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. 2015 Jan 6;8(1):103–117. doi: 10.1007/s40271-014-0108-6

Table 2.

Patient priorities for input mapped onto the decision uncertainty matrix

Step in technology lifecycle Type of uncertainty
Clinical benefit Value for money Affordability Adoption/diffusion
Pre-clinical phase

Patient registries

Providing data

 Develop or initiate registries [C (indirect); D (direct)]

 Provide information on the disease and its impact on patients and families through natural history registries [C (indirect); D (direct)]

Value definition

Designing endpoints

Provide input in the creation of endpoints that are relevant, meaningful, and functional [C (direct); D (direct)]

Early studies and drug discovery

Input into research decisions

Guide decisions regarding research priorities [C (indirect); D (indirect)]

Clinical trials

Patient registries

Providing data

 Provide information through natural history registries [A (indirect); C (indirect); D (direct); E (indirect); F (indirect)]

B (indirect)?

 Report on outcomes when receiving treatment [A (indirect); B (direct); E (direct)]

 Provide ‘subjective’ data, such as patient-reported outcomes (PROs) and patient satisfaction [A (indirect); B (direct); E (direct); F (indirect)]

Patient registries

Providing data

 Provide information through natural history registries [A (indirect); E (indirect); F (indirect); G (indirect); J (direct)]

 Report on outcomes when receiving treatment [A (direct); B (direct); E (direct); G (indirect); J (direct)]

 Provide ‘subjective’ data, such as PROs and patient satisfaction [A (direct); B (direct); E (direct); F (indirect); G (indirect); J (direct)]

Patient registries

Providing data

 Provide information through natural history registries [A (indirect); J (direct)]

 Report on outcomes when receiving treatment [A (indirect); J (direct)]

 Provide ‘subjective’ data, such as PROs and patient satisfaction [A (indirect); J (direct)]

Patient registries

Providing data

 Provide information through natural history registries [A (indirect); J (direct)]

 Report on outcomes when receiving treatment [A (indirect); L (indirect); M (indirect); N (direct)]

 Provide ‘subjective’ data, such as PROs and patient satisfaction [A (indirect); L (indirect); M (indirect); N (direct)]

Value definition

Defining value

 Define the meaningfulness of clinical outcome measures [C (direct); E (indirect); F (direct)]

Designing endpoints

Provide input in the creation of endpoints that are relevant, meaningful, and functional [C (indirect); E (indirect); F (direct)]

Value definition

Defining value

 Define the meaningfulness of clinical outcome measures [G (indirect)]

Designing endpoints

Provide input in the creation of endpoints that are relevant, meaningful and functional [C (indirect); G (indirect)]

Value definition

Defining value

Define the meaningfulness of clinical outcome measures [J (indirect)]

Value definition

Defining value

 Define the meaningfulness of clinical outcome measures [L (indirect); M (direct); N (indirect)]

Designing endpoints

Provide input in the creation of endpoints that are relevant, meaningful and functional [C (indirect); L (indirect); M (direct); N (indirect)]

Clinical trials

Designing trials

 Set clinically meaningful endpoints [B (direct); C (direct); D (indirect); E (direct); F (direct)]

 Set patient inclusion/exclusion criteria for trial participation [A (direct); B (direct); C (direct); E (direct)]

Providing data

Participate in clinical trials [A (direct); B (direct); C (direct); E (direct)]

Clinical trials

Designing trials

 Set clinically meaningful endpoints [B (direct); C (direct); D (indirect); E (direct); F (direct)]

 Set patient inclusion/exclusion criteria for trial participation [A (direct); B (direct); C (direct); E (direct)]

Providing data

Participate in clinical trials [A (direct); B (direct); C (direct); E (direct)]

Regulatory approval

Patient registries

Providing data

 Provide information through natural history registries [A (indirect); B (indirect); C (indirect); D (direct); E (indirect); F (indirect)]

 Report on outcomes when receiving treatment [A (indirect); B (direct); E (direct)]

 Participate in ongoing monitoring and data collection [A (indirect); B (direct); E (direct)]

 Provide ‘subjective’ data, such as PROs and patient satisfaction [A (indirect); B (direct); E (direct); F (indirect)]

Patient registries

Providing data

 Provide information through natural history registries [A (indirect); E (indirect); G (indirect); J (direct)]

 Report on outcomes when receiving treatment [A (indirect); B (direct); E (direct); G (indirect); J (direct)]

 Participate in ongoing monitoring and data collection [A (indirect); B (direct); E (direct); G (indirect); J (direct)]

 Provide ‘subjective’ data, such as PROs and patient satisfaction [A (indirect); B (direct); E (direct); F (indirect) G (indirect); J (direct)]

Patient registries

Providing data

 Provide information through natural history registries [A (indirect); J (direct)]

 Report on outcomes when receiving treatment [A (indirect); J (direct]

 Provide ‘subjective’ data, such as PROs and patient satisfaction [A (indirect); J (direct)]

Patient registries

Providing data

 Provide information through natural history registries [A (indirect); J (direct)]

 Report on outcomes when receiving treatment [A (indirect); L (indirect); M (indirect); N (direct)]

 Participate in ongoing monitoring and data collection [A (indirect); L (indirect); M (indirect); N (direct)]

 Provide ‘subjective’ data, such as PROs and patient satisfaction [A (indirect); L (indirect); M (indirect); N (direct)]

Value definition

Defining value

Define the meaningfulness of clinical outcome measures [C (direct); E (indirect); F (direct)

Value definition

Defining value

Define the meaningfulness of clinical outcome measures [G (indirect)]

Value definition

Defining value

Define the meaningfulness of clinical outcome measures [J (indirect)]

Value definition

Defining value

Define the meaningfulness of clinical outcome measures [L (indirect); M (indirect); N (indirect)]

Benefit–harm assessment

Input into benefit–harm trade-off acceptability decisions

 Provide information on tolerance [A (indirect); B (direct); C (indirect); E (direct); F (indirect)]

Make final benefit–harm trade-off decision [F (direct)]

Benefit–harm assessment

Input into benefit–harm trade-off acceptability decisions

 Provide information on tolerance [A (indirect); B (direct); C (indirect); E (direct); F (indirect)]

Make final benefit–harm trade-off decision [F (direct)]

Benefit–harm assessment

Input into benefit–harm trade-off acceptability decisions

 Provide information on tolerance [A (indirect); B (indirect); J (indirect); L (direct); M (direct); N (direct)]

Make final benefit–harm trade-off decision [F (direct); L (direct)]

Post-marketing/real world studies

Patient registries

Providing data

 Provide information through natural history registries [A (direct), C (indirect); D (direct); E (indirect); F (indirect)]

 Report on outcomes when receiving treatment [A (direct); B (direct); E (direct)]

 Participate in ongoing monitoring and data collection [A (direct); B (direct); E (direct)]

 Provide ‘subjective’ data, such as PROs and patient satisfaction [A (direct); B (direct); E (direct); F (indirect)]

Patient registries

Providing data

 Provide information through natural history registries [A (indirect); E (indirect); G (indirect), J (direct)]

 Report on outcomes when receiving treatment [A (direct); B (direct); E (direct); G (indirect), J (direct)]

 Participate in ongoing monitoring and data collection [A (direct); B (direct); E (direct); G (indirect), J (direct)]

 Provide ‘subjective’ data, such as PROs and patient satisfaction [A (direct); B (direct); E (direct); F (indirect); G (indirect), J (direct)]

Patient registries

Providing data

 Provide information through natural history registries [A (indirect); J (direct)]

 Report on outcomes when receiving treatment [A (indirect); J (direct]; K (indirect)]

 Participate in ongoing monitoring and data collection [A (indirect); J (direct); K (indirect)]

 Provide ‘subjective’ data, such as PROs and patient satisfaction [A (indirect); J (direct); K (indirect)]

Patient registries

Providing data

 Provide information through natural history registries [A (indirect); J (direct)]

 Report on outcomes when receiving treatment [A (indirect); L (indirect); M (indirect); N (indirect)]

 Participate in ongoing monitoring and data collection [A (indirect); L (indirect); M (indirect); N (indirect)]

 Provide ‘subjective’ data, such as PROs and patient satisfaction [A (indirect); L (indirect); M (indirect); N (indirect)]

Value definition

Defining value

 Define the meaningfulness of clinical outcome measures [A (direct); C (direct); E (indirect); F (direct)]

Designing endpoints

Provide input in the creation of endpoints that are relevant, meaningful and functional [A (direct); C (indirect); E (indirect); F (direct)]

Value definition

Defining value

 Define the meaningfulness of clinical outcome measures [G (indirect)]

Designing endpoints

Provide input in the creation of endpoints that are relevant, meaningful and functional [C (indirect); G (indirect)]

Value definition

Defining value

Define the meaningfulness of clinical outcome measures [J (indirect)]

Value definition

Defining value

 Define the meaningfulness of clinical outcome measures [L (indirect); M (indirect); N (indirect)]

Designing endpoints

Provide input in the creation of endpoints that are relevant, meaningful and functional [A (direct); C (indirect); L (indirect); M (direct); N (indirect)]

Benefit–harm assessment

Input into benefit–harm trade-off acceptability decisions

Provide information on tolerance [A (direct); B (direct); C (indirect); E (direct); F (indirect)]

Benefit–harm assessment

Input into benefit–harm trade-off acceptability decisions

 Provide information on tolerance [A (indirect); B (direct); C (indirect); E (direct); F (indirect)]

Make final benefit–harm trade-off decision [F (direct)]

Benefit–harm assessment

Input into benefit–harm trade-off acceptability decisions

Provide information on tolerance [F (direct); L (direct); K (indirect)]

Benefit–harm assessment

Input into benefit–harm trade-off acceptability decisions

Provide information on tolerance [A (direct); B (indirect); J (indirect); L (direct); M (direct); N (direct)]

Reimbursement decision-making

Patient registries

Providing data

 Provide information through natural history registries [A (direct), C (indirect); D (direct); E (indirect); F (indirect)]

 Report on outcomes when receiving treatment [A (direct); B (direct); E (direct)]

 Participate in ongoing monitoring and data collection [A (direct); B (direct); E (direct)]

 Provide ‘subjective’ data, such as PROs and patient satisfaction [A (direct); B (direct); E (direct); F (indirect)]

Patient registries

Providing data

 Provide information through natural history registries [A (direct); E (direct); G (indirect), J (direct)]

 Report on outcomes when receiving treatment [A (direct); B (direct); E (direct); G (indirect), J (direct)]

 Participate in ongoing monitoring and data collection [A (direct); B (direct); E (direct); G (indirect), J (direct)]

 Provide ‘subjective’ data, such as PROs and patient satisfaction [A (direct); B (direct); E (direct); F (indirect); G (indirect), J (direct)]

Patient registries

Providing data

 Provide information through natural history registries [A (indirect); J (direct)]

 Report on outcomes when receiving treatment [A (indirect); J (direct]; K (indirect)]

 Participate in ongoing monitoring and data collection [A (indirect); J (direct); K (indirect)]

 Provide ‘subjective’ data, such as PROs and patient satisfaction [A (indirect); J (direct); K (indirect)]

Patient registries

Providing data

 Provide information through natural history registries [A (indirect); J (direct)]

 Report on outcomes when receiving treatment [A (indirect); L (direct); M (direct); N (direct)]

 Participate in ongoing monitoring and data collection [A (indirect); L (direct); M (direct); N (direct)]

 Provide ‘subjective’ data, such as PROs and patient satisfaction [A (indirect); L (direct); M (direct); N (direct)]

Value definition

Defining value

Define the meaningfulness of clinical outcome measures [A (direct); C (direct); E (indirect); F (direct)]

Value definition

Defining value

Define the meaningfulness of clinical outcome measures [G (indirect)]

Value definition

Defining value

Define the meaningfulness of clinical outcome measures [J (indirect)]

Value definition

Defining value

Define the meaningfulness of clinical outcome measures [L (indirect); M (indirect); N (indirect)]

Benefit–harm assessment

Input into benefit–harm trade-off acceptability decisions

 Provide information on tolerance [A (direct); B (direct); C (indirect); E (direct); F (indirect)]

Make final benefit–harm trade-off decision [F (direct)]

Benefit–harm assessment

Input into benefit–harm trade-off acceptability decisions

 Provide information on tolerance [A (indirect); B (direct); C (indirect); E (direct); F (indirect)]

Make final benefit–harm trade-off decision [F (direct)]

Benefit–harm assessment

Input into benefit–harm trade-off acceptability decisions

Provide information on tolerance [F (direct); L (direct); K (indirect)]

Benefit–harm assessment

Input into benefit–harm trade-off acceptability decisions

 Provide information on tolerance [A (indirect); B (indirect); J (indirect); L (direct); M (direct); N (direct)]

Make final benefit–harm trade-off decision [F (direct); L (direct)]

Reimbursement process

Provide information on the patient experience

 Present individual cases, as well as data that is difficult to quantify, through testimonials and presentation to decision makers [A (direct); B (direct); E (direct), F (direct)]

Participate in the decision-making process

 Provide input in the creation of decision parameters [A (direct); B (direct); E (direct), F (direct)]

 Participate on decision-making panels, providing input and clarifying the input from patient submissions [A (direct); B (direct); E (direct), F (direct)]

 Accept when evidence of efficacy is insufficient [F (indirect)]

Right to appeal

 Present individual case when a negative funding decision has been made [A (direct); B (direct); E (direct), F (direct)]

Add to submissions where information provided by the manufacturer was insufficient [A (direct); B (direct); E (direct), F (direct)]

Reimbursement process

Provide information on the patient experience

 Present individual cases, as well as data that is difficult to quantify, through testimonials and presentation to decision makers [A (direct); B (direct); E (direct), F (direct); G (direct); M (indirect)]

Participate in the decision-making process

 Provide input in the creation of decision parameters [A (direct); B (direct); E (direct), F (direct); G (direct); H (indirect); I (indirect)]

 Participate on decision-making panels, providing input and clarifying the input from patient submissions[A (direct); B (direct); E (direct), F (direct); G (direct); H (indirect); I (indirect)]

 Accept when evidence of efficacy is insufficient [F (indirect); H (indirect); I (indirect)]

Right to appeal

 Present individual case when a negative funding decision has been made[A (direct); B (direct); E (direct), F (direct); G (direct)]

Add to submissions where information provided by the manufacturer was insufficient [A (direct); B (direct); E (direct), F (direct); G (direct)]

Reimbursement process

Provide information on the patient experience

 Present individual cases, as well as data that is difficult to quantify, through testimonials and presentation to decision makers [G (direct); H (indirect); J (direct); K (direct)]

Participate in the decision-making process

 Provide input in the creation of decision parameters [G (direct); H (indirect); J (direct); K (direct); M (direct); N (direct); O (direct)]

 Participate on decision-making panels, providing input and clarifying the input from patient submissions [G (direct); H (indirect); J (direct); K (direct); M (direct); N (direct); O (indirect)]

Accept when evidence of efficacy is insufficient [G (direct); H (indirect); J (direct); K (direct); M (direct); N (direct)]

Reimbursement process

Provide information on the patient experience

 Present individual cases, as well as data that is difficult to quantify, through testimonials and presentation to decision makers [A (direct); B (direct); E (direct); F (direct); G (direct); H (indirect); J (direct); K (direct); L (direct); M (indirect); N (direct); O (direct)]

Participate in the decision-making process

 Provide input in the creation of decision parameters [A (direct); B (direct); E (direct); F (direct); G (direct); H (indirect); J (direct); K (direct); L (direct); M (indirect); N (direct); O (direct)]

 Participate on decision-making panels, providing input and clarifying the input from patient submissions [A (direct); B (direct); E (direct); F (direct); G (direct); H (indirect); J (direct); K (direct); L (direct); M (indirect); N (direct); O (direct)]

 Accept when evidence of efficacy is insufficient [A (direct); B (direct); E (direct); F (direct); G (direct); H (indirect); J (direct); K (direct); L (direct); M (indirect); N (direct); O (direct)]

Right to appeal

 Present individual case when a negative funding decision has been made [A (direct); B (direct); E (direct); F (direct); G (direct); L (indirect); M (direct); N (direct)]

Add to submissions where information provided by the manufacturer was insufficient [A (direct); B (direct); E (direct); F (direct); G (direct); L (indirect); M (direct); N (direct)]

Managed access

Providing information on the patient experience

 Providing input into the design of a structured approach to collecting information on patient experiences [A (direct); B (direct); E (direct), F (direct); M (direct); N (direct)]

Patient registries

 Participate in registries as part of data collection for managed access plans (MAPs) [A (direct); B (direct); E (direct), F (direct); J (direct)]

Stopping criteria

Decide on stopping criteria with input from a specialist with relevant expertise [A (indirect); B (indirect); E (indirect); F (indirect); K (indirect); M (direct); N (direct)]

Managed access

Providing information on the patient experience

 Providing input into the design of a structured approach to collecting information on patient experiences [A (direct); B (direct); E (direct), F (direct); G (direct); K (indirect); L (direct); M (direct); N (direct)]

Patient registries

 Participate in registries as part of data collection for MAPs [A (direct); B (direct); E (direct), F (direct); G (direct); H (indirect); J (direct); K (indirect)]

Stopping criteria

Decide on stopping criteria with input from a specialist with relevant expertise [A (indirect); B (indirect); E (indirect); F (indirect); G (direct); H (indirect); K (indirect); L (direct); M (direct); N (direct)]

Managed access

Providing information on the patient experience

 Providing input into the design of a structured approach to collecting information on patient experiences [A (indirect); B (indirect); E (indirect), F (indirect); K (direct); L (direct); M (direct); N (direct)]

Patient registries

 Participate in registries as part of data collection for MAPs [A (indirect); B (indirect); E (indirect), F (indirect); H (indirect); J (direct); K (direct); L (direct); M (direct); N (direct)]

Stopping criteria

Decide on stopping criteria with input from a specialist with relevant expertise [A (indirect); B (indirect); E (indirect); F (indirect); H (indirect); K (indirect); L (direct); M (direct); N (direct)]

Managed access

Providing information on the patient experience

 Providing input into the design of a structured approach to collecting information on patient experiences [A (direct); B (direct); E (direct), F (direct); G (direct); K (indirect); L (direct); M (direct); N (direct)]

Patient registries

 Participate in registries as part of data collection for managed access plans (MAPs)

 [A (direct); B (direct); E (direct), F (direct); G (direct); H (indirect) K (indirect); L (direct); M (direct); N (direct)]

Stopping criteria

Decide on stopping criteria with input from a specialist with relevant expertise [A (direct); B (direct); E (direct), F (direct); G (direct); H (indirect) K (indirect); L (direct); M (direct); N (direct)]

Introduced as insured service/ use in routine clinical practice

Patient registries

Providing data

 Report on outcomes when receiving treatment [A (direct); B (direct); E (direct); G (direct); L (indirect); M (indirect); N (indirect)]

 Participate in ongoing monitoring and data collection [A (direct); B (direct); E (direct); G (direct); L (indirect); M (indirect); N (indirect)]

 Provide ‘subjective’ data, such as PROs and patient satisfaction [A (direct); B (direct); E (direct); F (indirect); G (direct); L (indirect); M (indirect); N (indirect)]

Patient registries

Providing data

 Provide information through natural history registries [A (direct); E (direct); G (indirect), J (direct)]

 Report on outcomes when receiving treatment [A (direct); B (direct); E (direct); G (indirect), J (direct)]

 Participate in ongoing monitoring and data collection [A (direct); B (direct); E (direct); G (indirect), J (direct)]

 Provide ‘subjective’ data, such as PROs and patient satisfaction [A (direct); B (direct); E (direct); F (indirect); G (indirect), J (direct)]

Patient registries

Providing data

 Provide information through natural history registries [A (indirect); J (direct)]

 Report on outcomes when receiving treatment [A (indirect); J (direct]; K (direct)]

 Participate in ongoing monitoring and data collection [A (indirect); J (direct); K (direct)]

 Provide ‘subjective’ data, such as PROs and patient satisfaction [A (indirect); J (direct); K (direct)]

Patient registries

Providing data

 Provide information through natural history registries [A (indirect); J (direct)]

 Report on outcomes when receiving treatment [A (indirect); L (direct); M (direct); N (direct)]

 Participate in ongoing monitoring and data collection [A (indirect); L (direct); M (direct); N (direct)]

 Provide ‘subjective’ data, such as PROs and patient satisfaction [A (indirect); L (direct); M (direct); N (direct)]

Value definition

Defining value

Define the meaningfulness of clinical outcome measures [J (direct)]

Value definition

Defining value

Define the meaningfulness of clinical outcome measures [J (indirect)]

Managed access

Providing information on the patient experience

 Providing input into the design of a structured approach to collecting information on patient experiences [A (direct); B (direct); E (direct), F (direct); G (direct); J (direct); K (indirect); M (direct); N (direct)]

Patient registries

 Participate in registries as part of data collection for managed access plans (MAPs) [A (direct); B (direct); E (direct), F (direct); G (direct); J (direct); K (indirect); M (direct); N (direct)]

Stopping criteria

Decide on stopping criteria with input from a specialist with relevant expertise [A (direct); B (direct); E (direct), F (direct); G (direct); J (direct); K (indirect); M (direct); N (direct)]

Managed access

Providing information on the patient experience

 Providing input into the design of a structured approach to collecting information on patient experiences [A (direct); B (direct); E (direct), F (direct); G (direct); K (indirect); L (direct); M (direct); N (direct)]

Patient registries

 Participate in registries as part of data collection for MAPs [A (direct); B (direct); E (direct), F (direct); G (direct); H (indirect); J (direct); K (indirect)]

Stopping criteria

Decide on stopping criteria with input from a specialist with relevant expertise [A (direct); B (direct); E (direct); F (direct); G (direct); H (indirect); K (indirect); L (direct); M (direct); N (direct)]

Managed access

Providing information on the patient experience

 Providing input into the design of a structured approach to collecting information on patient experiences [A (indirect); B (indirect); E (indirect), F (indirect);G (direct); K (direct); L (direct); M (direct); N (direct)]

Patient registries

 Participate in registries as part of data collection for MAPs [A (indirect); B (indirect); E (indirect), F (indirect); G (direct); H (indirect); J (direct); K (direct); L (direct); M (direct); N (direct)]

Stopping criteria

Decide on stopping criteria with input from a specialist with relevant expertise [A (indirect); B (indirect); E (indirect); F (indirect); G (direct); H (indirect); K (indirect); L (direct); M (direct); N (direct)]