Table 1

Constructs considered in the research

ConstructDimensionDefinition
Internal integrationOrganizationalCollaboration, stimulus for sharing decisions and coordinated actions
TechnicalISs that support integration
IntrafunctionalIntegration and coherence among the hierarchical levels of planning (S&OP, MPS, MRP and scheduling)
InterfunctionalQuality and intensity of the relationships between the PPC and the remaining functions (in special sales/marketing and operations)
EnablersFactors that enable/foster integration (communication, rewards systems and organizational structure)
UncertaintyEnvironmental
  1. Demand uncertainty (volume and mix)

  2. Problems with the supply of raw material and components (delays, quality problems and interruption)

  3. Action of competitors in the industry

Information qualityAccuracyAccuracy of the demand data available for planning (forecasts or customer orders)
CredibilityExtent to which the planners see the information as trustable
Planning performanceFrequency of reschedulingThe amount of modifications in a fixed period of time
Level of formality
  1. Formal: modifications made by the planners and registered

  2. Informal: modifications made by the users of the plans

Causes of rescheduling
  1. Variability of customer demand

  2. Failures in external supply (delays, disruptions, etc.)

  3. Deficiencies in internal supply (failures or delays in the internal processes and deficiencies of coordination)

  4. Executional/behavioural: modifications made by the users, motivated by rewards or other advantages

Operations performance objectives/competitive prioritiesCost
  • Production/operational costs

Quality
  1. Product quality: attending specifications and customer needs

  2. Process quality: levels of scrap and rework

Speed and dependability
  1. Speed of the process and throughput time of the orders

  2. On-time delivery

Flexibility
  1. Ability to make changes with acceptable penalties in time and cost

Business performanceFinancial and strategicFinancial and strategic metrics such as profit, revenue, sales and market share

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