Answer 1:- The difference
between cognitive/intelligence tests & aptitude tests are as
follows:-
1. Cognitive
tests-
- These are the most common type of
intelligence tests which is based on IQ ( Intelligent Quotient)
which does not specify the specific knowledge.
- The questions here more generic
& meant to gain an understanding of the ability of a person in
learning.
- These tests are subjects that asked
to answer questions in completing tasks and the results are often
used in education among students which needs to placed in special
services. Sometimes employers used these tests on employees as
well.
2. Aptitude
Tests-
- These tests differ from IQ tests
because that are testing the ability in specific areas. As per the
Psychometric research, there are almost 5000 different tests on the
market which is based on a specific niche.
- Here some tests are based on
specific skill & other on variety. Aptitude looks for strengths
in numbers, verbal analysis & other areas of a person.
- These tests are often times &
used in for more specific purpose as for job placement or college
admission like SAT & ACT for example.
Answer 2:- Following are the
advantages/ disadvantages of work sample tests-
Work sample tests are the research
method that is applied in the field of human resources for decades.
Here its aim is to match the employee with the best job position.
Here this check the employee's behavior & abilities are
consistent with the required features by the specificity of work
where it is also an applied method of psychology
1. Advantages of work sample
tests-
- Here the work sample tests are
caused by confirmed high predictive validity by many researchers as
the tasks which correlate with the job requirements are perceived
by candidates as fair.
- Here as per the researchers, these
tests help in witnessing the capability of job preview.
- The work sample test help in
assessing the positive attitude of the applicants by analyzing the
psychology or physical assessments.
- Here these tests helps in giving
the reliability of results on various assessment center exercises
done to address the check on employee performance.
2. Disadvantages of work
sample test-
- As per the researchers, there is a
certain limitation to this test as it only makes sense in the case
of candidates who already have professional experience.
- Here working out the entire
procedure for tests generates additional costs not only the
financial as alone.
- Here it also consumes more time as
the tasks for each position should be different thus it requires
individual approach & qualified assessment specialists in
specific areas so that they could create proper tasks for each set
of employees.
Answer 3:- Reference
checking & its various ways in which it is conducted is
explained below:-
Reference checking is a part of the
human resource department of an organization as an essential part
in the hiring process. Here the employer contacts an applicant's
previous employers, colleges, schools, & other individuals in
personal reference as such to learn more about the applicant. With
such checks can learn more about the candidate's employment
history, educational background, job qualifications, strengths
& weaknesses as well as behavior
The following are the ways
it is conducted-
- Verifying the candidate's
name is the first way in conducting the reference checks
to sure & verify the name of candidates whether it's true or
fake by reaching out to the earlier employer by verifying the title
& dates of employment.
- Confirming that how they
know the candidate as depending on the requirements as the
list of different types must be presented by the applicant. The
business might require that the applicant gives at least two
personal references in addition. By cross-checking the details the
given helps in verifying.
- Asking what makes the
applicant good fit in is another way by
the reference to check whether or not the applicant will be a good
fit for the position offered. By explaining the scope of the job to
the reference and asking them whether he could thrive in this
position & why all response is listed on reference as well as
the silence of it makes an impact on decision making.
- Gauging our candidate's
strengths & weakness is another way the reference
checks are made as by other sets of questions there must be some
specific sets to ask the strengths & weaknesses of applicant.
Their reference can be asked to tell the two strengths or
weaknesses of the applicant to gauge whether the person suits the
job or no.
- Another way it can be conducted is
by asking the candidate's behavior & attitudes
can help in predicting how they act in the work environment by
digging in more about thier behavior when asked to the employer in
previous for reference.
- Finally, all these conducting
checklists are the different ways in conducting the tests which may
be done through various means of asking questions by proper
framework & by various means of a communication channel as
on-call, in-person meetings, social media interactions & so on
to verify the applicant.
Answer 4:- The basic three
models under the statistical approach is as follows:-
- One of the satistical models used
commonly is mean as the arithmetic
mean to measure the middle sometimes called average. Here
to calculate that the sum of all data values is divided with the
number of them. Here are the most sorted statistical ways in the
sampling test of the population by researchers.
- Predictive models
used in parametric & nonparametric where it makes more
assumptions & more specific about the features of the
population used in this model. Here predictive analytics use this
model as for various statistical techniques as linear regression,
cluster analysis, chi-square test, factor analysis, Matrix
operations & so on.
- Hypothesis-testing is
another model as with their values as 'p' on one side as a
statistical model with standard errors & their confidence
intervals on the other side which are kept distinct. Here this
helps in selecting the simplest summary model that is adequate to
represent the data in the sample collected.