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 final proven conclusion of a study
D. A list of references used in 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 testable
C. It should be unmeasurable
D. It should be vague

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

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

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

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

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

Hypothesis: qualities of a good hypothesis Easy
A. Random guessing
B. Unrelated opinions
C. Personal wishes only
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. The result is always positive
B. The sample is biased
C. There is no significant difference or relationship
D. There is a strong relationship

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 cannot be tested
D. It equals the null hypothesis

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

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

11 The null and alternative hypotheses are described as being:

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

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

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

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

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

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

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

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

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

16 A research gateway mainly helps users to:

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

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

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

18 A Gantt chart is primarily used to represent:

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

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

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

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 number of researchers
C. The duration of a task
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. Testability through measurable variables
B. Alignment with a theoretical framework
C. Consistency with prior literature
D. Relevance to the research problem

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 that is hardest to test
B. The one with fewer assumptions
C. The one with more variables
D. The one proposed most recently

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

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 cannot be contradicted by any evidence
C. It is based only on personal opinion
D. It can be proven false by observation or data

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. Empirical basis
B. Logical consistency
C. Simplicity of language
D. Feasibility of investigation

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. Rejects a true null hypothesis
B. Accepts a true alternative hypothesis
C. Correctly rejects a false null 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. Increase the sample size before deciding
B. Accept the null hypothesis as proven
C. Fail to reject the null hypothesis
D. Reject the null hypothesis

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

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

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. A difference is expected but its direction is not specified
B. The mean is expected to decrease only
C. The mean is expected to increase only
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 subscription academic database like PubMed
C. A personal blog aggregator
D. A general web forum thread

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 AND agriculture
C. climate NEAR nothing
D. climate OR agriculture

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

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

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

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

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

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

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

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

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

framing of timeline/Gantt chart Medium
A. The number of team members
B. The duration of a task
C. The cost 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. One task cannot start until the other ends
B. The tasks run concurrently during that period
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 power of the test was too low to justify rejection
C. The effective Type I error rate is inflated well above due to multiple comparisons
D. The null hypothesis was correctly rejected since

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. Alignment with the research title
B. Consistency with existing theory
C. Operational definability of its variables
D. Grammatical correctness of statement

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

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 fails to specify the confidence level in advance
B. It is unfalsifiable because no observation could contradict it
C. It confuses correlation with causation
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 null hypothesis has been proven correct with 95% certainty
B. A Type I error has definitely been avoided
C. The alternative hypothesis is false
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. Decrease to below to be more conservative
B. Increase and increase sample size to raise statistical power
C. Reject regardless of the -value
D. Use a two-tailed test instead of one-tailed

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

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

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

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

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 crawls the entire open web automatically
C. A gateway offers a curated, discipline-focused collection vetted by experts
D. A gateway only indexes non-academic commercial sites

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

use of databases Hard
A. Databases automatically exclude peer-reviewed sources
B. One database cannot support Boolean operators
C. Single databases always return duplicate records
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 0
B. Week 10
C. Week 4
D. Week 6

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 the full 7 weeks
D. The project extends by 2 weeks as the task now becomes critical

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

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 ignores logical sequencing and resource constraints among tasks
C. It shows tasks that are individually too short
D. It fails to include a project title

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. Novelty, which requires an original idea
B. Brevity, which shortens the wording
C. Relevance, which links it to the field
D. Specificity, which enables clear and focused empirical testing

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. Confirmation bias in the statistical software
C. Sampling bias within each individual study
D. Publication bias, since non-significant results are underreported