An Observational Study of Weight Loss Bloomington: Client Demographics…

An Observational Study of Weight Loss Bloomington: Client Demographics, Program Adherence, and Reported Outcomes

Abstract

This observational study aimed to describe the client demographics, program adherence, and reported outcomes of participants in the Weight Loss Bloomington (WLB) program. Data were collected through a review of anonymized client records, including age, sex, initial weight, program duration, attendance, and self-reported weight loss. Descriptive statistics were used to summarize the data. The study provides insights into the characteristics of individuals seeking weight loss at WLB and offers a preliminary understanding of the program's effectiveness as reported by clients. Further research is warranted to assess the long-term impact of the program and to compare its effectiveness with other weight loss interventions.

Introduction

Obesity is a significant public health concern, associated with increased risk of various chronic diseases. Effective weight loss programs are crucial for addressing this issue. Weight Loss Bloomington (WLB) is a local weight loss program offering a combination of dietary guidance, exercise recommendations, and behavioral support. This observational study aimed to examine the characteristics of individuals participating in the program and to assess their reported experiences. This study is observational; therefore, it does not establish cause-and-effect relationships. Instead, it provides a snapshot of the WLB client population and their reported outcomes.

Methods

Study Design: This study employed a retrospective, observational design. Data were collected from anonymized client records provided by WLB.

Participants: The study included all clients whose records were available and who had completed at least one month of the WLB program between January 1, 2022, and December 31, 2022. Exclusion criteria included incomplete records and enrollment for less than one month.

Data Collection: Data were extracted from client records, including:

Demographics: Age, sex, initial weight (in pounds), and Body Mass Index (BMI) calculated from initial weight and self-reported height.
Program Participation: Program duration (in months), attendance rate (percentage of scheduled sessions attended), and type of program enrolled in (e.g., group sessions, individual coaching).
Outcomes: Self-reported weight loss (in pounds) at the end of the program or at the time of record closure.

Data Analysis: Descriptive statistics, including means, standard deviations, medians, and ranges, were used to summarize continuous variables. Frequencies and percentages were used to describe categorical variables. Data analysis was performed using [Specify the software used, e.g., Microsoft Excel].

Ethical Considerations: This study was conducted with the approval of [Specify the relevant institutional review board or ethics committee, if applicable]. All client data were anonymized to protect confidentiality. No identifying information was used.

Results

A total of [Insert Number] client records met the inclusion criteria. The demographic characteristics of the participants are summarized below:

Age: The mean age of participants was [Insert Mean Age] years (SD = [Insert Standard Deviation]). The range was [Insert Range].
Sex: [Insert Percentage] percent of participants were female, and [Insert Percentage] percent were male.
Initial Weight: The mean initial weight was [Insert Mean Weight] pounds (SD = [Insert Standard Deviation]). The range was [Insert Range]. The mean BMI was [Insert Mean BMI] (SD = [Insert Standard Deviation]).
Program Duration: The mean program duration was [Insert Mean Duration] months (SD = [Insert Standard Deviation]). The range was [Insert Range].
Attendance Rate: The mean attendance rate was [Insert Mean Attendance Rate] percent (SD = [Insert Standard Deviation]). The range was [Insert Range].
Program Type: [Insert Percentage] percent of participants enrolled in group sessions, and [Insert Percentage] percent enrolled in individual coaching.

Reported Outcomes:

Weight Loss: The mean reported weight loss was [Insert Mean Weight Loss] pounds (SD = [Insert Standard Deviation]). The range was [Insert Range].

[Include a table summarizing the key findings, e.g., demographics, program participation, and outcomes.]

Discussion

This observational study provides a preliminary overview of the clients and reported outcomes of the Weight Loss Bloomington program. The study reveals that the program attracts a diverse group of individuals, as indicated by the range of ages and initial weights. The reported weight loss, while self-reported and not verified, suggests that the program may be associated with positive outcomes for some participants.

The observed attendance rates are noteworthy, as adherence to the program is crucial for achieving desired results. Further investigation could explore the factors influencing attendance rates, such as program structure, client motivation, and support systems.

Limitations

This study has several limitations. First, the data are based on self-reported information, which may be subject to recall bias and social desirability bias. Second, the study lacks a control group, making it impossible to determine whether the observed weight loss is directly attributable to the WLB program. Third, the study does not assess long-term weight maintenance. Fourth, the study is limited to the data available in client records, which may not capture all relevant information. Fifth, this is a single-site study, limiting the generalizability of the findings.

Conclusion

This observational study provides a preliminary description of the Weight Loss Bloomington program and its clients. If you want to learn more information in regards to weight loss bloom (https://Www.freelistingusa.com/listings/bloomington-weight-loss-1) review our own web site. The findings suggest that the program serves a diverse population and that participants report weight loss. Further research is needed to assess the program's effectiveness more rigorously, including a controlled study design, objective measures of weight loss, and assessment of long-term outcomes. Future studies should also explore the factors that contribute to program adherence and success.