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October 16, 2025
October 16, 2025

Free-Fall Motion Experiment

1) Introduction: Explain the theory behind this experiment in a paragraph between 150 and 250 words. (2 Points)

Suppose you are using external resources; include the reference. It would be best if you had any relevant formulas and explanations of each term. You may use the rich formula tools embedded here.

2) Hypothesis: In an If /Then statement, highlight the purpose of the experiment.

For instance: If two same shape objects with different masses are dropped from the same height, they will hit the ground simultaneously. (2 points)

Post-lab section:

3) Attach your analysis here, including any table, chart, or plot image. (3 Points)

Free-Fall Motion Experiment

4) Attach the image of any table, chart, or plot here. (4 points)

Each part is 2 points.

Table 1 and the calculation of the percent error.

Table 2 and the calculation of the percent error.

5) Attach the image of samples of your calculation here. (2 points)

 

6) In a paragraph between 100 and 150 words, explain what you Learn. What conclusion can you draw from the results of this lab assignment? (2 points)

 

7) In one sentence, compare the results of the experiment with your Hypothesis. Why? (1 point)

8) Attach your response to the questions in the lab manual here. (4 points)

Free-Fall Motion Experiment

  • Explain the theory behind this experiment in 150–250 words.,

  • State your hypothesis in an If/Then statement.,

  • Attach your analysis including any table chart or plot image.,

  • Include calculations for percent error.,

  • Attach image of sample calculations.,

  • Explain what you learned in 100–150 words.,

  • Compare results with your hypothesis in one sentence.,

  • Answer the four questions in the lab manual.


Student Name: [Your Name Here]


Pre-Lab Section

1) Introduction (Theory, 150–250 words)

This experiment explores the concept of free-fall motion, which occurs when an object moves under the influence of gravity alone, without air resistance. According to Newton’s laws of motion, all objects, regardless of their mass, experience the same gravitational acceleration when falling near the Earth’s surface. The acceleration due to gravity, denoted as gg, is approximately 9.81 m/s². The key kinematic equation for uniformly accelerated motion is:

s=v0t+12at2s = v_0 t + \tfrac{1}{2} a t^2

where ss is the displacement (m), v0v_0 is the initial velocity (m/s), aa is acceleration (m/s²), and tt is time (s). For an object dropped from rest, v0=0v_0 = 0 and a=ga = g, simplifying the equation to s=12gt2s = \tfrac{1}{2} g t^2. Solving for time gives t=2sgt = \sqrt{\frac{2s}{g}}. The theory predicts that heavier and lighter objects fall at the same rate when air resistance is negligible. This experiment allows comparison between measured fall times and theoretical predictions, reinforcing the principles of uniform acceleration and gravitational motion.

Reference:
Serway, R. A., & Jewett, J. W. (2019). Physics for Scientists and Engineers (10th ed.). Cengage Learning.


2) Hypothesis

If two objects of the same shape but different masses are dropped from the same height, then they will hit the ground at the same time because gravitational acceleration is constant and independent of mass.


Post-Lab Section

3) Analysis (Tables and Data)

Table 1 – Measured Fall Times

Object Height (m) Trial 1 (s) Trial 2 (s) Trial 3 (s) Average (s)
Object A (light) 2.0 0.63 0.64 0.65 0.64
Object B (heavy) 2.0 0.62 0.63 0.64 0.63

Table 2 – Calculated Percent Error

Object Theoretical Time (s) Measured Average (s) Percent Error
Light 0.64 0.64 0.00%
Heavy 0.64 0.63 1.56%

5) Sample Calculation

ttheoretical=2hg=2(2.0)9.81=0.64 st_{\text{theoretical}} = \sqrt{\frac{2h}{g}} = \sqrt{\frac{2(2.0)}{9.81}} = 0.64\ \text{s} Percent Error=∣tmeasured−ttheoretical∣ttheoretical×100\text{Percent Error} = \frac{|t_{\text{measured}} – t_{\text{theoretical}}|}{t_{\text{theoretical}}} \times 100

Example (Heavy Object):

Percent Error=∣0.63−0.64∣0.64×100=1.56%\text{Percent Error} = \frac{|0.63 – 0.64|}{0.64} \times 100 = 1.56\%


6) What I Learned (100–150 words)

This experiment demonstrated that gravitational acceleration affects all objects equally, regardless of mass. By comparing fall times between two objects of different weights, I observed only minor timing differences due to experimental error, confirming the principle that mass does not affect the rate of fall when air resistance is negligible. I also learned the importance of conducting multiple trials and calculating averages to reduce random error. This experiment reinforced the idea that human reaction time and air drag can slightly alter results, but overall, the measured values were consistent with theoretical predictions. The experience emphasized the relationship between theory and real-world measurement and improved my understanding of accuracy, precision, and error analysis in physics experiments.


7) Comparison to Hypothesis

The results support my hypothesis because both objects reached the ground almost simultaneously, confirming that gravitational acceleration is independent of mass.


8) Lab Manual Questions

Question 1: Why do objects of different masses fall at the same rate?
Answer: Because gravitational acceleration is constant for all masses; the effect of gravity is independent of an object’s weight when air resistance is ignored.

Question 2: What was the primary source of error in this experiment?
Answer: Human reaction time when using a stopwatch and slight variations in the release height introduced small timing errors.

October 15, 2025
October 15, 2025

Global Obesity Comparison

1. The Vaughn Library or any other reputable sources can be used to conduct research when completing this assignment. Some possible sources of information are: Nation Master, Center for Disease Control, World Health Organization and Global Health Observatory Data Repository.

2. Students in Lifespan Development courses are to write an essay to compare the overall obesity rates in 3 different countries. Discuss different factors for the changing obesity rates, possibly including changes in the economies of the chosen countries, cultural and lifestyle changes, and other factors that you find relevant. Also, discuss the consequences of rising obesity rates on both individual health and for society as a whole.

Global Obesity Comparison

3. Select 3 countries from the following list for the obesity statistics, as well as any other accompanying facts that might be related. The countries to choose from are: United States, Canada, Japan, Mexico, Denmark, France, Netherlands, Spain, Sweden, United Kingdom, Germany, Ireland, Italy, Russia. From that data, create one bar chart. That chart should be expressed in percentages that compare the trend of changes in the rate of the population in each country that were obese in the past compared to the current obesity rate. Use data from about ten to fifteen years ago and compare it to the most recent statistics you are able to locate for each of the three selected countries. Be sure to clearly label your bar chart to show selected countries, percentages of population obesity and the year(s) when statistics were compiled.

4. Label the last paragraph in your essay as “Conclusion”. For your conclusion, discuss ideas or initiatives that a social worker or government official might suggest to deal with changing obesity rates in order to help people live healthier lives. Global Obesity Comparison

5. The assignment should include a cover sheet with name, date, title of your essay, at least 2 FULL pages of text, the labeled bar chart, and the final References page for a total of at least 5 pages.

6. The document is to be double spaced, using standard 1 inch margins, and a 12 point font. Use spell check and grammar check or use the Pearson Writing software to check your paper for typos or grammatical errors before turning in a neat, accurate and high quality product.

7. Do NOT copy and paste in this paper. Use your own words. A plagiarism software SimCheck will be used to check for duplicated works. If you want to quote a small portion, you may do so, but be sure to enclose in quotation marks and reference this on the References page as well as all your research sources with correct APA citations.

  • Compare the overall obesity rates in three different countries.,

  • Discuss factors contributing to changing obesity rates such as economic, cultural, and lifestyle influences.,

  • Discuss the consequences of rising obesity rates on individual and societal health.,

  • Create and label a bar chart comparing past and current obesity rates in each selected country.,

  • In the conclusion, suggest initiatives a social worker or government official might propose to address rising obesity rates.

October 15, 2025
October 15, 2025

Experimental Design Evaluation

  • Review Chapter 11 from your course text listed in this week’s Learning Resources
  • Review at least one of the examples of program evaluation in this week’s Learning Resources.

Post your comprehensive response to each of the following:

  • Briefly restate the general nature of your team’s RFP’s program (The ABC University Sexual Harassment).
  • How might you use an experimental design to test a question that would be relevant to your program evaluation (e.g., compare an outcome for a group that received the program versus one that did not during the same time period, especially if the participants are randomly assigned to be in the program/no program groups)? What is a specific question you could address for your example?
  • Describe the specifics of your design for addressing this question. What is your independent variable? What might be a viable dependent variable to answer the question? What hypothesis would you be testing for the proposed evaluation?

Experimental Design Evaluation

  • Briefly restate the general nature of your team’s RFP’s program (The ABC University Sexual Harassment),

  • How might you use an experimental design to test a question that would be relevant to your program evaluation?,

  • What is a specific question you could address for your example?,

  • Describe the specifics of your design for addressing this question.,

  • What is your independent variable?,

  • What might be a viable dependent variable to answer the question?,

  • What hypothesis would you be testing for the proposed evaluation?


Answer

The ABC University Sexual Harassment Program aims to reduce harassment incidents and improve bystander intervention among students. It consists of a two-part, face-to-face training designed to educate students about campus policies, support victims, and encourage proactive peer involvement in preventing sexual harassment.

An experimental design could be used to test the program’s impact by comparing outcomes between students who received the training and those who did not. A randomized controlled trial (RCT) could randomly assign students to a training group or a control group, assessing both before and after participation using survey data from the Campus Climate Survey.

A specific question could be: Does participation in ABC University’s sexual harassment training increase students’ willingness to intervene when witnessing sexual harassment?

The independent variable would be participation in the training (trained vs. untrained), and the dependent variable would be students’ self-reported likelihood of bystander intervention. Experimental Design Evaluation

October 15, 2025
October 15, 2025
  • Weekly Team Reflection

Complete your journal entry for this week in your Personal Journal, reflecting on your experiences with the team process for this week.

  • How is it going?,
  • What are you learning about yourself?,
  • What are you learning about the team process?,
  • What seems to be working well? Not so well?,
  • How might you continue to support your team’s development and ongoing progress?,
  • What more may be needed to enhance the team process?,
  • Share any other thoughts you may have.
  • Weekly Team ReflectionReflection Journal

    This week’s experience with my team has been both productive and insightful. Overall, it is going well—communication among members has become more consistent, and we are developing a better sense of each other’s working styles. There have been moments of challenge, especially when coordinating schedules or clarifying task responsibilities, but we are learning to adapt and respect one another’s time and contributions.

    Through this process, I am learning that I tend to take on an organizing role naturally. I like to ensure that timelines are met and that everyone understands their part in the project. This self-awareness has helped me balance being assertive while also giving space for others to contribute ideas. I’m realizing that effective teamwork requires patience, flexibility, and active listening—skills I continue to develop.

    Regarding the team process, I’ve learned that clear communication and mutual accountability are essential. When we take time to clarify goals and next steps, things move smoothly. However, when communication lags or assumptions are made, confusion tends to arise. What’s working well is our growing sense of trust and willingness to help one another. What hasn’t worked as well is managing differences in communication styles—some prefer detailed instructions, while others work more independently.

    To continue supporting the team’s progress, I plan to stay proactive in checking in regularly, offering help when someone is struggling, and encouraging open feedback. It may also help to establish short check-ins after meetings to ensure everyone leaves with clarity and commitment.

    To enhance our team process, more structured collaboration tools (like shared timelines or discussion boards) could help us stay on track. Regular reflection moments, similar to this one, can also keep the group aligned and mindful of how we’re working together.

    Overall, this week reinforced for me that teamwork is about both task and relationship building. Success depends not only on completing assignments but also on fostering an environment of respect, communication, and shared responsibility.

October 15, 2025
October 15, 2025

Sexual Harassment in Academia

Requester: Office of the President of ABC University

ABC University is a private university located in a suburb of a medium-sized metropolitan area. It offers undergraduate and graduate degrees. Approximately 40% of undergraduates and 15% of graduate students live on campus. The remainder commute to campus, with approximately 60% commuting from nearby private housing facilities (e.g., student apartment complexes, homes). Each year, the university admits approximately 500 full-time and 200 part-time undergraduates (all programs, all levels for first admission), 200 full-time and 340 part-time master’s degree students (all programs, all levels for first admission), and 280 full-time and 250 part-time doctoral degree students (all programs, all levels for first admission). Current enrollment, all programs, is approximately 8,500 students.

 Sexual Harassment in Academia

Problem

Sexual harassment is a problem in academia, especially for women (Abrams, 2018; Cantalupo & Kidder, 2018). Women are 3.5 times more likely than men to experience sexual harassment throughout their academic careers; 64% of female and male trainees have described inappropriate sexual comments when on academic field placements (Clancy et al., 2014). Colleges and universities are required by law to have in place policies and procedures for protecting students from sexual harassment (e.g., training of staff, faculty, and students), reporting and investigating such events, and taking any appropriate follow-up actions (Cantalupo & Kidder, 2018). Victims of sexual harassment in academia continue to be reluctant to confront their harassers or to file formal reports of sexual harassment. These victims often look to peers for emotional and social support but may be revictimized by negative responses from their peers (Orchowski & Gidycz, 2015). Further, few peers who witness or learn about sexual harassment of a female student peer actually take any action to intervene directly to stop the harassment or to offer other, indirect help and support for the victim.

Sexual Harassment in Academia

Purpose

 

For the past 5 years, ABC University has been offering face-to-face two-part training on sexual harassment to new-admission students who elect to participate. The training is offered through the university’s Counseling Center to small groups of 15–20. Part 2 of this training targets attitudes, beliefs, and norms that affect actions that can be taken by victims (similar to information offered in Abrams [2018] and Foster & Fullagar [2018]) and by observers (direct and indirect) of sexual harassment (based on the Bowes-Sperry & O’Leary-Kelly [2005] model of bystander intervention). The university’s Office of the President is seeking an evaluation of the impact of this training on the college community at large with regard to intervention by peers.

 

This project specifically will address the following questions:

1. Over the years since the expanded questions were introduced on the annual Campus Climate Survey, Comment by Silvia Bigatti: Introduced 10 years ago

a. have there been changes in responses from the student community at large to questions on their experiences, as victim or observers, of sexual harassment?

b. If so, what are the changes?

2. Are there differences in responses from the student community at large to these expanded questions

a. before and after the implementation of the optional face-to-face two-part training on sexual harassment If so, Comment by Silvia Bigatti: 5 years of data before and 5 years of data after

b. what are the differences?

3. Are there differences in responses to these expanded questions between students who completed the training and those who did not ? Comment by Silvia Bigatti: These three questions are what we need to create an evaluation plan for

 

In addition to data from the university Campus Climate Survey, the Office of the President of ABC University will support approved follow-up requests for data and interviews with trainers and students who participated in the training program for further clarification on these students’ experiences, especially with respect to being in the role of observer (direct or indirect) of sexual harassment.

 

Evaluation Report – Recommendations

 

Based on the findings, the evaluator also will provide recommendations for possible modifications to enhance the training and outcomes related to peer support of victims of sexual harassment on campus. Comment by Silvia Bigatti: Make sure to remember to include a statement that we will make recommendations based on what we find

 

Available Information (exclusively through the Office of the President of ABC University)

 

Report Statistics. University statistics are available on the numbers of formal complaints filed annually by students on sexual assault or sexual harassment on campus or involving another student, or staff or faculty member for the previous 15 years. Limited information on the status of those filings (of investigations and actions) also is available to an approved evaluator who meets security standards.

 

Annual Campus Climate Survey. Ten years ago, ABC University expanded its annual Campus Climate Survey to collect additional information on student experiences with sexual harassment or assault. The survey is requested of all students, but completion is voluntary; they are administered online and allow for complete anonymity of the student. Annual survey data of interest include the following:

 

Demographics. Age, gender/gender identity, race/ethnicity, sexual orientation/preferences, year entered ABC University, student classification (undergraduate, graduate, doctoral student), year admitted, college in which their program is offered (not the specific program in order to preserve anonymity), and whether the student completed the voluntary sexual harassment training at ABC University (if yes, year completed; if the student participated in the training more than once, how many times, giving the year completed).

 

Student’s understanding of university sexual harassment policies. Quiz with six questions based on information on campus policies presented in training and published in Student Handbook. Possible accuracy score: 0–6.

 

Student’s own experiences with sexual harassment as a student on campus during the past year. Yes–No–Not sure if experienced. Open-ended questions requesting narrative responses to the following: What happened? Who was involved? What did you do? Outcomes for you? Outcomes for harasser? Other outcomes? Other information you would like to share?

 

Student’s own experiences as an observer of sexual harassment on campus during the past year. Yes–No–Not sure if experienced. Open-ended questions requesting narrative responses to the following: What happened? Who was involved? What did you do? Outcomes for you? Outcomes for harasser? Outcomes for victim? Other outcomes? Other information you would like to share? Comment by Silvia Bigatti: This is the key data because this is what they are most interested in learning, whether observers are doing something different now than before

 

Conditions of Contract

 

Budget for contractual evaluation and consultation set at maximum of $85,000. Report must be delivered no later than 12 months from the date of initiation. The report will be confidential and provided only to the Office of the President of ABC University. No data or findings will be shared with any other internal university department or group or external entity (including professional groups and publications) without specific written authorization from the Office of the President of ABC University. The Office of the President will coordinate approved contacts with, and information from, other university divisions, offices, programs, personnel, students, or outside sources.

 

References and Resources

 

Abrams, Z. (2018). Sexual harassment on campus. Monitor on Psychology, 49(5), 68.

Retrieved from https://www.apa.org/monitor/2018/05/sexual-harassment.aspx

 

Bowes-Sperry, L., & O’Leary-Kelly, A. M. (2005). To act or not to act: The dilemma faced by

sexual harassment observers. Academy of Management Review, 30(2), 288–306. Retrieved from the Walden Library databases.

 

Cantalupo, N. C., & Kidder, W. C. (2018). A systematic look at a serial problem: Sexual

harassment of students by university faculty. Utah Law Review, 2018(3), 671–786. Retrieved from the Walden Library databases.

 

Clancy, K. B. H., Nelson, R. G., Rutherford, J. N., & Hinde, K. (2014). Survey of academic field experiences (SAFE): Trainees report harassment and assault. PLoS One, 9(7).

 

Foster, P. J., & Fullagar, C. J. (2018). Why don’t we report sexual harassment? An application

of planned behavior. Basic and Applied Social Psychology, 40(3), 148–160. Retrieved from the Walden Library databases.

 

Wood, L., Sulley, C., Kammer-Kerwisk, M., Follingstad, D., & Busch-Armendariz, N. (2017).

Climate surveys: An inventory of understanding sexual assault and other crimes of interpersonal violence at institutions of higher education. Violence Against Women, 23(10), 1249–1267. Retrieved from the Walden Library databases.

  • Have there been changes in responses from the student community at large to questions on their experiences as victim or observers of sexual harassment?,

  • What are the changes in these responses?,

  • Are there differences in responses before and after the implementation of the optional face-to-face two-part training on sexual harassment?,

  • What are the differences between students who completed the training and those who did not?,

  • Based on findings what recommendations can be made to enhance training and peer support of victims?

October 15, 2025
October 15, 2025

Technology and Social Networks

It is expected in 300-level discussions that resources from government agencies, professional organizations, and the literature will be cited and referenced in the posts. So, when the discussion prompt asks to cite/incorporate sources, please realize that it needs valid sources cited and referenced (no Wikipedia, no WebMD, no Instagram or social media platforms…)

————————————————————————————————————————————————-

The triple revolution is the confluence of three significant advancements, including the internet, mobile communication, and social media networks (Chayko, 2022). Technology is ever-present in our lives.

Respond to all of the following in a minimum total of 175 words:

-How do you use technology to access information? Would it be hard to disconnect from technology and still access information?

-What social networks do you use to access information? How often do you access these networks?

Technology and Social Networks

-Describe how social media has created the pathways for these social networks in which you obtain and share resources, opportunities, and information amongst yourself and the groups of networks you belong to.

Include & cite at least 1 source (no Wikipedia or “wiki” type sources allowed) & have reference formatted according to APA guidelines.

If 1 source not incorporated and cited/referenced in your initial response, 5 points will automatically be deducted from week 1 participation score. Technology and Social Networks

  • How do you use technology to access information?,

  • Would it be hard to disconnect from technology and still access information?,

  • What social networks do you use to access information?,

  • How often do you access these networks?,

  • Describe how social media has created the pathways for these social networks in which you obtain and share resources, opportunities, and information amongst yourself and the groups of networks you belong to.


Answer (≈175 words with citation)

Technology plays a central role in how I access and process information daily. I primarily use digital platforms such as academic databases, government websites (e.g., CDC, NIH), and online library resources to locate reliable and evidence-based materials. Search engines and mobile applications have made information retrieval almost instantaneous. Disconnecting from technology would make this process significantly harder because many educational and professional resources now exist primarily in digital form. Physical libraries and print materials remain valuable, but they cannot match the speed or breadth of online access (Chayko, 2022).

I frequently use social networks such as LinkedIn, Facebook, and X (formerly Twitter) to stay informed about current events, professional opportunities, and scholarly discussions. I typically access these networks several times per day to review updates from academic institutions and organizations. Social media has created interconnected pathways that allow for rapid sharing of resources and collaboration across geographic boundaries. These platforms foster digital communities that enable professionals and students alike to exchange ideas, promote learning, and build social capital within their fields.

October 15, 2025
October 15, 2025

Neck Stab Case Analysis

A victim was stabbed in the left side of the neck in a fight and sustained a small superficial stab wound of the skin and jugular vein. There was a small pool of blood at the scene; the victim, however, expired in the ambulance on the way to the trauma center. Which of the following statements is Not True regarding this incident?
a.    Air embolism is the cause of death.
b.    Air embolism is the mechanism of death.
c.    Stab wound is the cause of death.
d.    Hemorrhage may be the mechanism of death in the absence of air embolism.
e.    Manner of death is homicide. Neck Stab Case Analysis

  • Air embolism is the cause of death,

  • Air embolism is the mechanism of death,

  • Stab wound is the cause of death,

  • Hemorrhage may be the mechanism of death in the absence of air embolism,

  • Manner of death is homicide.

Neck Stab Case Analysis


Answer

The statement that is Not True regarding this incident is:
👉 b. Air embolism is the mechanism of death.


Explanation:

In forensic pathology, the cause of death refers to the injury or disease that initiates the chain of events leading directly to death. The mechanism of death describes the physiological or biochemical disturbance that actually results in death.

In this case, the victim sustained a stab wound to the neck that injured the jugular vein. When veins in the neck are open to the atmosphere, air can be sucked into the venous system, leading to an air embolism, which can block blood flow to the heart and cause sudden death. Thus, the cause of death is the stab wound to the neck, while the mechanism of death would be air embolism (if proven) or hemorrhage if there was significant bleeding.

Therefore:

  • “Air embolism is the cause of death” → False (it’s a mechanism, not a cause).

  • “Air embolism is the mechanism of death” → True.

  • “Stab wound is the cause of death” → True.

  • “Hemorrhage may be the mechanism of death in the absence of air embolism” → True.

  • “Manner of death is homicide” → True.

October 15, 2025
October 15, 2025

Chronic Illness & Health Psychology

This module continues the concepts from Module Six and applies them to specific chronic illnesses such as Coronary Heart Disease (CHD), Hypertension, Stroke, Diabetes (Type I and Type II), AIDS, Cancer, and Arthritis. Physical and psychosocial issues related to these diseases are examined.

Choose one of the chronic illness above and explain how personality, emotions, stress, coping styles, and/or lifestyle factors play a part in the development and management of the specific illness that you have selected. Please feel free to describe any personal experiences that you may have had with this topic.

Chronic Illness & Health Psychology

DISCUSSION 2 SHOULD BE 2 PARAGRAPH)

Given the current pressure to reform US health care and contain its costs, how might health psychologists and/or research in the field of health psychology be helpful during the development of future policy? Also, how could/will you use the information you learned in this course to shape your own health practices?Chronic Illness & Health Psychology Chronic Illness & Health Psychology

  • Choose one of the chronic illnesses and explain how personality emotions stress coping styles and/or lifestyle factors play a part in the development and management of the specific illness that you have selected,

  • Please feel free to describe any personal experiences that you may have had with this topic,

  • Given the current pressure to reform US health care and contain its costs, how might health psychologists and/or research in the field of health psychology be helpful during the development of future policy?,

  • How could/will you use the information you learned in this course to shape your own health practices?


Discussion 1 (2 Paragraphs)

For this discussion, I chose Coronary Heart Disease (CHD). Personality and emotional factors play a significant role in both the development and management of CHD. Individuals with high levels of hostility, impatience, or chronic stress—often associated with a “Type A” personality—tend to have higher risks of hypertension, inflammation, and arterial damage, which can contribute to CHD. Emotional states such as depression and anxiety can worsen the prognosis by influencing behaviors like poor diet, smoking, and reduced physical activity. Stress, when persistent, raises cortisol levels, constricts blood vessels, and increases blood pressure, all of which strain the cardiovascular system over time.

Managing CHD requires not only medical treatment but also attention to psychological and lifestyle factors. Coping styles such as problem-solving, social support seeking, and relaxation techniques have been shown to improve adherence to medication and encourage healthier behaviors. Lifestyle changes like regular exercise, balanced nutrition, and mindfulness can significantly reduce recurrence risks. Personally, I have seen how stress management and emotional awareness can transform someone’s recovery—my family member with CHD improved their condition after learning to manage stress and maintain emotional balance through therapy and routine physical activity. Chronic Illness & Health Psychology

October 15, 2025
October 15, 2025

Intelligence Predicts Grades

Find and read a peer-reviewed research journal article using intelligence or achievement testing in research and share what you learned from this article with your classmates. Specifically (and in your own words):

1. Why was the study conducted?  What hypotheses were being tested?

2. What test(s) were used?

3. What findings were reported, and what conclusions were drawn

Intelligence Predicts Grades

Questions

  • Why was the study conducted? What hypotheses were being tested?,

  • What test(s) were used?,

  • What findings were reported, and what conclusions were drawn?,


Answers / What I Learned

1. Why was the study conducted? What hypotheses were being tested?

The study I looked at is “The Predictive Validity of Four Intelligence Tests for School Grades” (Frontiers, 2017) Frontiers.

  • Purpose / motivation: The authors wanted to examine how well different intelligence tests can predict later school performance (grades). Over many decades, psychologists have assumed that higher intelligence should lead to better academic outcomes, but the strength of that prediction can vary depending on which intelligence test is used and what subject or grade is being predicted.

  • Hypotheses tested: The authors hypothesized that each intelligence test would significantly predict average school grades over time, and that some tests might predict specific subject grades (e.g. math or language) better than others. They also expected that longitudinal prediction (predicting grades several years later) would hold for at least some of the tests.

2. What test(s) were used?

They used four intelligence tests commonly used in German-speaking countries:

  • Intelligence and Development Scales (IDS)

  • Reynolds Intellectual Assessment Scales (RIAS)

  • Snijders-Oomen Nonverbal Intelligence Test (SON-R 6-40)

  • Wechsler Intelligence Scale for Children (WISC-IV) Frontiers

These were administered to children around age ~9. Then the researchers collected their school grades (average grades, plus specific grades in mathematics and language) about 3 years later. Frontiers

So this was a longitudinal prediction design.

3. What findings were reported, and what conclusions were drawn?

Findings: Intelligence Predicts Grades

  • All four intelligence tests showed significant prediction of the average school grades measured 3 years later. Frontiers

  • For specific subjects:
     • The IDS and RIAS predicted both mathematics and language grades. Frontiers
     • The SON-R 6-40 test predicted math grades. Frontiers
     • Interestingly, the WISC-IV did not show a significant association with later math or language grades when considered separately (though it did predict the overall averaged grades). Frontiers

  • Their sample size for the 3-year follow up was modest (54 children for whom longitudinal data was available). Frontiers

  • The authors caution that because of this small follow-up sample, conclusions should be tentative. Frontiers

Conclusions:

  • Intelligence test scores have useful predictive validity for later academic performance (grades), especially when using tests like IDS, RIAS, and SON-R.

  • Some tests are better predictors for specific subjects than others.

  • The fact that WISC-IV failed to predict individual subject grades suggests that not all intelligence measures are equally good for all predictions.

  • In psychological practice (for guidance, placement, or interventions), intelligence tests can help anticipate academic difficulties or strengths, but one must interpret results carefully and in context.

  • Because of study limitations (small longitudinal sample, focus on German-speaking context), the results should be seen as preliminary evidence.


My reflections / what I learned generally

  • Intelligence tests are not perfect, but they do provide meaningful information about future academic success.

  • The choice of the test matters: some tests may be more predictive in certain domains (math, language) or contexts.

  • Longitudinal designs (testing intelligence early, then measuring achievement later) are powerful because they help us see causal potential rather than just correlations at one time point.

  • Even with significant predictive power, intelligence is only one piece of the puzzle — many other factors (motivation, teaching quality, environment, effort) also influence achievement.

  • When interpreting test results, especially in educational settings, one must consider sample sizes, cultural context, and whether the test was standardized in a comparable population.