Unit 4: Hypothesis and Research Tools - Practice Quiz

DEGEN530 60 Questions
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1 What is a hypothesis in research?

Hypothesis: qualities of a good hypothesis Easy
A. A summary of collected data
B. A tentative statement predicting the relationship between variables
C. A list of references used in a study
D. A final proven conclusion of a study

2 Which of the following is a quality of a good hypothesis?

Hypothesis: qualities of a good hypothesis Easy
A. It should avoid variables
B. It should be vague
C. It should be testable
D. It should be unmeasurable

3 A good hypothesis should be stated in a manner that is:

Hypothesis: qualities of a good hypothesis Easy
A. Broad and undefined
B. Clear and specific
C. Long and confusing
D. Emotional and biased

4 A hypothesis that can be shown to be false through evidence is said to be:

Hypothesis: qualities of a good hypothesis Easy
A. Permanent
B. Unchangeable
C. Absolute
D. Falsifiable

5 A good hypothesis should be based on which of the following?

Hypothesis: qualities of a good hypothesis Easy
A. Unrelated opinions
B. Personal wishes only
C. Random guessing
D. Existing knowledge and theory

6 The null hypothesis is usually denoted by which symbol?

null hypothesis and alternative hypothesis Easy
A.
B.
C.
D.

7 What does a null hypothesis typically state?

null hypothesis and alternative hypothesis Easy
A. There is no significant difference or relationship
B. There is a strong relationship
C. The sample is biased
D. The result is always positive

8 The alternative hypothesis is commonly symbolized as:

null hypothesis and alternative hypothesis Easy
A.
B.
C.
D.

9 Which statement best describes the alternative hypothesis?

null hypothesis and alternative hypothesis Easy
A. It states there is a significant difference or relationship
B. It states there is no effect at all
C. It equals the null hypothesis
D. It cannot be tested

10 When the null hypothesis is rejected, the researcher generally accepts the:

null hypothesis and alternative hypothesis Easy
A. Sample size
B. Alternative hypothesis
C. Original data set
D. Null hypothesis again

11 The null and alternative hypotheses are described as being:

null hypothesis and alternative hypothesis Easy
A. Identical statements
B. Mutually exclusive
C. Unrelated to each other
D. Always both true

12 Which of the following is an example of a research database?

use of databases Easy
A. MS Paint
B. Calculator
C. Scopus
D. Notepad

13 The main purpose of using academic databases in research is to:

use of databases Easy
A. Play online games
B. Edit photographs
C. Access relevant scholarly literature
D. Send personal emails

14 Which database is primarily focused on biomedical and life sciences literature?

use of databases Easy
A. PubMed
B. IEEE Store
C. YouTube
D. Instagram

15 Which of the following is a popular academic search engine?

search engines and research gateways Easy
A. Google Maps
B. Google Photos
C. Gmail
D. Google Scholar

16 A research gateway mainly helps users to:

search engines and research gateways Easy
A. Stream movies
B. Access a collection of scholarly resources in one place
C. Edit spreadsheets
D. Book flight tickets online

17 Which of the following is an example of a research networking gateway for academics?

search engines and research gateways Easy
A. ResearchGate
B. WhatsApp
C. PowerPoint
D. Spotify

18 A Gantt chart is primarily used to represent:

framing of timeline/Gantt chart Easy
A. Genetic sequences
B. A project schedule and timeline
C. Financial profit only
D. Chemical reactions

19 In a Gantt chart, the horizontal axis usually represents:

framing of timeline/Gantt chart Easy
A. Cost
B. Time
C. Temperature
D. Weight

20 What does each bar in a Gantt chart typically indicate?

framing of timeline/Gantt chart Easy
A. The budget of a company
B. The duration of a task
C. The number of researchers
D. The location of a lab

21 A researcher states: "Better teaching improves outcomes." A methodology reviewer rejects this as a poor hypothesis. Which quality is it most clearly missing?

Hypothesis: qualities of a good hypothesis Medium
A. Consistency with prior literature
B. Relevance to the research problem
C. Alignment with a theoretical framework
D. Testability through measurable variables

22 Two competing hypotheses explain the same data equally well. According to the principle of parsimony, which should a researcher prefer?

Hypothesis: qualities of a good hypothesis Medium
A. The one proposed most recently
B. The one that is hardest to test
C. The one with more variables
D. The one with fewer assumptions

23 Which hypothesis best demonstrates the quality of being specific and stating a clear relationship between variables?

Hypothesis: qualities of a good hypothesis Medium
A. Sleep and academic life are connected somehow
B. Sleep affects how students perform in various ways
C. Good sleep is generally helpful for students
D. Students who sleep at least 7 hours score higher on exams than those who sleep less

24 A hypothesis is described as "falsifiable." What does this quality require?

Hypothesis: qualities of a good hypothesis Medium
A. It has already been proven true
B. It can be proven false by observation or data
C. It cannot be contradicted by any evidence
D. It is based only on personal opinion

25 A researcher writes a hypothesis so broad it cannot be completed within the available time and resources. Which quality of a good hypothesis is violated?

Hypothesis: qualities of a good hypothesis Medium
A. Logical consistency
B. Feasibility of investigation
C. Simplicity of language
D. Empirical basis

26 A study tests whether a new drug changes average blood pressure. The null hypothesis is most appropriately written as:

null hypothesis and alternative hypothesis Medium
A.
B.
C.
D.

27 A researcher predicts that a training program will increase productivity. The alternative hypothesis should be written as:

null hypothesis and alternative hypothesis Medium
A.
B.
C.
D.

28 In hypothesis testing, a Type I error occurs when a researcher:

null hypothesis and alternative hypothesis Medium
A. Correctly rejects a false null hypothesis
B. Rejects a true null hypothesis
C. Accepts a true alternative hypothesis
D. Fails to reject a false null hypothesis

29 A test yields a p-value of with a significance level of . What is the correct decision?

null hypothesis and alternative hypothesis Medium
A. Reject the null hypothesis
B. Accept the null hypothesis as proven
C. Fail to reject the null hypothesis
D. Increase the sample size before deciding

30 Why do researchers test the null hypothesis rather than directly proving the alternative hypothesis?

null hypothesis and alternative hypothesis Medium
A. Statistical software only accepts null values
B. The null is always easier to calculate
C. A hypothesis can be disproven but never conclusively proven
D. The alternative has no mathematical form

31 A two-tailed test uses the alternative hypothesis . What does the two-tailed form indicate about the prediction?

null hypothesis and alternative hypothesis Medium
A. The mean is expected to increase only
B. The mean is expected to decrease only
C. A difference is expected but its direction is not specified
D. No difference from 50 is expected at all

32 A student needs peer-reviewed, full-text journal articles on clinical medicine. Which resource is most appropriate?

use of databases Medium
A. A public social media page
B. A general web forum thread
C. A personal blog aggregator
D. A subscription academic database like PubMed

33 A researcher wants to retrieve records containing both "climate" and "agriculture." Which Boolean operator should be used?

use of databases Medium
A. climate NOT agriculture
B. climate OR agriculture
C. climate NEAR nothing
D. climate AND agriculture

34 In a database search, applying the truncation symbol as in educat* will retrieve which set of terms?

use of databases Medium
A. education but not educator
B. words ending in educat
C. education, educator, educating
D. only the exact word educat

35 A researcher gets 40,000 results for a query. Which strategy will most effectively narrow the results?

use of databases Medium
A. Replace AND with OR between terms
B. Use only single common words
C. Remove all keywords and search broadly
D. Add filters and combine terms with AND

36 How does an academic search engine like Google Scholar mainly differ from a general search engine like Google?

search engines and research gateways Medium
A. It ranks pages purely by advertising revenue
B. It indexes scholarly literature and citations rather than general web pages
C. It excludes all citation information
D. It only returns social media posts

37 A research gateway (subject portal) is most useful to a researcher because it:

search engines and research gateways Medium
A. Replaces the need for any peer review
B. Blocks access to all journal articles
C. Organizes curated, evaluated resources for a specific discipline
D. Returns the highest number of unfiltered hits

38 Which practice best helps a researcher evaluate the credibility of a source found through a web search engine?

search engines and research gateways Medium
A. Checking the author's credentials and the publisher
B. Counting the number of images on the page
C. Trusting the first result returned
D. Choosing the page with the brightest design

39 In a Gantt chart, the horizontal length of a bar most directly represents:

framing of timeline/Gantt chart Medium
A. The cost of a task
B. The number of team members
C. The duration of a task
D. The priority level of a task

40 Two tasks in a Gantt chart overlap on the timeline. What does this overlap indicate?

framing of timeline/Gantt chart Medium
A. The tasks run concurrently during that period
B. One task cannot start until the other ends
C. The tasks require the same budget
D. The tasks have been cancelled

41 A researcher sets and obtains , rejecting . A colleague later reveals the researcher ran the analysis five separate times on subsets, reporting only the significant result. What is the most accurate critique of this conclusion?

null hypothesis and alternative hypothesis Hard
A. The -value should be recomputed using a one-tailed test instead
B. The null hypothesis was correctly rejected since
C. The effective Type I error rate is inflated well above due to multiple comparisons
D. The power of the test was too low to justify rejection

42 Which pairing of hypotheses is logically invalid for a two-sample mean comparison?

null hypothesis and alternative hypothesis Hard
A. and
B. and
C. and
D. and

43 A study with finds a statistically significant difference () between two groups, but the effect size is Cohen's . What is the correct interpretation?

null hypothesis and alternative hypothesis Hard
A. The result is statistically significant but likely practically negligible
B. The large sample guarantees the effect is practically important
C. The null hypothesis should be accepted despite the small -value
D. The effect size indicates a Type II error occurred

44 Consider the hypothesis: "Improved wellbeing leads to better outcomes in society." Which quality of a good hypothesis does it most fundamentally violate?

qualities of a good hypothesis Hard
A. Operational definability of its variables
B. Grammatical correctness of statement
C. Consistency with existing theory
D. Alignment with the research title

45 Two hypotheses explain the same phenomenon equally well and both fit available data. Hypothesis A assumes three interacting mechanisms; Hypothesis B assumes one. On what principle should a researcher prefer B, and what is the key caveat?

qualities of a good hypothesis Hard
A. Generality; but B applies to fewer cases
B. Testability; but A is inherently more testable
C. Falsifiability; but B must first be proven true
D. Parsimony; but simplicity must not override empirical adequacy

46 A hypothesis states: "There either is or is not a relationship between diet and heart disease." Why does this fail as a scientific hypothesis?

qualities of a good hypothesis Hard
A. It is unfalsifiable because no observation could contradict it
B. It confuses correlation with causation
C. It fails to specify the confidence level in advance
D. It lacks a directional prediction about the relationship

47 A researcher fails to reject at . Which statement about this outcome is correct?

null hypothesis and alternative hypothesis Hard
A. The alternative hypothesis is false
B. A Type I error has definitely been avoided
C. The null hypothesis has been proven correct with 95% certainty
D. The data provide insufficient evidence against , not proof that is true

48 In a clinical trial, the cost of a Type II error (missing a truly effective drug) is judged far more severe than a Type I error. What adjustment best reflects this priority?

null hypothesis and alternative hypothesis Hard
A. Use a two-tailed test instead of one-tailed
B. Reject regardless of the -value
C. Decrease to below to be more conservative
D. Increase and increase sample size to raise statistical power

49 A one-tailed test uses . During analysis the sample mean turns out to be well below 100. The researcher then switches to to capture significance. Why is this invalid?

null hypothesis and alternative hypothesis Hard
A. One-tailed tests cannot be converted to any other form
B. Switching direction requires a larger sample size only
C. The sample mean below 100 automatically confirms
D. Hypotheses must be fixed before data collection to preserve the error rate

50 A researcher needs peer-reviewed, indexed articles with citation-tracking and impact metrics across multiple disciplines. Which resource type is most appropriate, and why not a general web search engine?

use of databases Hard
A. A personal blog aggregator, because it is updated frequently
B. A curated bibliographic database, because it offers controlled indexing and quality filtering
C. A social media platform, because it surfaces recent discussion
D. A general search engine, because it indexes more total pages

51 In a search engine, the query education AND (online OR remote) NOT primary will return records that contain:

search engines and research gateways Hard
A. "education", "online", "remote", and "primary" all together
B. any of the four terms in any combination
C. "education" plus at least one of "online" or "remote", but exclude any with "primary"
D. "education" only, ignoring all other operators

52 A researcher's search returns thousands of irrelevant results because a keyword has multiple meanings (e.g., "depression" as mood vs. economics). Which combined strategy best improves precision?

search engines and research gateways Hard
A. Replace all Boolean operators with OR to capture more results
B. Remove all filters to let the algorithm rank relevance
C. Add context terms with AND and apply subject-specific field or database filters
D. Broaden the search using truncation and wildcards

53 Which statement best distinguishes a research gateway (subject portal) from a general search engine?

search engines and research gateways Hard
A. A gateway ranks pages purely by inbound link popularity
B. A gateway offers a curated, discipline-focused collection vetted by experts
C. A gateway only indexes non-academic commercial sites
D. A gateway crawls the entire open web automatically

54 A systematic reviewer searches only one database and reports comprehensive coverage. What is the primary methodological flaw?

use of databases Hard
A. Single databases always return duplicate records
B. Databases automatically exclude peer-reviewed sources
C. One database cannot support Boolean operators
D. Single-database searching risks selection bias by missing indexed content elsewhere

55 In a Gantt chart, Task C cannot begin until both Task A and Task B finish. Task A takes 4 weeks, Task B takes 6 weeks, and they start simultaneously at week 0. When can Task C start?

framing of timeline/Gantt chart Hard
A. Week 4
B. Week 6
C. Week 0
D. Week 10

56 A project has a critical path of 20 weeks. A non-critical task has 5 weeks of slack (float). If that task is delayed by 7 weeks, what is the effect on the project's overall duration?

framing of timeline/Gantt chart Hard
A. The project duration is unaffected because the task had slack
B. The project shortens by 2 weeks
C. The project extends by 2 weeks as the task now becomes critical
D. The project extends by the full 7 weeks

57 Which feature of a Gantt chart is essential for identifying which task delays will directly push back the project deadline?

framing of timeline/Gantt chart Hard
A. Color coding of each team member's tasks
B. A legend describing task categories
C. Explicit dependency links revealing the critical path
D. The chart's overall aspect ratio

58 A student builds a Gantt chart where every task starts on day 1 and all run in parallel with no dependencies. What is the most serious planning defect this reveals?

framing of timeline/Gantt chart Hard
A. It uses too few colors to distinguish tasks
B. It fails to include a project title
C. It ignores logical sequencing and resource constraints among tasks
D. It shows tasks that are individually too short

59 A researcher proposes a hypothesis so broad it predicts a relationship among dozens of loosely defined variables at once. Beyond testability, which quality is most compromised?

qualities of a good hypothesis Hard
A. Relevance, which links it to the field
B. Novelty, which requires an original idea
C. Specificity, which enables clear and focused empirical testing
D. Brevity, which shortens the wording

60 A meta-analyst notes that a body of studies overwhelmingly reports significant results supporting , with almost no null findings published. What bias most threatens the validity of pooling these results?

null hypothesis and alternative hypothesis Hard
A. Recall bias affecting the participants
B. Sampling bias within each individual study
C. Publication bias, since non-significant results are underreported
D. Confirmation bias in the statistical software