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Business performance management (BPM), also known as corporate performance management (CPM) and enterprise performance management (EPM),) is a set of performance management and analytic processes that enables the
management Management (or managing) is the administration of an organization, whether it is a business, a nonprofit organization, or a government body. It is the art and science of managing resources of the business. Management includes the activities o ...
of an organization's performance to achieve one or more pre-selected goals. Gartner retired the concept of "CPM" and reclassified it as "financial planning and analysis (FP&A)," and "financial close" to reflect two concepts: increased focus on planning and the emergence of a new category of solutions supporting the management of the financial close. Business performance management is contained within approaches to business process management.


History

Before the
Information Age The Information Age (also known as the Computer Age, Digital Age, Silicon Age, or New Media Age) is a historical period that began in the mid-20th century. It is characterized by a rapid shift from traditional industries, as established during ...
in the late 20th century, businesses sometimes laboriously collected data from non-automated sources. As they lacked computing resources to analyze the data properly, they often made commercial decisions primarily by intuition. As businesses started automating their processes, the availability of data increased. However, collection often remained a challenge due to a lack of infrastructure for data exchange or incompatibilities between systems. Reports on the gathered data sometimes took months to generate and these delays allowed lack of informed strategic decision-making. In 1989
Howard Dresner Howard is an English-language given name originating from Old French Huard (or Houard) from a Germanic source similar to Old High German ''*Hugihard'' "heart-brave", or ''*Hoh-ward'', literally "high defender; chief guardian". It is also probabl ...
, a research analyst at
Gartner Gartner, Inc is a technological research and consulting firm based in Stamford, Connecticut that conducts research on technology and shares this research both through private consulting as well as executive programs and conferences. Its clients ...
, popularized "
business intelligence Business intelligence (BI) comprises the strategies and technologies used by enterprises for the data analysis and management of business information. Common functions of business intelligence technologies include reporting, online analytical pr ...
" (BI) as an umbrella term to describe a set of concepts and methods to improve business decision-making by using fact-based support systems. Performance management builds on a foundation of BI but combines it with the planning-and-control cycle of the enterprise with enterprise planning, consolidation, and modeling capabilities. The advent of increasing standards, automation, and technologies led to vast amounts of data becoming available. Data warehouse technologies allowed the building of repositories to store this data. Improved ETL and enterprise application integration tools have increased the timely collection of data. OLAP reporting technologies allowed faster generation of new reports which analyze the data. , business intelligence has become the art of collecting large amounts of data, extracting useful information, and turning that information into actionable knowledge.


Definition and scope

Business performance management has three main activities: * Selection of goals * Consolidation of data that is relevant to an organization's progress * Interventions made by managers based on the data reviewed to improve future performance All three activities typically run concurrently, with interventions affecting the selection of goals, the information monitored, and the activities undertaken by the organization.


Frameworks

Various frameworks for implementing business performance management exist. Companies use a top-down framework to align planning and execution, strategy and tactics, and business-unit and enterprise objectives. Reaction frameworks include the Six Sigma strategy, Balanced Scorecard, Activity-Based Costing (ABC), Objectives and Key Results (OKR), Total Quality Management, Economic Value-Add,
Integrated Strategic Measurement Integration may refer to: Biology *Multisensory integration *Path integration * Pre-integration complex, viral genetic material used to insert a viral genome into a host genome *DNA integration, by means of site-specific recombinase technology, ...
, and Theory of Constraints.


Design and implementation


Selection of goals

*Goal-alignment queries : Determine the short and medium-term purpose of the program. What strategic goal(s) of the organization will the program address? What organizational mission/vision does it relate to? A hypothesis needs to be crafted that details how this initiative will eventually improve results/performance (i.e., a
strategy map A strategy map is a diagram that documents the strategic goals being pursued by an organization or management team. It is an element of the documentation associated with the Balanced Scorecard, and in particular is characteristic of the second gen ...
). Goals are updated regularly based on the results metrics. Businesses start a BPM program by setting corporate goals before determining the means to achieve them. Results are closely monitored to modify goals. For example, if a managerial decision increased worker productivity, the business may decide to reinforce the goal. Goals are rulers to businesses for measuring success. A business may not necessarily exclusively set financial goals. They may choose to set goals in other aspects such as managerial or ethical goals.


Information monitoring

*Baseline queries : Assess current information-gathering competency. Does the organization have the capability to monitor important sources of information? What data is being collected, and how is it being stored? What are the statistical parameters of this data, e.g., how much random variation does it contain? Is this being measured? :*Cost and risk queries :: Estimate the financial consequences of a new BI initiative. Assess the cost of the existing operations and the increase in costs associated with the BPM initiative. What is the risk that the initiative will fail? This risk assessment should be converted into a financial metric and included in the planning. Information monitoring, also known as information consolidation, is a business process where data is gathered and filtered. Software aids businesses analyze the data and presents it in a comprehensible manner to allow managers to make decisions accordingly. Individual companies define their own sets of metrics and KPIs used by software to create data reports. *Metrics-related queries :Information requirements need operationalization into clearly defined metrics. Decide which metrics to use for each piece of information being gathered. Are these the best metrics, and why? How many metrics need to be tracked? If this is a large number (it usually is), what kind of system can track them? Are the metrics standardized so that they can be benchmarked against performance in other organizations? What are the industry standard metrics available? *Measurement methodology-related queries :Establish a methodology or a procedure to determine the best way of measuring the required metrics. How frequently will data be collected? Are there any industry standards for this? Is this the best way to do the measurements? How do we know that?


Managerial adjustments

After reviewing the data, the business intervenes and reviews its original goals, and then proposes new measures to improve business efficiency and profitability. The adjustments are reflected in future data analyses. *Results-related queries :Monitor the BPM program to ensure that it meets objectives. The program itself may require adjusting. The program should be tested for accuracy, reliability, and
validity Validity or Valid may refer to: Science/mathematics/statistics: * Validity (logic), a property of a logical argument * Scientific: ** Internal validity, the validity of causal inferences within scientific studies, usually based on experiments ** ...
. How can it be demonstrated that the BI initiative, and not something else, contributed to a change in results? How much of the change was probably random?


Considerations of implementation

Additional questions may arise when implementing a business performance management program which involve stakeholders in the business and the economy, including investors, vendors, partners, and competition. *Customer and stakeholder queries :Determine who will benefit from the initiative and who will pay. Who has a stake in the current procedure? What kinds of customers/stakeholders will benefit directly from this initiative? Who will benefit indirectly? What quantitative/qualitative benefits follow? Is the specified initiative the best or only way to increase satisfaction for all kinds of customers? How will customer benefits be monitored? What about employees, shareholders, and distribution channel members?


Metrics and key performance indicators

Items of generic importance include: * Consistent and correct KPI-related data providing insights into operational aspects of a company * Timely availability of KPI-related data * KPIs designed to reflect the efficiency and effectiveness of a business directly * Information presented in a format which aids decision-making for management and decision-makers * Ability to discern patterns or trends from organized information Areas in which management may gain insights using business performance management include real-time dashboard on key operational metrics, customer-related statistics, marketing-channel analysis, and campaign management. Although the following list describes what a bank might monitor, it can apply to similar service-sector companies. *
real-time Real-time or real time describes various operations in computing or other processes that must guarantee response times within a specified time (deadline), usually a relatively short time. A real-time process is generally one that happens in defined ...
dashboard on key operational metrics ** overall equipment effectiveness ** clickstream analysis on a website ** key product portfolio trackers * customer-related statistics: ** new customers acquisition ** customers retention ** attrition of customers (including breakup by reason for attrition) ** turnover generated by segments of the customers (possibly using demographic filters) ** outstanding balances held by segments of customers and terms of payment (possibly using demographic filters) ** collection of bad debts within customer relationships **delinquency analysis of customers behind on payments ** profitability of customers by demographic segments and segmentation of customers by profitability * campaign management, market research, and analysis: **
demographic analysis Demography () is the statistical study of populations, especially human beings. Demographic analysis examines and measures the dimensions and dynamics of populations; it can cover whole societies or groups defined by criteria such as edu ...
of individuals (potential customers) applying to become customers, and the levels of approval, rejections, and pending numbers * marketing-channel analysis **
sales Sales are activities related to selling or the number of goods sold in a given targeted time period. The delivery of a service for a cost is also considered a sale. The seller, or the provider of the goods or services, completes a sale in r ...
-data analysis by product segments **
call center A call centre ( Commonwealth spelling) or call center (American spelling; see spelling differences) is a managed capability that can be centralised or remote that is used for receiving or transmitting a large volume of enquiries by telephone. ...
metrics Business performance management integrates the company's processes with CRM or ERP. Companies may use it to gauge
customer satisfaction Customer satisfaction (often abbreviated as CSAT) is a term frequently used in marketing. It is a measure of how products and services supplied by a company meet or surpass customer expectation. Customer satisfaction is defined as "the number of c ...
, control customer trends, and influence shareholder value.


Technology

Because of business performance management, activities in large organizations often involve collecting and reporting large volumes of data. Many software vendors, particularly those offering
business intelligence Business intelligence (BI) comprises the strategies and technologies used by enterprises for the data analysis and management of business information. Common functions of business intelligence technologies include reporting, online analytical pr ...
tools, will market products intended to assist in this process. As a result of this marketing effort, business performance management is often incorrectly understood as an activity that relies on software systems to work, and many definitions of business performance management explicitly suggest software as being a definitive component of the approach. This interest in business performance management from the software community is interpreted by some to be sales-driven.The Next Generation of Business Intelligence: Operational BI
Since 1992, business performance management has been influenced by the rise of the balanced scorecard framework. Managers can use the balanced scorecard framework to clarify the goals of an organization, identify how to track them, and decide if intervention is necessary. These steps are the same as those that are found in BPM, and as a result, a balanced scorecard can be used as the basis for business performance management activity with organizations. , owners sought to drive strategies throughout their organizations, to transform these strategies into actionable metrics, and to use analytics to expose the cause-and-effect relationships that could give insights into decision-making. Business performance management consists of a set of management and analytic processes, supported by technology, which enables businesses to define strategic goals and then measure and manage performance against those goals. Core business performance management processes include
financial planning In general usage, a financial plan is a comprehensive evaluation of an individual's current pay and future financial state by using current known variables to predict future income, asset values and withdrawal plans. This often includes a bu ...
, operational planning, business modeling, consolidation, reporting, analysis, and monitoring of key performance indicators linked to strategy. Business performance management involves
data consolidation Data management comprises all List of academic disciplines, disciplines related to handling data as a valuable resource. Concept The concept of data management arose in the 1980s as technology moved from sequential access, sequential processing ...
from various sources, querying and analysis of the data, and putting the results into practice.


Application software types

People working in business intelligence have developed tools that ease the work of business performance management, especially when the business-intelligence task involves gathering and analyzing large amounts of unstructured data. Tool categories commonly used for business performance management include: * MOLAP — Multidimensional online analytical processing, sometimes simply called "analytics" (based on dimensional analysis and the so-called "hypercube" or "cube") * scorecarding, dashboarding and
data visualization Data and information visualization (data viz or info viz) is an interdisciplinary field that deals with the graphic representation of data and information. It is a particularly efficient way of communicating when the data or information is num ...
* data warehouses *
document warehouse In the field of data warehouses, a document warehouse is a software framework for analysis, sharing, and reuse of unstructured data, such as textual or multimedia documents. This is different from data warehouses that focuses on structured data, su ...
s * text mining * DM — data mining * BPO — business performance optimization * EPM —
enterprise performance management Enterprise performance management (EPM) is a field of business performance management which considers the visibility of operations in a closed-loop model across all facets of the enterprise. Specific to financial activities in the office of the c ...
* EIS — executive information systems * DSS —
decision support system A decision support system (DSS) is an information system that supports business or organizational decision-making activities. DSSs serve the management, operations and planning levels of an organization (usually mid and higher management) and h ...
s * MIS —
management information system A management information system (MIS) is an information system used for decision-making, and for the coordination, control, analysis, and visualization of information in an organization. The study of the management information systems involves peop ...
s * SEMS — strategic enterprise management software * EOI — Enterprise
operational intelligence Operational intelligence (OI) is a category of real-time dynamic, business analytics that delivers visibility and insight into data, streaming events and business operations. OI solutions run queries against streaming data feeds and event data to ...
software


See also

* Business process management *
Data visualization Data and information visualization (data viz or info viz) is an interdisciplinary field that deals with the graphic representation of data and information. It is a particularly efficient way of communicating when the data or information is num ...
*
Electronic performance support systems An electronic performance support system (EPSS) is any computer software program or component that improves user performance. EPSSs can help an organization to reduce the cost of training staff while increasing productivity and performance. They c ...
*
Integrated business planning Integrated business planning (IBP) is a process for translating desired business outcomes into financial and operational resource requirements, with the overarching objective of maximizing profit and / or cash flow, while minimizing risk. The bus ...
*
IT performance management In a business or IT Management context, IT performance management is concerned with measuring the expenditure of capital and human resources on Information Technology projects. This allows the business to determine how these expenditures improve ...
*
List of management topics The following outline is provided as an overview of and topical guide to management: Business management – management of a business. Business management rule #1 is delegation, assign the best qualified people to each position and trust y ...


References


Further reading

* Dimon, Ron, "Enterprise Performance Management Done Right". 2013 * Mosimann, Roland P., Patrick Mosimann and Meg Dussault, ''The Performance Manager''. 2007 * Performance Leadership,
Frank Buytendijk Frank Buytendijk (The Hague, 1969) is a Dutch author of management books. He studied business and information technology at the Hogeschool Utrecht (University of Applied Sciences Utrecht), was a consultant at various firms in his home country, was ...
, 2008, McGraw-Hill, * Dresner, Howard, ''The Performance Management Revolution: Business Results Through Insight and Action''. 2007 * Dresner, Howard, ''Profiles in Performance: Business Intelligence Journeys and the Roadmap for Change''. 2009 * Cokins, Gary, ''Performance Management: Integrating Strategy Execution, Methodologies, Risk, and Analytics''. 2009 * Cokins, Gary, ''Performance Management: Finding the Missing Pieces (to Close the Intelligence Gap)''. 2004 * Paladino, Bob, ''Five Key Principles of Corporate Performance Management''. 2007 * Wade, David and Ronald Recardo, ''Corporate Performance Management''. Butterworth-Heinemann, 2001 * Coveney, Michael, ''Strategy to the Max'' FSN Publishing Limited, 2010 *Michael Hammer, Beyond Re engineering:How the Process-Centered Organization Is Changing Our Work and Our Lives(New York: Harper Collins Publishers, 1996). *H. James Harrington, Business Process Improvement: The Breakthrough Strategy for Total Quality, Productivity, and Competitiveness(New York: Mc Graw-Hill,1991). *Bjorn Andersen, Business Process Improvement Toolbox(Milwaukee, WI: ASQ Quality Press, 1999). *H. James Harrington, Business Process Improvement Workbook: Documentation, Analysis, Design, and Management of Business Process Improvement(New York:Mc Graw-Hill, 1997).


External links

* Plug-In T12 Business Process http://www.sci.brooklyn.cuny.edu/~firat/mis/PlugInT12.pdf * * Business Finance:
Bred Tough: The Best-of-Breed, 2009
' (July 2009) {{DEFAULTSORT:Business Performance Management Organizational performance management Business intelligence Information technology management