Clinical Practice

Evidence-based clinical approaches to myopia management

Myopia management goes far beyond prescribing glasses. Effective clinical practice requires accurate measurement, reliable progression analysis, risk assessment, and individualized treatment decisions. MiyoLab automates every step of this process based on international consensus guidelines (IMI 2019, IMI 2021).
01

Spherical Equivalent Refraction (SER)

SER is the international standard formula that combines sphere and cylinder into a single number to express myopia severity:

SER = Sphere + (Cylinder / 2)

The IMI (International Myopia Institute) 2019 white paper recommends SER as the standard for all myopia research. This enables direct comparison across studies, treatment efficacies, and populations.

In MiyoLab, every sphere and cylinder value entered is automatically converted to SER. All progression calculations, BHVI projections, and treatment efficacy analyses are based on this value.

IMI 2019 myopia classification:

  • No myopia: SER > −0.50 D (pre-myopia additionally requires a validated onset-risk model)
  • Mild myopia: −0.50 D ≥ SER > −3.00 D
  • Moderate myopia: −3.00 D ≥ SER > −6.00 D
  • High myopia: SER ≤ −6.00 D
Flitcroft et al. 2019 (IMI Defining and Classifying Myopia); Wolffsohn et al. 2019 (IMI Overview)
02

Cycloplegic Refraction

Measurements taken while accommodation (the focusing reflex) is active in children may overestimate myopia. The gold standard is autorefraction performed after temporarily paralyzing accommodation with a cycloplegic agent (typically cyclopentolate 1%).

Non-cycloplegic (manifest) autorefraction can overstate true myopia by an average of 0.25–0.75 D, especially in the 6-10 age group (Funarunart et al. 2009, Younan et al. 2003). This "pseudomyopia" component can misdirect treatment decisions.

MiyoLab asks you to record the measurement method (cycloplegic / non-cycloplegic / subjective) on entry. Because the individual difference varies, no universal fixed offset is applied to non-cycloplegic measurements. Clinical progression analysis uses a comparable cycloplegic series, and decision support warns when methods are inconsistent.

The IMI 2021 Clinical Management Guidelines strongly recommend cycloplegic refraction for myopia diagnosis and monitoring in children.

Funarunart et al. 2009; Younan et al. 2003; Wesemann & Dick 2007; IMI 2021 Clinical Management Guidelines
03

Progression Analysis and Modeling

The foundation of myopia management is accurately measuring the rate of progression. MiyoLab calculates annual progression rate (D/year) from each patient's SER measurements across multiple time points using ordinary least squares (OLS) linear regression.

Calculated metrics are the annual cycloplegic SER slope (D/year), R², standard error, and data quality. Clinical classification requires at least three comparable measurements per eye spanning one year; a low-confidence slope generates no automatic action.

The absolute cycloplegic rate is summarized descriptively. An age-reference ratio alone is not a threshold for starting or changing treatment.

Implausible progression rates (e.g., > −2.0 D/year or large positive shifts) are automatically flagged as implausible and data entry review is recommended.

BHVI (Brien Holden Vision Institute) Model

Donovan et al. (2012) age-group rates provide an exploratory reference line. When an adequate cycloplegic series exists, its measured tempo is blended with that reference; no ethnicity or lifestyle coefficient is applied.

This line is not an externally validated individual prognosis. Exact age-18 values, individual confidence bands, and high-myopia probabilities are not shown in clinical summaries. Treatment lines show only direct RCT absolute SER group differences within their study horizons.

Donovan et al. 2012 (meta-analysis); Sankaridurg et al. 2015, 2017; IMI 2021; Yang et al. 2021 (BHVI external validation)
04

Risk-factor Context

Myopia onset and course are multifactorial. Family history and lifestyle are retained separately as counselling context; no externally unvalidated 0–100 score, individual probability, or projection coefficient is produced:

  • Parental myopia: family-history context associated with onset, not an individual progression coefficient
  • Outdoor time: protective association especially for prevention of myopia onset (He et al. 2015)
  • Screen / near work time: > 3 hours/day of near work increases risk (Huang et al. 2015)
  • Current myopia level and progression rate
  • Axial length and AL/CR ratio
  • Onset age: Early onset (< 8 years) carries higher risk of ultimate myopia
  • Ethnicity: East Asian children have 2-3× higher prevalence (IMI 2021)

These factors generate no automatic risk score, recall interval, or treatment-initiation threshold; the measured SER/AL course and examination take priority.

Morgan et al. 2012; Zadnik et al. 2015; He et al. 2015; Rose et al. 2008; Huang et al. 2015; IMI 2021
05

Clinical Decision Support (CDS)

MiyoLab's CDS engine, based on IMI 2021 Clinical Management Guidelines, continuously monitors over 12 clinical parameters and generates recommendations at three levels:

  • Info: A note to review measurement method, data sufficiency, or axial elongation in context
  • Warning: Measured high myopia/long AL, anisometropia, or a finding requiring retinal assessment
  • Critical: Reserved for genuinely urgent, examination-based safety findings in the relevant module
Monitored parameters: descriptive BHVI model, axial-length growth, inter-eye asymmetry, pathological-myopia class (META-PM), plateau detection, axis drift, descriptive pre/on-treatment SER rates when sufficient cycloplegic data exist, data quality, and measurement inconsistencies. No individual responder class is generated.
IMI 2021 Clinical Management Guidelines; Ohno-Matsui et al. 2015 (META-PM); Yam et al. 2020 (LAMP-2)
06

MCID: Minimal Clinically Important Difference

Measurement variability limits interpretation of small differences. MiyoLab's absolute information thresholds are not diagnostic or treatment gates.

Clinical progression requires at least three comparable cycloplegic measurements spanning one year. A change below a threshold is not automatically absent, and a change above it generates no action until method and examination are confirmed.
Bullimore 2009
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