Summary of dissertation Charles L. Citroen

April 2009   University of Twente

The focus of this dissertation is on the use of information in the strategic decision-making process by executives in industrial organisations and how these processes have changed in recent years e.g. under the influence of increased availability of information resources. The emphasis thereby is on the process, not on the resulting decision itself.

Decisions taken by executives of large corporations are mostly of a strategic nature; they are complex, non-routine, cannot be managed easily by existing procedures and have not previously been encountered in the same form. The strategic issues that are the subject of the decisions we studied involve considerable change such as strategy development, mergers and acquisitions, large investments and sometimes disinvestments, new products and new markets, make or buy options, organisational issues and long-range planning strategies.

Many studies in strategic management take the position that executives reach strategic decisions after a structured process of careful consideration of circumstances, alternatives and consequences. Information on matters such as competition, markets, technologies and the societal environment affecting the organisation specifies the implications of the feasible alternatives for the decision to be made and plays a crucial role in obtaining the parameters of these alternatives. Making decisions presupposes that adequate information is available that enables an executive director or a board of directors to reach the best possible decision under the circumstances.

This position however is not uncontested. In several studies, arguments are presented claiming that human beings only have limited cognitive capabilities and can only comprehend and use a limited amount of the information that is available. As a consequence, they have to rely on bounded rational processes rather than rational processes. In strategic decision-making, this leads to the view that executives reach decisions in a basically unstructured process accepting ‘satisficing’ instead of optimal solutions. Again another point of view is that in some cases, decisions primarily based on an intuitive process can lead to equally proper outcomes.

Our research centres on the use of information because we argue that this is a factor that influences the structure of the strategic decision-making process. As implied, the executive that follows a rational approach collects and uses ample information in a structured decision-making process passing through a number of distinct phases in time. In this process, information plays an all-important role throughout. The satisficing executive follows a decision-making process that is based on using a limited amount of information of all that is available and the decision-making process is less structured. For the intuitive executive, the exact role of information cannot be determined and the decision-making process is unstructured as mostly previous experience and learning constitute the knowledge base for the decision in an intuitive process. The manner in which information is used in the decision-making process thus differs in each of the three approaches to this process. Investigating the role and extent of usage of information in the process therefore can be a factor in discerning which approach to the decision-making process is actually followed by the executives.

The issue of the substance of strategic management information is seldom discussed or analysed as such in this context; moreover, in many studies on company performance, management information is considered a production factor that is readily available and its accessibility is ‘taken for granted’ in the process. Over the last few years, resources for management information have increased with the change of the Internet from mainly a research-oriented system to one that has additionally become a source of relevant information also for a business audience by its diverse content. Because of these developments, the question is no longer whether some required bit of information is available, but where this item can be found in the shortest time. Also, new methods have become available for the task of collecting information in each step of the decision-making process such as preparing for a case, constructing, documenting and comparing alternatives, thus enabling faster and more comfortable choices. There is a risk associated with this increased availability of information, that of being plagued by an overload of information. There are however several methods to cope with this problem by proper organisation of the information flow, if needed, assisted by computer procedures. Equally, checking the reliability of a received piece of information from an uncertain source is facilitated by the new methods of ICT techniques, e.g. statistically or by comparison with other data.

In order to be able to draw conclusions for this study, we have considered several aspects of information requirements such as the quality, the sources and the actual use of available information during the process of strategic decision-making.

In the theoretical chapters of this thesis, we have reviewed and discussed the literature on strategic management that has an implicit bearing on the structure of the process of strategic decision-making and a thorough analysis of the different approaches to the process. This is followed by a similar review and discussion of the strategic role of management information in the decision-making process, its value and the advances in computer applications facilitating the availability of information are indicated. As the objective of our study lies in the identification of the changed role of information as a management tool, we gave a short historical overview of the advances and significance of developments in information and communication technology. We paid particular attention to the development of the Internet, especially as it offers new services for the chemical and food industries.

As a result of our theoretical discussion, we have formulated four hypotheses that have been tested in the fieldwork for this research. Hypothesis 1 refers to the decision-making process: ‘strategic decisions by executives are reached in a rational, well-structured process with the purpose to come to the best possible results under the conditions that apply in each specific case’. Hypothesis 2 states that ‘in answering a specific strategic issue, executives that follow a rational process, will collect all feasible information considered to be supportive for this process’. Hypothesis 3 is about the quality of the information that is used: ‘before it is accepted as relevant, executives thoroughly check (or have checked) all information that is believed to be suitable as a supportive resource for the decision-making process for its quality parameters such as robustness and reliability’. Hypothesis 4 is prompted by the ICT developments, stating that ‘enhanced availability of multiple information resources, predominantly through specialised digital information services such as the Internet, has a positive effect on the strategic decision-making process in industry’.

In order to facilitate the analysis of the structure of the decision-making process and test the hypotheses, we have developed a model that shows the successive phases in this process: starting with the preparation for a decision-making process by formulation of the issue and setting the objectives, followed by collection of internal information and external information on the environment of the organisation, next the specification of potential alternatives, then limiting the options by choosing between these alternatives and finally, reaching a decision. As part of our research, we have evaluated whether this model adequately describes the decision-making process for actual decisions taken by executives in industry.

For our fieldwork, we first compared several methods by which decision-making has been studied in the literature, such as theoretical discussions and analyses of the decision process, case studies, analysis of published accounts of decision-making processes, surveys or questionnaires, ‘hands-on’ laboratory experiments and interviews with decision makers. We choose to use the last method, of personally interviewing executives, discussing by which process they have reached some recent decisions, because in this way we could accurately collect relevant first-hand data on the way they undertook the decision-making process and observe how they used information in specific recent issues that came on their agenda. The responding executives were all members of the Board or executives directly reporting to the Board of companies in the chemical and food processing industry with a turnover of € 300 million or more in The Netherlands and to a lesser extent in Germany. We chose that segment of the industry as our target group because this limited segment of industry could be covered by a significant number of interviews to be able to generalise our findings about the decision-making processes and the use of information thereby to the population of companies in the process industry.

We identified and discussed in detail thirty-two issues that had recently prompted a strategic decision by the executives and we are able to identify 102 explicitly stated decision process descriptions of the distinct phases followed during the strategic decision-making processes. Almost all processes start with a ‘preparation’ phase, the grounding for the decision-making process; issues originate from internal as well as environmental developments and trends. The next phase is that of collecting and analysing of information, this phase generally does not have a distinct beginning or an end as during the decision process, continuously new aspects of the issues flare up that require additional information to be gathered and analysed for relevancy, quality and reliability. In cases where the analysis phase was mentioned specifically, it was also possible to distinguish between internal and external information sources. The intermediate specification of alternatives and planning phase results in a number of alternative scenario’s; all relevant information has now been collected, analysed and studied. Even so, taking the final decision in some cases still necessitates an intense discussion among Board members.

If we correct our analysis of all 102 decision-making processes for those instances that a phase was not deemed necessary, we see that in all cases to be decided on, all 5 phases that we defined and used in our model that needed to be pursued, were indeed consistently followed.

Based on the analysis of the phases discussed during the interviews, we propose to add one extra phase to the model, i.e. the assessment of the outcome of the specified alternatives. This phase we identified in about 20% of the processes; it follows the ‘limiting’ phase but precedes the final decision in that it is a check whether the potential alternatives chosen do not unnecessarily harm the company’s interests e.g. by ‘value dilution’. The additional assessment phase has not been used often, but is relevant as it shows that in order to come to a decision, in some cases rationality requires that additional information is studied to be able to appreciate the consequences of each otherwise valid alternative.

In rational decision-making, information relevant to the issues that have to be decided plays a crucial role in each phase of this process; executives have to acknowledge the facts in order to be able to consider an issue. The main reason for the use of information is a reduction of uncertainty needed to obtain the answer to an issue at hand. The value of information for strategic decision-making is supported by the results of our research. The information used in the decision-making process can be distinguished in internal information based on data such as that pertaining to technical processes, financial parameters, and the customer base on the one hand and external information on developments in the technical, commercial and social/legal environment of the company on the other hand. Most companies have a department responsible for documentary information such as an ‘information services department’, often connected to the library. This information department is usually concentrated in the research location of the company. But several executives do not see the need for such departments nowadays because they interpret the new access methods to information supported by software as facilitating disintermediation: “employees can nowadays easily search for and find their own information”.

In most companies developments in the environment of the company are monitored so that the Board is at every moment prepared for an issue to arise. Regular detailed internally generated reports on trends in production, supply and demand, market shares and financial matters are now common practice. Similarly, in most companies data on competitors’ behaviour are collected by ‘competitive intelligence’ and from specialised consultants and these are analysed regularly by staff departments for relevant issues for the Board and stored in an internal database. Often selected information from this database is available on the company Intranet.

Based on the results of our fieldwork and analysis we have come to judge whether we can confirm the statements made in our four hypotheses. The test of our first hypothesis is fourfold: firstly, to test if the issues brought up for decision are indeed of a strategic nature, secondly, whether there are clearly distinguishable phases followed in the process, thirdly, if the process can be characterised as a rational process rather than a satisficing or intuitive process and lastly if all relevant information is used in the decision-making process.

As we have indicated, in all decision-making processes discussed, strategic issues were the subject of the decisions and all five phases that we had deemed necessary for a structured process were indeed followed. Furthermore, we note the similarity of the description of the phases encountered in the decision processes that were discussed with the executives and the fit with our model.

These results are both confirmations of hypothesis 1. The results of our research as discussed on the use of information in the decision-making process confirm our hypothesis 2. Moreover, we have observed that this information is used to provide a rational underpinning of the decisions made in each phase. This conclusion also constitutes a test to the rational aspect of hypothesis 1.

Another scrutiny method that we used to test rationality consists of observing whether there are arguments that point to other than the rational approach to strategic decision-making such as those mentioned in part of the literature on strategic management. The result is that we did not observe during our interviews any indication of these arguments, such as unduly great time pressure, ‘satisficing’ solutions or ‘bounded rational’ decisions due to limited cognitive capabilities of executives or of lack of information that might have resulted in intuitive approaches, nor did we find any signs of internal conflicts or political manoeuvring about which way to proceed or undue avoidance of uncertainty. As discussed here, all four tests for the hypothesis 1 are positive.

In all discussions held, the aspect of the quality of information used by the Board was stressed. Generally, information that arrives ‘bottom up’ is trusted more than information provided by external sources. Correct strategic decisions can only be taken on correct and full information. Sources of information that are selected and consulted are multiple and depending on their origin and credibility are taken at face value or put up for scrutiny by experts, be it internal or external. Staff departments responsible for supplying information to the Board check external information for robustness before it is delivered to the Board. If the quality of the information is not up to standard or cannot be verified, it is put aside. But even so, executives do often check information themselves, one reason being that staff departments are not always aware of the strategic plans of the Board. These considerations confirm that hypothesis 3 can be accepted as a true representation of practise by executives in industry.

Changes in availability of information have brought changes in the way information is used in companies. But information overload because of too many sources or too many documents is not an issue that was mentioned. Apparently, these executives and their staff departments apply effective coping mechanisms to deal with the stream of information reaching them.

The facilitation of global knowledge exchange brings with it the fact that competition becomes fiercer as any innovation becomes public earlier than before and time to react is correspondingly shorter. Some companies are able nowadays to perform research on a worldwide 24-hour schedule, they “forward results as a baton in a relay race” to their affiliates anywhere in the world. These developments show that external information sources thus play a more important and valuable role in decision-making by industry management than was possible before. Although we agree that much more information is now available, several executives remarked that “this does not necessarily mean that decisions can be made faster: evaluation of this greater mass of information takes more time and not everything is yet available electronically.”

We conclude that even if there can be no proof, the indications for an increased influence of ICT achievements over the last few years on many cases of the process of strategic decision-making sound convincing. Although this positive effect is hard to substantiate conclusively, we have shown several indications to this effect. We have shown that such an improvement can be characterised as a change in the decision-making model with more sources being consulted. With more relevant information available, discussions on issues affecting the choices and alternatives can now be better controlled which confirms hypothesis 4 which can be accepted as a valid statement.

From the results of the research, we consistently observe indications that executives that are responsible for strategic management of industrial organisations follow a structure as given in our model of the decision-making process even though a broad spectrum of issues has to be resolved.

We therefore can conclude that these executives follow a structured and phased course that is rationally valid and reflected on, that they have operated judiciously when taking important strategic decisions for their organisation and that they display no sign of hasty or irrational behaviour leading to bounded rational or satisficing decisions.