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Related Concept Videos

Run Charts01:12

Run Charts

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Run charts serve as an essential instrument for visualizing the performance of various processes over time, enabling the identification of trends and patterns crucial for quality improvement. These charts map out a series of data points chronologically, offering insights into the stability and efficiency of a process. A run chart's creation involves plotting data points on a graph, with the time intervals on the horizontal axis and the specific measurements on the vertical axis. For...
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The R Chart01:02

The R Chart

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In statistical process control, control charts, particularly R charts, are instrumental in monitoring process variations and identifying non-random patterns that run charts might miss. R charts track the variability within process subgroups, which is crucial when standard deviation use is impractical or unknown process variations exist.
R charts are pivotal for pinpointing shifts in process variability. Stability is indicated when all data points remain within the defined upper and lower...
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Pareto Chart00:52

Pareto Chart

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A Pareto chart is a bar graph or a combination of both line and bar graphs. The bar lengths represent the individual values or the frequency, while the lines represent the cumulative total values. In this chart, the longest bars are arranged on the left and the shortest bars on the right, which makes it easier to read and interpret the data. It can also be called a Pareto diagram or Pareto analysis.
The Pareto chart is named after the Italian economist Vilfredo Pareto, who described the Pareto...
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Interpreting R Charts01:22

Interpreting R Charts

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R chart, or range chart, is a fundamental tool in statistical process control used to monitor the variability within a process. It complements the X-bar (x̄) chart by focusing on the range of the data, rather than individual values, providing a clear picture of the process dispersion over time.
An R chart plots the range of subsets of measurements collected from a process. Each point on the chart represents the range—defined as the difference between the maximum and minimum...
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Review and Preview01:10

Review and Preview

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In statistics, several tools are used to interpret the data. Measures of central tendency represent the characteristics of the data, such as mean, median, and mode. Additionally, measures of variance like standard deviation and range are used to find the spread of data from the mean. Relative standing measures the distance between data locations. Commonly used measures of relative standings are percentile, z score, and quartiles.
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Review and Preview01:13

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Data are individual items of information obtained from a population or sample. Data may be classified as qualitative (categorical), quantitative continuous, or quantitative discrete. Because it is not practical to measure the entire population in a study, researchers use samples to represent the population. A random sample is a representative group from the population chosen by using a method that gives each individual in the population an equal chance of being included in the sample. Random...
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Related Experiment Video

Updated: Feb 11, 2026

An Injectable and Drug-loaded Supramolecular Hydrogel for Local Catheter Injection into the Pig Heart
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Injectables and Facelifts: Can We Coexist? A Retrospective Chart Review Assessing Injectable Treatments Preceding and

Bridget Myers1, Maya Firsowicz2, Payvand Kamrani2

  • 1Department of Dermatology, UC Davis, Sacramento, California, USA.

Journal of Cosmetic Dermatology
|February 10, 2026
PubMed
Summary

Facelift surgery combined with minimally invasive procedures like injectables showed no increased surgical risks in a small study. Further research is needed to confirm safety and best practices for combining treatments.

Keywords:
biostimulatorscomplicationsenergy‐based devicesfaceliftfillerinjectablesrhytidectomy

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Area of Science:

  • Plastic Surgery
  • Dermatology
  • Aesthetic Medicine

Background:

  • Facelift surgery is a key facial rejuvenation procedure but doesn't address all aging signs like volume loss.
  • Minimally invasive treatments (injectables, energy devices) are common alongside facelifts, but their impact on surgical results is unclear.

Purpose of the Study:

  • To describe the use of minimally invasive procedures in patients undergoing facelift surgery.
  • To identify areas for future research on the influence of these procedures on surgical outcomes.

Main Methods:

  • Retrospective analysis of 20 facelift patients with prior or post-operative neurotoxin, filler, biostimulator, or energy-based device treatments.
  • Data collected included demographics, treatment history, surgical details, and patient satisfaction.
  • Descriptive and exploratory analyses due to small sample size.

Main Results:

  • All patients used neurotoxin before surgery; 90% had hyaluronic acid filler.
  • Post-surgery, all resumed neurotoxin, and 60% received filler within a year.
  • No significant complications linked to prior injectables; high patient satisfaction with facelift outcomes.

Conclusions:

  • In this small cohort, pre-existing injectable or energy device use did not elevate surgical complication risks.
  • The limited sample size prevents definitive conclusions on safety and risk.
  • Larger prospective studies are necessary to confirm findings and establish best practices for combined treatments.