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It is important for a researcher to make a
decision regarding the level of
measurement he/she will adopt because
this will influence the techniques for dataanalysis.
A researcher formulates a scale for every
variable of a study.
Among the four levels of measurement, the
interval scale requires the most creativity on
the part of the researcher in defining the
range by which a given variable is scored.
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First Rule:
make sure that the items formulated are
related to the variable being studied.Second Rule:
principle of unidimensionality.
In scoring items in a scale, remember to assignequal units from one point of the continuum toanother.
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This is made up of a set of
categories that are organized
according to scale positions on acontinuum.
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This requires the rater to compare
an element with a group with
known characteristics.
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A multiple- item scale consists of a series of items inorder to depict a particular attribute. The rater (or
judge) expresses agreement with each of theseitems to which specific scores are assigned. A
composite score for all items can be obtained,showing the overall profile of the element beingevaluated.
Three techniques will be discussed here as
examples of this type of scale. Differential scale
Summated scale
Semantic differential scale
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This type of scale consists of bothfavorable and unfavorable items concerning
a person, event, concept, or object to whicha rater is asked to react. The rater marks onlythe items with which he/she agrees. A score isobtained by computing the mean of thescale value of the items to which the raterresponds. The score indicates the ratersposition of favorable or unfavorable attitude,with a continuum of 1 to 11 points.
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1. Items that depict an attitude or an attributerelevant to a particular issue formulated. The itemsshould be formulated so that they are distributedover various points on the dimension underlying theattitude or attribute.
2. Next, a panel of judges is asked to rate thestatements on a scale from 1 to 11, where 6 serves asthe neutral position.
3. The scale value of an item is assigned by obtainingthe mean of the position to which it is assessed by a
group of judges. Only the statements where there ismost consistency in rating among the judges areconsidered in the scale.
4. Final selection is made by taking items that arespread out evenly along the scale from one point ofthe continuum to the other.
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This is sometimes called the Likert
Scale, after the person whoconceptualized it. This is a very popularscale because it is relatively easy toformulate, compared with the ThurstonScale.
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1. Items are assembled according to the attitudeinvestigated- that is, whether favorable orunfavorable.
2. These items are administered to a group that is
representative of those to whom the scale will beadministered.
3. Participants are made to indicate eitheragreement or disagreement to all the items.
4. The total score is obtained by adding item scores.
The mean may also be used to determine the profileof the one evaluated. 5. The items that are finally selected are those that
show a difference between the high scorers and thelow scorers in the pretest.
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This is actually the easiest to formulate
among the three. It is like a summatedscale since every respondent is expected
to answer all items.
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1. The selection of the concepts to berated.
2. The selection of the appropriateadjective pairs to depict the concept orconcepts.
3. Scores can be analyzed fordifferences between concepts, betweenscales, and the overall components ofthe scale.
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Secondary techniques of data
collection include methods of gatheringinformation obtained by other entities.
There are many such resources ofinformation. These includes;
STATISTICAL RECORDS
PERSONAL RECORDS
NARRATIVE DOCUMENTS
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First, they are economical as the materials
have already been collected by others.
Second, the materials can be retrievedanytime at the convenience of the
researcher, for as long as the gatekeepers
of the information will give the researcher
access to the information. Third, secondary techniques do not result in
or lead to reactivity on the part of the units
of analysis.
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A basic responsibility of the researcherin dealing with secondary sources ofinformation is to establish rapport with the
gatekeepers of the information.
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One of the secondary sources ofinformation in census data. These are
often collected, regularly by institutionsand have the advantage of enablingthe conduct of trend studies.
Statistical and census data are usefulin responding to quantitative researchproblems and do not require much coston the part of the researcher.
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Personal records serve as a source of
raw data about the profile of people. Theyare compiled regularly about each personand can be aggregated by a researcher
to serve a particular research purpose.
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Narrative documents include thosethat are regularly prepared by agencies or
specific individuals within an institution,including development plans and annual
reports.
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Scaling Techniques & Secondary Techniques
PROJECT IN RESEARCHMary Michealle Alvarez
Wybeet Campugan
Clexandrea Corpuz
II- MENDEL