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. Author manuscript; available in PMC: 2015 Jul 13.
Published in final edited form as: Pain. 2014 May 24;155(9):1683–1695. doi: 10.1016/j.pain.2014.05.025

Table 2.

Advantages and disadvantages of various designs.

Design Situations where design
should be considered
Advantages Disadvantages
Dose finding [7,68,93,134]
  • Dosages that are expected to be safe, tolerated, and efficacious are unknown for the condition of interest

  • May increase the probability of finding an analgesic effect at safe and tolerated dosages in subsequent studies

  • For adaptive dose finding designs, see adaptive designs row

  • For adaptive dose finding designs, see adaptive designs row

Single dose
  • Limited resources

  • Treatment is known to have prompt onset of analgesic effect

  • Lower probability of missing data

  • Decreased costs because of single dose of treatment and short duration of follow up

  • Only applicable to treatments with prompt onset of analgesic effect

  • Single dose and short duration of observation may preclude identification of many adverse events

  • Predictive value for long-term efficacy is not clear

Parallel group
  • Limitations of other designs make them unsuitable for the treatment and objective of interest

  • Relatively straightforward design, execution, analysis and interpretation

  • Potentially increased generalizability

  • Requires larger sample sizes than several other designs

Cross-over [54,109]
  • Limited resources and patient numbers

  • Increased power, reduced sample size requirements

  • Potential for unforeseen treatment-by-period interaction (e.g., carryover)

  • Longer duration and patient burden

  • Greater impact of missing data

Adaptive designs [6,38,116,124]
  • Trials with a large learning component, for example, sample size estimates, dosage selection, safety

  • Appreciably increased efficiency

  • Highly informative for planning subsequent studies

  • Careful and extensive planning is needed to preserve the validity and integrity of the trial

  • Requires unique statistical expertise

  • Several logistical and procedural issues need to be considered in the planning and execution of the trial

Sequential parallel comparison design (SPCD) [32]
  • Placebo effects are anticipated to be relatively large, possibly decreasing the assay sensitivity of the trial

  • May decrease the placebo effect in the second stage [33,91], and thus increase power compared to traditional parallel group design

  • Longer duration of follow-up than in a conventional parallel group design

  • If placebo non-responders are refractory patients who also do not respond to treatment, SPCD could have less power than conventional parallel group designs

  • SPCD is patented and investigators must pay to use it.