we group subjects and apply some treatment to one group and leave another group without treatment and then analyze the results. One of the major goals of conducting an experiment is to check for a causal effect between the two variables
  • In correlational studies, we look for associations among naturally occurring variables without interfering with the variables.

Solution

This study was conducted to explore whether perception of money by preschool age children is influenced by their family wealth. This was investigated by testing how the children would recall the size of a coin, with the assumption that the size recalled related to the value placed on the coin.

To conduct the study, three local day-care facilities specializing in preschool age children were randomly selected. Consent forms were sent home to the parents of the kids, which also asked parents for their average yearly household income. Since everyone from the three selected facilities was used in the study, this is cluster sampling. The income data collected was quantitative data at the ratio level of measurement.

From the parents who consented, the children were divided into two groups: those whose family income was greater than $40,000, and those whose family income was less than $40,000.

Each child was asked to draw a nickel. The resulting circle?s diameter was then measured. When the shape drawn was not a perfect circle, the largest and smallest diameters were averaged. The coin diameter data was qualitative data at the ratio level of measurement.

The gender of each child was also collected. This data was qualitative data at the nominal level of measurement.

Because this data was being collected at one point in time, this is a terminated study. Since we are not imposing a treatment on the children, this is not an experiment

It is hypothesized that children from lower income families would draw larger coins than children from higher income families.

"Please let me know if you have any doubts. Happy to help. Please thumbs up if you like the solution. Thanks"


Related Solutions

A study was conducted to examine whether the perception of service quality at hotels differed by...
A study was conducted to examine whether the perception of service quality at hotels differed by gender. Hotel guests were randomly selected to rate hotel service, and each rating was then transferred into a standardized score. By comparing the scores observed from the sample of male guests and the sample of female guests, researchers then wished to determine if there is evidence of a difference in average rating when awarded by males, μ 1, and the average rating when awarded...
A study is being conducted to determine whether drivers at or over the age of 70...
A study is being conducted to determine whether drivers at or over the age of 70 have longer reaction times in a simple driving task than drivers aged less than 70. A Simple random sample of 50 drivers at or over age 70, and another Simple random sample of 60 drivers under age 70 is selected. Each driver’s reaction time to a specific driving activity was measured in a laboratory, and the reaction times in minutes were recorded. The sample...
A university conducted a study of whether running is healthy for men and women over age...
A university conducted a study of whether running is healthy for men and women over age 50. During the first eight years of the study, 1.9% of the 457 members of a fitness association died. We are interested in the proportion of people over 50 who ran and died in the same eight-year period. NOTE: If you are using a Student's t-distribution, you may assume that the underlying population is normally distributed. (In general, you must first prove that assumption,...
A researcher conducted a study to whether age, gender, obesity, high blood pressure and regular physical...
A researcher conducted a study to whether age, gender, obesity, high blood pressure and regular physical activity is associated with the risk of recurrent MI (measured as serum cholesterol level) in post MI patients. A sample of 60 people was obtained from the community. All subjects had their serum cholesterol level drawn. Research question: Do age, gender, obesity, high blood pressure and regular physical activity predict the serum cholesterol level? Please indicate which statistical test should be used. a.   Independent...
A) Suppose that a medical researcher wants to explore whether there is an effect of age...
A) Suppose that a medical researcher wants to explore whether there is an effect of age in systolic blood pressure for males between 40 to 60 years old. To investigate the relationship, a random sample of 100 males between 40 to 60 years old were selected and their systolic blood pressure was recorded. Identify each of the following for this experiment. Subjects: Individuals between 40 to 60 years old Or Males between 40 to 60 years old Or Systolic blood...
A study was conducted to explore the relationship between a child's birth order and the chances...
A study was conducted to explore the relationship between a child's birth order and the chances of becoming a juvenile delinquent. The participants were a random sample of girls enrolled in public high schools in a large city. Each girl filled out a questionnaire that asked for their birth order and measured whether they had shown delinquent behavior. The data are given in the table below. Test at the 0.01 significance level. Yes No Oldest 24 285 In-Between 29 247...
In a study conducted by WOMMA (Word of Mouth Marketing Association), 81% of consumers are influenced...
In a study conducted by WOMMA (Word of Mouth Marketing Association), 81% of consumers are influenced by a friend's social media posts. Their research also revealed that the average American mentions a brand some sixty times a week in online and offline conversations. How powerful and influential is social media word-of-mouth to a brand or a public figure? Find an example of where social word-of-mouth has made or broken an organization and an example where it has changed government or...
A study was conducted on pregnant women and the subsequent development of their children. One of...
A study was conducted on pregnant women and the subsequent development of their children. One of the questions of interest was whether the IQ of children would differ for mothers who smoked at least 10 cigarettes a day during pregnancy and those who did not smoke at all. The mean IQ at age 4 for the children of the 66 nonsmokers was 113.04 points, while for the children of the 47 smokers, it was 103.17 points. The standard deviations were...
A study was conducted to explore the effects of ethanol on sleep time. Fifteen rats were...
A study was conducted to explore the effects of ethanol on sleep time. Fifteen rats were randomized to one of three treatments. Treatment 1 got only water (control). Treatment 2 got 1g of ethanol per kg of body weight, and treatment 3 got 2g/kg of ethanol. The amount of REM sleep in a 24hr period was recorded, in minutes. Data are below: Treatment 1: 63, 54, 69, 50, 72 Treatment 2: 45, 60, 40, 56 Treatment 3: 31, 40, 45,...
A study was conducted to explore the effects of ethanol on sleep time. Fifteen rats were...
A study was conducted to explore the effects of ethanol on sleep time. Fifteen rats were randomized to one of three treatments. Treatment 1 got only water (control). Treatment 2 got 1g of ethanol per kg of body weight, and treatment 3 got 2g ethanol per kg of body weight. The amount of REM sleep in a 24hr period was recorded, in minutes. Data are below: Treatment 1: 63, 54, 69, 50, 72 Treatment 2: 45, 60, 40, 56 Treatment...
ADVERTISEMENT
ADVERTISEMENT
ADVERTISEMENT