Categories: Business Research

Quantitative Research

&NewLine;<&excl;-- WP QUADS Content Ad Plugin v&period; 2&period;0&period;95 -->&NewLine;<div class&equals;"quads-location quads-ad1" id&equals;"quads-ad1" style&equals;"float&colon;left&semi;margin&colon;0px 0px 0px 0&semi;">&NewLine;&NewLine;<&sol;div>&NewLine;<h3>Introduction<&sol;h3>&NewLine;<p>Quantitative research is quantifying the relationship between the dependant and independent variables&period; This relation ship is expressed through using statistical effects such as correlations&comma; relative frequencies&comma; or differences between the mean&period; Variables can be things like weight&comma; temperature&comma; length&comma; time and treatment&period; Quantitative research studies are objective&comma; deductive &lpar;test the theory&rpar;&comma; generalizable and it uses the data in the form of numbers as compare to qualitative research studies&period;<&sol;p>&NewLine;<p>Quantitative research methods are used in the market&colon;<&sol;p>&NewLine;<blockquote><p>• When we want to know how many and how often<&sol;p>&NewLine;<p>• When we want to outline the behaviors and intentions of the target audience on selected determinants or variables and weather these determinants predict a behavior at statistical level significantly&period;<&sol;p><&sol;blockquote>&NewLine;<p>Quantitative market research generally involves surveying a large group of people &lpar;usually several hundred&rpar; using a closed ended questionnaires&period;<&sol;p>&NewLine;<h3>Advantages<&sol;h3>&NewLine;<p>Quantitative research is an excellent way of finalizing the results and proving and disapproving the hypothesis&period; Its structure has not changed for centuries so it is considered standard across many disciplines&period; The results of the quantative research can be published legitimately by receiving the comprehensive answers through statistical analysis&period; The results obtained from this research are unbiased and real because of the elimination of external factors&period; Quantative experiments are useful for verifying the results obtained from series of qualitative experiments&comma; leading to final answer and tapering down to possible direction for further research&period;<&sol;p>&NewLine;<h3>Disadvantages<&sol;h3>&NewLine;<p>Quantitative experiments can be time consuming and expensive&period; They should be wisely planned to ensure complete randomization and correct designation of the control groups&period; There is strict requirement of statistical confirmation of results which is a big hindrance as all scientists are not good at statistics&period; In some of the experiments while proving the hypothesis there is always some ambiguity which requires another investment of time and resource&period;Quantative studies generate only yes&comma; no response or proven or unproven results&period; For social sciences&comma; education&comma; anthropology and Psychology human nature is much more complex than these simple yes no answers and quantative research is unable to solve it&period;<&sol;p>&NewLine;<h3>Types of Study<&sol;h3>&NewLine;<p>The studies aiming at quantifying the relationship are of two types<&sol;p>&NewLine;<&excl;-- WP QUADS Content Ad Plugin v&period; 2&period;0&period;95 -->&NewLine;<div class&equals;"quads-location quads-ad2" id&equals;"quads-ad2" style&equals;"float&colon;none&semi;margin&colon;0px 0 0px 0&semi;text-align&colon;center&semi;">&NewLine;&NewLine;<&sol;div>&NewLine;&NewLine;<blockquote><p>• Descriptive Study<&sol;p>&NewLine;<p>• Experimental Study<&sol;p><&sol;blockquote>&NewLine;<h3>Descriptive Study<&sol;h3>&NewLine;<p>A descriptive study may be used to&comma; develop theory&comma; identify problems with current practice&comma; justify current practice&comma; make judgments or identify what others in similar situations may be doing&period; The descriptive studies are also called observational studies&period; As in this study the researcher observe the variables without intervening them&period; These studies describe the pattern and occurrence of any phenomena in relation to variables such as person&comma; time and place and are often first step to new topic&comma; event and condition&period; These studies can be divided in to two roles i&period;e&period; the studies which describe and emphasize the feature of new condition of individual and those which describe the state and condition of communities and population&period; Case reports&comma; case-series reports&comma; before-and-after studies&comma; cross-sectional studies and surveillance studies deal with individuals&period; Ecological Studies examine populations&period;<&sol;p>&NewLine;<p>&lbrack;adsense&rsqb;<&sol;p>&NewLine;<p>Descriptive studies can indicate the relation ship between the variables but cannot establish the causality&period; The descriptive studies do not have comparison or control group which means that they do not allow the interference to be drawn about associations&period; However they can suggest the hypothesis which can be tested in analytical observational studies&period;<&sol;p>&NewLine;<p>The types of descriptive studies include&colon;<&sol;p>&NewLine;<h3>Case Reports<&sol;h3>&NewLine;<p>This is the simplest form of descriptive study and it reports the data on the single subject&period; They represent the first clue in identification of any extra ordinary or unusual trend&period; Examples are a study of an outstanding athlete or of a dysfunctional institution&period;<&sol;p>&NewLine;<h3>Case Series<&sol;h3>&NewLine;<p>A descriptive study on few cases is called case series&period; It is a report on series of individuals with an outcome of the interest&period; Another way of defining a case series is that the case series are collection of individual case reports which may occur within a short period of time and these are aggregated in to one publication&period; No control groups are involved in it&period; An advantage of case series over case report is that a case series can help formulate a new and useful hypothesis rather than merely documenting an interesting medical oddity&period; However&comma; its disadvantage is that it cannot be used to test for the presence of a valid statistical association&period;<&sol;p>&NewLine;<h3>Cross sectional study<&sol;h3>&NewLine;<p>In this study variables in a sample of subjects are examined once and then relationships between them are determined&period; The cross-sectional survey is sometimes referred to as a prevalence study and it can survey or assess the health status of a population &&num;8211&semi; e&period;g&period; Health Survey of England&period;<&sol;p>&NewLine;<h3>Prospective Study<&sol;h3>&NewLine;<p>In prospective or cohort studies&comma; some variables are examined at the start of a study &lpar;e&period;g&period;&comma; dietary habits&rpar;&comma; then after a period of time the outcomes are determined &lpar;e&period;g&period;&comma; incidence of heart disease&rpar;&period; This study is also called longitudinal study&period;<&sol;p>&NewLine;<h3>Case control Study<&sol;h3>&NewLine;<p>Case-control studies compare cases &lpar;subjects with a particular attribute&comma; such as an injury or ability&rpar; with controls &lpar;subjects without the attribute&rpar;&semi; comparison is made of the exposure to something&period; For example volume of high intensity training&comma; or number of alcoholic drinks consumed per day&period; Case-control studies are also called retrospective&comma; because they focus on conditions in the past that might have caused subjects to become cases rather than controls&period;<&sol;p>&NewLine;<h3>Ecological Studies<&sol;h3>&NewLine;<p>Ecological co relational studies look for associations between exposures and outcomes in populations rather than in individuals&period; They use data that has already been collected&period; The measure of association between exposure and outcome is the correlation coefficient r&period; This is a measure of how linear the relationship is between the exposure and outcome variables&period;<&sol;p>&NewLine;<h3>Experimental Studies<&sol;h3>&NewLine;<p>In this study measurements are taken&comma; interventions are done based on these measurements and then again measurements are done to see what happened&period; The experimental studies are also known as repeated measure studies or intervening studies&period; In this the researchers decide which treatment the participants must get and participants are assigned to treatment group in random manner&period; This randomization will create comparative groups&period; These comparative groups will be then analyzed with the help of control group&period; The experimental studies are designed in a way to generate the data about the causality through comparative and control group&period; In simplest experiment one or more measurements are taken on all subjects before and after the treatment&period; Whereas in Single-subject design a special case &comma; the&comma; measurements are taken repeatedly &lpar;e&period;g&period; 10 times&rpar; before and after the intervention on one or few subjects&period;<&sol;p>&NewLine;<p>Experimental designs are set up to allow the greatest amount of control possible so that causality may be examined closely&period; The three important elements of the Experimental design are Manipulation&comma; Control and Randomization&period; Hence the quantitative research is good method of research for generating the objective results&comma; testing the theory and hypothesis and plays and important role in narrowing down the research work&period;<&sol;p>&NewLine;<h3>References<&sol;h3>&NewLine;<p>• Fraenkel&comma; J&period;R &amp&semi; Wallen&comma;N&period;E&period;&lpar;1993&rpar;&period; How to Design and Evaluate Research &lpar;2nded&period;&rpar;&period; New York&colon; McGraw-Hill INC&NewLine;<&excl;-- WP QUADS Content Ad Plugin v&period; 2&period;0&period;95 -->&NewLine;<div class&equals;"quads-location quads-ad3" id&equals;"quads-ad3" style&equals;"float&colon;none&semi;margin&colon;0px&semi;">&NewLine;&NewLine;<&sol;div>&NewLine;&NewLine;

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