Predicting the Future - Forecasting Initial Sales Revenue For Novel Medical Device Technologies

Developing accurate forecasts is important to medicalis important that capital equipment that is not
technology companies for both the financial andcaptured in a revenue model is accounted for when a
operational aspects of the business. Forecasts assistbuild forecast is developed to insure adequate supply
the finance group as they develop revenue plans,to meet customer's demands. Forecasts for
determine appropriate expense levels, and forecastdisposable devices which require a capital equipment
the profitability of the company. The operationscomponent should also include assumptions for the
group uses forecasts to develop a productionnumber of disposables which will be utilized over a
schedule, to make component buying decisions, andgiven time period for each unit of capital equipment
to plan for any required capacity changes needed toavailable in the field. Assessing the productivity of
meet demand.capital units for generating disposables sales revenue
Developing a sales forecast for existing products canis an excellent method for arriving at metrics which
easily be arrived at by conducting a statistical analysiscan be used in the future to adjust a forecasting
of historical sales data and then combining thismodel.
information with anticipated changes in marketFor implants which require specialized instrumentation
dynamics, sales organization structure and pricing.sets, forecasts should take into account the number
Forecasting sales revenue and product utilization forof sets which will be available in the field when
novel medical technologies becomes much moreprojecting sales. If a limited number of instrument
difficult due in part to the lack of historical sales datasets are available at launch due to production
and the unknowns associated with a new product incapacity of budgetary constraints, assumptions for
the marketplace.the revenue model should be adjusted accordingly.
Developing an accurate forecast for new medicalThe product adoption curve can be accelerated as
technologies is both an art and a science. Using inputthe number of instrument sets available increases
from market based assumptions and companyover time. Similar to a capital equipment/ disposable
related parameters, a spreadsheet-based model candevice model, assumptions for the likely number of
be built which allows the user to more accuratelyimplant procedures per available instrument set over
forecast sales revenue and product demand. Witha given time period is an excellent metric to develop
these models, users can determine the effect thatand track following product launch. Since instrument
changes to baseline assumptions can have on thesets are often loaned to customers on a
forecast.consignment basis and may not be associated with
Market Factorsdirect sales revenue, there is a need to account for
While spreadsheet-based forecasting models can bethese sets separately as a part of the build forecast.
used to predict sales revenue and product demand,The structure and makeup of the sales organization
numerous market related factors can substantiallyis another important company-related factor which
influence the accuracy of forecasting models for newcan significantly affect the sales ramp for a new
medical technologies. Potential market factors includemedical technology. The use of a direct vs. distributor
the competitive environment for the product, pricingsales force, the number of products the sales force
sensitivity within the target market, and the ease ofis promoting, and previous experience the sales
gaining hospital committee or buying group approval.representatives have with the introduction of new
Broader market factors include the economicproducts are all important elements to consider when
conditions within the marketplace, patient-relateddeveloping sales projections. The impact of
factors which affect their access to the product, anddifferential financial incentives to sales representatives
seasonality of the business. Understanding theassociated with selling the newer technology
influence market-related factors may have on thecompared to other products should also be
adoption curve for a new technology and factoringconsidered.
these into the assumptions for the forecasting modelForecasting for new medical technologies can be
is imperative.further complicated if the strategic plan includes the
Company-related Factorslaunch of the product in differing geographic markets.
There are also a variety of company-related factorsDifferences in the timing of introduction into these
which can affect forecasting for new medicalmarkets, the use of alternative sales channels, and
technologies. The timing of product availability and thedifferences in both market dynamics and pricing
ability to build sufficient inventory to meet productstructures create the need for more complex models
demand are critical factors towards determining theand the ability to create multiple assumptions and
timing of a proper product launch. If the newmodeling scenarios.
technology is a product line extension, there is theA company's long-term pricing strategy should also be
potential for the new product to cannibalize currentconsidered when developing revenue forecasts
business. If the product is a planned add-on to theespecially if the forecasts will be utilized as a part of
product line which is anticipated to expanda 3 to 5 year strategic planning process. Anticipated
applications and use for the technology, the ability tofuture incremental or year over year pricing increases
leverage existing business is a key factor to considershould be included in the model to insure any
when building a forecasting model. Sales historyincreased sales revenue resulting from increased
associated with the company's introduction ofpricing is accounted for.
previous new products can also be used as a guideConclusion
to developing assumptions.Developing an accurate sales forecast for a new
The type of product the new technology representstechnology requires a thorough understanding of both
can also influence the assumptions used whenmarket and company-related factors which can
forecasting since differing product types have theirinfluence the adoption curve for the product. The
own unique market dynamics. If the technology isdevelopment of a forecasting model which has
stand alone capital equipment, the customer accessvariable inputs that can be modified in order to
to working capital and the timing of start of a newassess the impact of changes to the basic
fiscal year are important considerations. Theassumptions used for the model can be useful.
availability of alternative capital placement programsValidating the results of the forecasting by
can also influence forecasting since these mayconducting a reality check of the modeled
expand the ability for hospitals to access theproductivity metrics can help to insure the accuracy
technology. If the technology requires capitalof the model. Revenue forecasting and product build
equipment and a disposable component, the hospitalmodels should be assessed periodically and adjusted
might also have the ability to bundle disposableto reflect additional insights and changes to market
purchases in order to obtain the capital equipment. Itdynamics which have occurred since product launch.