Performance Of Waist Circumference V/s Body Mass Index In Predicting Risk Of Obesity And Hypertension In Indians

Advantages of the Study

Shobha, R., Prajakta, P.W. (2013) Performance of Waist Circumference Relative to BMI in Predicting Risk of Obesity and Hypertension among Affluent Indian Adults. Biometry and Nutrition Unit, Agharkar Research Institute, Pune, India. Vol.5, No.8A3, 16-22 (2013) Health https://dx.doi.org/10.4236/health.2013.58A3003 

Save Time On Research and Writing
Hire a Pro to Write You a 100% Plagiarism-Free Paper.
Get My Paper

Body Mass Index as a measure of adiposity is more reliable in determining and predicting the risk of obesity and hypertension as compared to Waist Circumference (WC) and Waist Hip to Ratio (WHR). 

Waist Circumference (WC) and Waist Hip to Ratio as measures of adiposity are more reliable determiners in predicting the risk of obesity and hypertension particularly among Indians and other Asian natives than Body Mass Index (BMI). 

The researchers presented sufficient statistical evidence presented before that BMI does not reflect the mass of abdominal fat in all populations. Their study is justified also because there is evidence that at a certain common BMI, Indians among other Asian natives have greater amounts of abdominal fat including a larger visceral fat area than Europeans. This population is thus at higher risk of developing metabolic disorders among other cardiovascular diseases like Diabetes type 2 and/or hypertension as compared to other white Caucasian populations. Their study is justified as they sought find a more accurate and tailor-made approach to determine the risk of obesity and hypertension in this population. Among the variables that needed to be tested thus included Body Mass Index (BMI), Waist Circumference (WC) and Waist Hip Ratio (WHR). Another justification is that any predictive power of a given anthropometric index depends on the population under study and usually varies among races. This is why the researchers sought to establish cut-off points for measuring abdominal obesity using any alternative potential suitable method. 

The use of the cross sectional study design choice was appropriate, cheap and less time-consuming making it possible to obtain and analyse data very fast.

Save Time On Research and Writing
Hire a Pro to Write You a 100% Plagiarism-Free Paper.
Get My Paper

The study design used captured several and/or multiple variables at the same time (DBP, SBP, WC, WHR, and BMI) and this makes comparison easier in research methods. Even further, research outcomes obtained were suitable in achieving the study purpose. 

The study did not consider potential change in the variables among participants with time as it should have included the observation of changes in these variables over a period of time to make more informed conclusions.

The study used an opportunistic sampling procedure for participants particularly members of the Rotary Club who attended health camps and this might have biased the data obtained in the study. 

Disadvantages of the Study

A need for gender equality in choosing participants

Seeking for informed consent from the participants

Confidentiality on personal information of all the participants including socio-economic information, blood pressure, among other measurements. 

The authors took appropriate measures in addressing crucial ethics issues in this study. In regard to the need for consent before taking part in any given study, it is indicated that all the participants gave their consent voluntarily. This was an informed consent because the researchers provided full information on their intended study during the health camps at the Agharkar Research Institute. Gender equality is also an important ethics issue to consider in research studies(Szklo & Nieto 2007).  The researchers ensured gender balance in choosing participants despite the fact that the number of men was only more than that of women by 1. Another concern was a need for regulated research studies in regard to protocol. It is indicated that the researchers presented their study protocol to the institutional Re- search Advisory Committee at Agharkar Research Institute which approved it and therefore rendering legit and ethical and appropriate. However, the researchers did not indicate if they kept confidential, personal information on socio-economic and anthropometric for the participants in the study. 

The participants in the study included 419 members of different Rotary Clubs within Pune city-Maharashtra, India. These included 210 men and 209 women with their ages ranging between 30 and 60 years old. The researchers organized health camps within the Agharkar Research Institute located in Pune City on weekends during which they informed the potential participants on the proposed assessment. Each participant who agreed to voluntarily take part in the study gave their written consent to the researchers after which they were considered legible. 

The researchers used opportunity sampling as the main sampling method in their study. They included participants who could avail themselves at the health camps within the Agharkar Research Institute and particularly those who were willing to take part in the study. The approach is only advantageous as it is quick and easy in regard to choosing participants (Szklo & Nieto 2007). However, its disadvantage is that it might at times not give a sample that is representative of the whole population. Further, opportunity sampling can even be biased. 

Yes, I think the study design; in particular the cross sectional study was particularly suitable to achieve the purpose of the study. A cross sectional study was suitable first because first, it was used to either prove and/or disapprove general assumptions that WC can better predict the risk of cardiovascular diseases as compared to BMI in Asians. Cross sectional studies are also usually cheap and less time-consuming but still capture several and/or multiple variables at the same time. For instance, it is clear that this single study assessed multiple variables at a go including DBP, SBP, WC, WHR, BMI, and AUC among others.  The outcomes obtained were very suitable in achieving the study purpose effectively and efficiently due to the use of the cross sectional design

Study Participants

A longitudinal study design could have been used in this particular research. In this regard, the researchers could obtain information from the selected sample on WC, WHR, and BMI for use in the final analysis. The data on the measurable variable above should be taken continuously a longer period of time and not just once as done in this research. The period of longitudinal observation should thus be for instance one year, in order to also detect cause and effect in regard to variations among men and women in DBP, SBP, WC, WHR and BMI.  This longitudinal study will thus go beyond  just the single moment as done in the cross sectional design to establish crucial events and/or sequences in regard to adiposity and the risk of cardiovascular diseases in India and Asians by extension. 

Among men, it is evident that the correlation of waist circumference (WC) with systolic blood pressure (SBP) increased particularly from the lower to higher tertile and this correlation was significant. Even so, it was a lower significance as compared to the correlation coefficient for WC with SBP (0.232) among women. The relationship between the WC with SBP among men can thus be said to be not as strong as that among women.

Among women, the correlation of WHR with DBP increased particularly from the lower to higher tertile and this correlation was significant (P<0.01). Even so, it was a higher significance as compared to the correlation coefficient for WHR with DBP among men.  The relationship between the WHR with DBP among women can thus be said to be stronger as that among men. 

Type 1 statistical error: The waist circumference is not a sensitive and reliable predictor of the risk of hypertension. In essence, type 1 error is rejecting the null hypothesis falsely while it is true.

Type 2 Statistical error: This could be failing to reject the null hypothesis that waist circumference is a sensitive and reliable predictor of the risks of hypertension, when it is true that the waist circumference is not a sensitive and reliable predictor of the risk of hypertension.  

The lower tertile of MBI, WC and WHR measures was used as the reference category in the computation of the hypertension odds ratios. The authors have indicated that this is the case in the interpretation part of the table under results. 

The operational definition of hypertension was that it referred to the blood pressure equal and/or above 140/90 mmHg. By extension, individuals were considered hypertensive if they were on anti-hypertensive medication. According to the authors, the Systolic and diastolic blood pressure were obtained when study participants were sitting. The OMRON Blood Pressure monitor used was put on the left arm after each participant had rested for 10 minutes. The researchers used an adult- sized cuff to help obtain accurate blood pressure measures. For each particular blood pressure variable (DBP or SBP), the researcher’s recorded two readings but the second reading was the one they used for the final analysis. 

Study Design Suitable for the Purpose

Normal weighing individuals were those whose BMI was not overweight (23.0 Kg/M2) and/or obese (25.0 Kg/M2). From the Table 1, the number of men in count who were normal weight is calculated as below;

Number of Men under study N= 210

Percentage of overweight men 23.0 Kg/M2 =22.9%

Number of overweight men of BMI of 23.0 Kg/M

=48.09

=49 overweight men

Number of obese men=57.1

=119.91

= 120 obese men.

Number of normal weight men=N-(No. of obese men + No. of overweight men)

=210-169

=41 Normal weighing men. 

Overweight individuals are those whose BMI ranged falls above 25.0 Kg/M2 

From the Table 1, the number of Females in count who was normal weight is calculated as below;

Number of Females under study N= 209

Percentage of overweight females =65.1%

Number of overweight females i.e. BMI of above 25.0 Kg/M2  

=136.059

=137

Therefore 137 Females out of the total of 209 under study measured over weight. 

 

Hypertension Prevalence among men

% Prevalent

% Not Prevalent

TOTAL

BMI

High & low tertile

Exposed

49

71

120

Not exposed

12

29

41

TOTAL

61

100

Upper tertile (obese men) total=120.

Lower tertile (normal weighing) no of men 41

Total men lower and upper=161

OR= (ad)/ (bc)

= (49×29)/(71×12)

OR=1.67

This odds ration indicates that there is a strong relationship between BMI and the prevalence of hypertension in the Asian population. 

The statement “the correlation coefficient of BMI with WC was much higher than with WHR in both men and women” as stated by the authors imply that it is more reliable to define abdominal obesity using WC other than using WHR. This is because when the two variables were compared statistically, it was evident that WC was closely associated with general adiposity than WHR, particularly when it was defined based on a BMI measure among adult Indians in Pune, India. Statistically, the authors established that CW correlates more closely with BMI (coefficient of 0.852 in men and 0.825 in women) as compared to the correlation of WHR with BMI (coefficient 0.331 in men and 0.251 in women. In this regard, it is more reliable to measure adiposity and its risks to cardiovascular diseases using WC as the determinant as compared to using WHR. 

 In table 3 ‘p<0.01’ indicate statistical significance of a correlation between two variables. For instance it has been used to denote the statistical significance of the correlation of WC with SBP in women. 

The high odds ratio (8.24) shows that there is a high risk of developing and/or prevalence of hypertension for individuals with high BMI, WHR and WC. On the other hand, the low odds ratio (0.81) shows that there is there a lower risk of developing and/or prevalence of hypertension for individuals with high BMI, WHR and WC. The 95% confidence interval (CI)  for OR (8.24(2.67-25.43) which is larger than OR(0.81(0.39-1.68) shows that the later OR is more precise that the earlier. In regard to significance, the OR (8.24(2.67-25.43) which shows a stronger relationship between exposure and outcome, is statistically significant (p<0.01) as compared to that of the OR (0.81(0.39-1.68) which is not statistically significant (p<0.07 

Relation of Waist Circumference and Body Mass Index with Blood Pressure

The main and first finding that the researchers made was that WC, BMI and WHR and BP are among the predictors of hypertension.  Even so, the extent to which one of these factors predicted the risk of hypertension varied with each variable.  Secondly, they established that in comparison, women have a higher abdominal obesity (35.9%) than men (32.4%).  In regard to the, age adjusted mean systolic Blood Pressure, women had (124.3 ± 15.1 mmHg) while men had (114.7 ± 17.2 mmHg). On the other hand, the mean diastolic Blood Pressure for women was 82.9 ± 10.5 mmHg while that of men was 76.4 ± 10.7 mmHg. Another finding was that hypertension prevalence was higher in men (34.3%) than in women (21.5%). The researchers also found out that despite the fact that  WC and WHR measures increased in proportion with BMI increase, the Pearson’s correlation co- efficient of particularly BMI with Waist Circumference was more significant (p < 0.01) and higher in comparison with WHR among women and men. As a result, the researchers found out that WC can be a better technique in the assessment of adiposity and the risk of cardiovascular diseases. The researchers also used the odds ratio to show the variation in the relationship between WC or WHR and hypertension. They established that in men within the highest tertile of WC, the odds ratio (OR (95% confident interval) = 2.19 (1.08 – 4.45)] particularly for hypertension turned out significant i.e. p < 0.05. Odds ratio in men was also significant (p < 0.01) in the middle WC tertile. For women, the odds ratio of [8.24 (2.67 – 25.43) was obtained in the higher tertile while 5.71 (1.82 – 17.89) was obtained for the middle tertile. In regard to the optimal cutoff point for obesity and/or hypertension identification showed a significant area under the curve curve (p<0.01) and also sensitivity for Waist Circumference than the Waist to Hip Ratio (WHR) for both sexes. The researchers established further that the cutoffs that determine the risk of hypertension among other cardiovascular conditions were way lower as those suggested by the WHO especially among men. The cutoffs however compared to other related reports in Asian studies. The researchers concluded that WC could perform better as compared to both WHR and BMI in assessing hypertension and that it can thus be utilized in epidemiological studies as a convenient inexpensive and simple screening tool. I think the results are valid and I trust them because it used standard measurements and the research was overseen by the institutional committee. 

References

Shobha, R., Prajakta, P.W. (2013) Performance of Waist Circumference Relative to BMI in Predicting Risk of Obesity and Hypertension among Affluent Indian Adults. Biometry and Nutrition Unit, Agharkar Research Institute, Pune, India. Vol.5, No.8A3, 16-22 (2013) Health https://dx.doi.org/10.4236/health.2013.58A3003

Centre for Statistics in Medicine BMJ Statistics Notes. (Undated) Retrieved June 15, 2010. URL:https://www.csm-oxford.org.uk/index.aspx?o=1292.

Greeenfield B, Henry M, Weiss M, Tse SM, Guile JM, Dougherty G, Zhang X, Fombonne E, Lis E, Lapalme-Remis, Harnden B. (2008)Previously suicidal adolescents: Predictors of six-month outcome. Journal of the Canadian Association of Child and Adolescent Psychiatry. 17(4):197–201.[PMC free article] [PubMed]

Szklo M, Nieto FJ. (2007) Epidemiology: Beyond the basics. 2nd edition. Sudbury, MA: Jones and Bartlett Publishers.

What Will You Get?

We provide professional writing services to help you score straight A’s by submitting custom written assignments that mirror your guidelines.

Premium Quality

Get result-oriented writing and never worry about grades anymore. We follow the highest quality standards to make sure that you get perfect assignments.

Experienced Writers

Our writers have experience in dealing with papers of every educational level. You can surely rely on the expertise of our qualified professionals.

On-Time Delivery

Your deadline is our threshold for success and we take it very seriously. We make sure you receive your papers before your predefined time.

24/7 Customer Support

Someone from our customer support team is always here to respond to your questions. So, hit us up if you have got any ambiguity or concern.

Complete Confidentiality

Sit back and relax while we help you out with writing your papers. We have an ultimate policy for keeping your personal and order-related details a secret.

Authentic Sources

We assure you that your document will be thoroughly checked for plagiarism and grammatical errors as we use highly authentic and licit sources.

Moneyback Guarantee

Still reluctant about placing an order? Our 100% Moneyback Guarantee backs you up on rare occasions where you aren’t satisfied with the writing.

Order Tracking

You don’t have to wait for an update for hours; you can track the progress of your order any time you want. We share the status after each step.

image

Areas of Expertise

Although you can leverage our expertise for any writing task, we have a knack for creating flawless papers for the following document types.

Areas of Expertise

Although you can leverage our expertise for any writing task, we have a knack for creating flawless papers for the following document types.

image

Trusted Partner of 9650+ Students for Writing

From brainstorming your paper's outline to perfecting its grammar, we perform every step carefully to make your paper worthy of A grade.

Preferred Writer

Hire your preferred writer anytime. Simply specify if you want your preferred expert to write your paper and we’ll make that happen.

Grammar Check Report

Get an elaborate and authentic grammar check report with your work to have the grammar goodness sealed in your document.

One Page Summary

You can purchase this feature if you want our writers to sum up your paper in the form of a concise and well-articulated summary.

Plagiarism Report

You don’t have to worry about plagiarism anymore. Get a plagiarism report to certify the uniqueness of your work.

Free Features $66FREE

  • Most Qualified Writer $10FREE
  • Plagiarism Scan Report $10FREE
  • Unlimited Revisions $08FREE
  • Paper Formatting $05FREE
  • Cover Page $05FREE
  • Referencing & Bibliography $10FREE
  • Dedicated User Area $08FREE
  • 24/7 Order Tracking $05FREE
  • Periodic Email Alerts $05FREE
image

Services offered

Join us for the best experience while seeking writing assistance in your college life. A good grade is all you need to boost up your academic excellence and we are all about it.

  • On-time Delivery
  • 24/7 Order Tracking
  • Access to Authentic Sources
Academic Writing

We create perfect papers according to the guidelines.

Professional Editing

We seamlessly edit out errors from your papers.

Thorough Proofreading

We thoroughly read your final draft to identify errors.

image

Delegate Your Challenging Writing Tasks to Experienced Professionals

Work with ultimate peace of mind because we ensure that your academic work is our responsibility and your grades are a top concern for us!

Check Out Our Sample Work

Dedication. Quality. Commitment. Punctuality

Categories
All samples
Essay (any type)
Essay (any type)
The Value of a Nursing Degree
Undergrad. (yrs 3-4)
Nursing
2
View this sample

It May Not Be Much, but It’s Honest Work!

Here is what we have achieved so far. These numbers are evidence that we go the extra mile to make your college journey successful.

0+

Happy Clients

0+

Words Written This Week

0+

Ongoing Orders

0%

Customer Satisfaction Rate
image

Process as Fine as Brewed Coffee

We have the most intuitive and minimalistic process so that you can easily place an order. Just follow a few steps to unlock success.

See How We Helped 9000+ Students Achieve Success

image

We Analyze Your Problem and Offer Customized Writing

We understand your guidelines first before delivering any writing service. You can discuss your writing needs and we will have them evaluated by our dedicated team.

  • Clear elicitation of your requirements.
  • Customized writing as per your needs.

We Mirror Your Guidelines to Deliver Quality Services

We write your papers in a standardized way. We complete your work in such a way that it turns out to be a perfect description of your guidelines.

  • Proactive analysis of your writing.
  • Active communication to understand requirements.
image
image

We Handle Your Writing Tasks to Ensure Excellent Grades

We promise you excellent grades and academic excellence that you always longed for. Our writers stay in touch with you via email.

  • Thorough research and analysis for every order.
  • Deliverance of reliable writing service to improve your grades.
Place an Order Start Chat Now
image

Order your essay today and save 30% with the discount code ESSAYHELP