Keywords: Internal Audit, Budget Process, Execution and Local Government.
According to Association of Certified Faud Examiners, the majority of organizations today have created the internal audit department to examine the fraud issues, financial reporting and misappropriation of the organizations assets by ensuring accuracy, objectivity and consistency of the financial statements as a prerequisite in monitoring proper organizational financial performance [4].Hansen & Kræmmergaard confirm that , accessing the high level of budgeting process and execution is a challenging task for local government [16]. However, these financing constraints tend to be more difficult for some local government to overcome.
The Ministry of Finance only requires Local government to compile a separate report of balances of budget execution for information purposes (as a disclosure note in financial statements) and they are not consolidated in balances reported in financial statements of Local Government [13]. This implies that balances reported in financial statements of Local government do not include amounts from non budget agencies and hence making District financial statements and state consolidated financial statements incomplete. The problem of failing to consolidate transactions and balances of NBAs in financial statements of local government has still persisted [9].
Hawkesworth et al shown that, many local governments have not been examining efficiently the internal audit in budgeting process and execution and this has consequently led to mismanagement; lack of control and less budget execution from their activities or operations [17]. However, there is no evidence of adequate follow up done to verify the accountability reports submitted to Districts by non- budget agencies and to follow up activities reported by non budget agencies. Such follow up should have been done on a regular basis by Internal Audit unit [26].As a consequence, there is a continued problem of misuse and misappropriation of public funds being perpetuated through non budget agencies.
The question that arises to the researcher therefore, is to make the analysis on the role of internal audit in budgeting process and execution on local government in Rwanda.
The main objective of this study is to assess the effect of internal audit on budget process and execution of local government in Rwanda. Specific objectives of this study are the following: To analyze the internal audit functions in local government of Rwanda; to assess budget process and execution in local government in Rwanda and to analyze the relationship between internal audit and budget process and execution in Rwanda.
The usefulness of this research is the improvement of the budgeting process and execution based on internal audit system in local government, the results of findings is very useful to the government. The Government and people now know how it can intervene in budgeting process and execution of much internal audit system in local government in Rwanda through its policies and regulations in terms of taxes. The local government is the backbone of development of its citizens through the funds invested from non budget agencies and national badget prepared and issued by MINALOC if were used and reported well so the internal audit must involved in the management of those funds in order to show the accuracy and fair value of report from Local government. The reason why the researcher intends to assess the effect of internal audit in budget process and execution of local government. The local government is great get importance because some suggestions clarifies where they have to improve and how they are supposed to do it in terms of its budget implementation.
According to Bartlett et al., population is the full set of cases from which a sample is taken. Population of this study is concerned with all staffs (employees) working in Musanze District (Headquarters) whereby 63 district members of staff were considered as the population to study [5].
According to Stumpf & Kerle, “the sample is to choose a limited number of individuals, of object or events whose observation makes it possible to draw the conclusions applicable to the whole population inside which the choice is made” [35]. This definition relates to the fact of starting from a limited number of elements to draw the conclusions applicable to the unit in which were drawn. Daniel further defined purposive sampling as a type of sampling in which, ‘‘particular settings, persons, or events are deliberately selected for the important information they can provide that cannot be gotten as well from other choices [12]. Purposive sampling technique was used to select respondents from different units of the district office and sectors because they were expected to have necessary information with respect to objectives of the study, their availability and their willingness to participate. The questionnaire was administered to the 18 respondents who are related with budget process and execution from employees of Musanze District. Moreover, Secondary data was obtained from many existing documents.
As said by Teubner & Woods, data processing is concerned with classifying responses into meaningful category called codes; it consists of editing the schedule and coding the responses [37]. The data processing included: editing, coding, and tabulation. Data was cleaned and edited to ensure consistence of responses.
Becker et al. defined data analysis as the process of compiling and study data to provide summaries, description and conclusion [6]. Data analysis is developed to deal with manipulation of the information that was gathered so as to present the evidence.
Regarding this research the researcher was analyze views give finding by respondent through questionnaire .on this, the qualitative technique was be used. All of those were applied in order to find out and assess the relationship between the both variables included in this study. After coding, data were input into the Statistical Package for Social Sciences (SPSS) for analysis. The data were analyzed using the descriptive statistics like percentages in frequency table in Statistical Package for Social Science (SPSS) software version 20.
Gender was assessed in this study since gender can affect the level of judgment on a given phenomenon. Hence, the researcher wanted to determine the gender of the respondents and asked to respondents to indicate their gender as depicted in the table below (Table 3.1).
|
|
Frequency |
Percent |
Valid Percent |
Cumulative Percent |
Valid |
Male |
14 |
77.8 |
77.8 |
77.8 |
Female |
4 |
22.2 |
22.2 |
100.0 |
|
Total |
18 |
100.0 |
100.0 |
|
Age of respondents was identified since age would affect the level of judgment of individuals. Here the researcher wanted to know the age distribution of respondents included in the sample. Hence, respondents were requested to indicate their age category as depicted by the table below (Table 3.2).
|
|
Frequency |
Percent |
Valid Percent |
Cumulative Percent |
Valid |
26 and above |
18 |
100.0 |
100.0 |
100.0 |
Education level of respondents was assessed in this study since education achievement represents the potential and ability to reflect on a given phenomenon. Hence, respondents were asked to indicate their highest level of education to ensure that selected respondents are knowledgeable about the variables under study. The results are presented in the table below (Table 3.3).
|
|
Frequency |
Percent |
Valid Percent |
Cumulative Percent |
Valid |
Certificate |
1 |
5.6 |
5.6 |
5.6 |
Diploma |
3 |
16.7 |
16.7 |
22.2 |
|
Degree |
14 |
77.8 |
77.8 |
100.0 |
|
Total |
18 |
100.0 |
100.0 |
|
Experience is considered worth an asset for an organization because the long experience that one has in executing the task, the more expertise they accumulated making them better task performers. Here, the researcher wanted to know the period in which they worked for Musanze district. Hence, respondents were asked to indicate the period for which they had served for the institution under study to ensure that sampled employees have adequate information about the functioning of the budgeting process in the District.
Table 3.4 shows the years of service for which respondents worked for Musanze district. Findings in the (Table 3.4) show that 61.1% of respondents have worked for Musanze District for a period of 5 years and above whereas minority of respondents equivalent to 38.9% of respondents have worked for the district in a period between 3 to 4 years. This implies that the majority of respondents worked for the district for a considerably long period indicating that they have vast information about the functioning of the budget processing and execution of Musanze District they work for.
|
|
Frequency |
Percent |
Valid Percent |
Cumulative Percent |
Valid |
3-4 years |
7 |
38.9 |
38.9 |
38.9 |
5 years and above |
11 |
61.1 |
61.1 |
100.0 |
|
Total |
18 |
100.0 |
100.0 |
|
Respondents were asked to highlight whether asset management is a systematic approach of maintaining and operating physical assets in Musanze district office. The view of respondents is presented in tables below (Table 3.5).
|
|
Frequency |
Percent |
Valid Percent |
Cumulative Percent |
Valid |
Agree |
11 |
61.1 |
61.1 |
61.1 |
Strongly Agree |
7 |
38.9 |
38.9 |
100.0 |
|
Total |
18 |
100.0 |
100.0 |
|
According to the (Table 3.6), the greater number about 55.6% of respondents agreed that asset management is a methodology to efficiently and equitable allocate resources among valid and competing goals and objectives in Musanze District while 44.4% of all respondents strongly agreed that asset management is a methodology to efficiently and equitable allocate resources among valid and competing goals and objectives in Musanze District. This means that asset management is well used in Musanze District office in order to make a good budget preparation and execution through good practice of internal audit. This findings is in line with Pedersen & Garleanu who stated that asset management is a methodology to efficiently and equitably allocate resources amongst valid and competing goals and objectives [27]. Finally, Bloch & Bloch, emphasizes the service to the public, which is the end customer of the road agencies and administrations and to him , asset management is a systematic process of maintaining, upgrading and operating assets, combining engineering principles with sound business practice and economic rationale, and providing tools to facilitate a more organized and flexible approach to making the decisions necessary to achieve the public’s expectations [8].
|
|
Frequency |
Percent |
Valid Percent |
Cumulative Percent |
Valid |
Agree |
10 |
55.6 |
55.6 |
55.6 |
strongly agree |
8 |
44.4 |
44.4 |
100.0 |
|
Total |
18 |
100.0 |
100.0 |
|
According to the (Table 3.7) the greater number about 55.6% of respondents strongly agreed that management control is well applied in Musanze District office while 44.4% of all respondents strongly agreed that management control is well applied in Musanze District office. This means that management control is well applied in Musanze District office in order to make a good budget preparation and execution through good practice of internal audit.
The findings is in line with Brown who stated that a Management Control System (MCS) is a system which gathers and uses information to evaluate the performance of different organizational resources like human, physical, financial and also the organization as a whole in light of the organizational strategies pursued [10].
|
|
Frequency |
Percent |
Valid Percent |
Cumulative Percent |
Valid |
Agree |
8 |
44.4 |
44.4 |
44.4 |
Strongly Agree |
10 |
55.6 |
55.6 |
100.0 |
|
Total |
18 |
100.0 |
100.0 |
|
The findings is in line with Armesh et al. who stated that management control system influences the behavior of organizational resources to implement organizational strategies [3]. Management control system might be formal or informal.
|
|
Frequency |
Percent |
Valid Percent |
Cumulative Percent |
Valid |
Agree |
9 |
50.0 |
50.0 |
50.0 |
Strongly agree |
9 |
50.0 |
50.0 |
100.0 |
|
Total |
18 |
100.0 |
100.0 |
|
Respondents were asked to highlight whether staff management is well applied in Musanze District office in its internal audit staffing. The view of respondents is presented in tables below (Table 3.10)
According to the (Table 3.10), the greater number about 50.0% of respondents strongly agreed that Staff management is well applied in Musanze District office in its internal audit staffing while 50.0% of all respondents strongly agreed that Staff management is well applied in Musanze District office in its internal audit staffing in order to make a good budget preparation and execution through good practice of internal audit. This is in the line with Brymer et al. who stated that before hiring or beginning any type of internal audit staffing, the organization must determine its human capital strategy [11].
|
|
Frequency |
Percent |
Valid Percent |
Cumulative Percent |
Valid |
Agree |
9 |
50.0 |
50.0 |
50.0 |
Strongly Agree |
9 |
50.0 |
50.0 |
100.0 |
|
Total |
18 |
100.0 |
100.0 |
|
|
|
Frequency |
Percent |
Valid Percent |
Cumulative Percent |
Valid |
Agree |
9 |
50.0 |
50.0 |
50.0 |
Strongly agree |
9 |
50.0 |
50.0 |
100.0 |
|
Total |
18 |
100.0 |
100.0 |
|
|
|
Frequency |
Percent |
Valid Percent |
Cumulative Percent |
Valid |
Agree |
11 |
61.1 |
61.1 |
61.1 |
Strongly agree |
7 |
38.9 |
38.9 |
100.0 |
|
Total |
18 |
100.0 |
100.0 |
|
|
|
Frequency |
Percent |
Valid Percent |
Cumulative Percent |
Valid |
Agree |
15 |
83.3 |
83.3 |
83.3 |
Strongly agree |
3 |
16.7 |
16.7 |
100.0 |
|
Total |
18 |
100.0 |
100.0 |
|
Table 3.13 reveals that the 61.1% of respondents strongly agreed that budget process and execution in Musanze district office is well used while 38.9% of all respondents agreed that budget process and execution in Musanze district office is well used. This is due to the good practice of internal audit. According to Johansson & Siverbo, budget process refers to the process by which governments create and approve a budget, which is as follows: The Financial Service Department prepares worksheets to assist the department head in preparation of department budget estimates; the Administrator calls a meeting of managers and they present and discuss plans for the following year’s projected level of activity; the managers can work with the Financial Services, or work alone to prepare an estimate for the departments coming year; the completed budgets are presented by the managers to their Executive Officers for review and approval; Justification of the budget request may be required in writing. In most cases, the manager talks with their administrative officers about budget requirements [21]. Adjustments to the budget submission may be required as a result of this phase in the process.
|
|
Frequency |
Percent |
Valid Percent |
Cumulative Percent |
Valid |
Agree |
7 |
38.9 |
38.9 |
38.9 |
Strongly agree |
11 |
61.1 |
61.1 |
100.0 |
|
Total |
18 |
100.0 |
100.0 |
|
|
|
Frequency |
Percent |
Valid Percent |
Cumulative Percent |
Valid |
Agree |
2 |
11.1 |
11.1 |
11.1 |
Strongly Agree |
16 |
88.9 |
88.9 |
100.0 |
|
Total |
18 |
100.0 |
100.0 |
|
|
|
Frequency |
Percent |
Valid Percent |
Cumulative Percent |
Valid |
Agree |
8 |
44.4 |
44.4 |
44.4 |
Strongly agree |
10 |
55.6 |
55.6 |
100.0 |
|
Total |
18 |
100.0 |
100.0 |
|
|
|
Frequency |
Percent |
Valid Percent |
Cumulative Percent |
Valid |
Agree |
13 |
72.2 |
72.2 |
72.2 |
Strongly agree |
5 |
27.8 |
27.8 |
100.0 |
|
Total |
18 |
100.0 |
100.0 |
|
|
|
Frequency |
Percent |
Valid Percent |
Cumulative Percent |
Valid |
Agree |
8 |
44.4 |
44.4 |
44.4 |
Strongly Agree |
10 |
55.6 |
55.6 |
100.0 |
|
Total |
18 |
100.0 |
100.0 |
|
|
|
Frequency |
Percent |
Valid Percent |
Cumulative Percent |
Valid |
Not sure |
2 |
11.1 |
11.1 |
11.1 |
Agree |
11 |
61.1 |
61.1 |
72.2 |
|
Strongly agree |
5 |
27.8 |
27.8 |
100.0 |
|
Total |
18 |
100.0 |
100.0 |
|
Table 3.19 reveals that the 77.8% of respondents agreed that internal audit contributes to the budget process and execution in Rwanda at high level (80%-100%) while 22.2% of all respondents agreed that internal audit contributes to the budget process and execution in Rwanda at medium level (50%-79%). This means that there is a relationship between internal audit and budget process and execution in Musanze district office. This is in the line with Frazer who stated that determine the accuracy and propriety of financial transactions, evaluate financial and operational procedures for adequacy of internal controls and provide advice and guidance on control aspects of new policies, processes systems, verify the existence of assets and ensure that proper safeguards are maintained to protect them from loss, determine the level of compliance with the ministry policies and procedures, and Government laws and regulations, evaluate the accuracy, effectiveness, and efficiency of the electronic information and processing systems, to determine the effectiveness and efficiency of Ministry in accomplishing mission and identify operational opportunities for cost savings and revenue enhancements, coordinate audit efforts with, and provide assistance to, the Audit committee and external auditors finally to investigate fiscal misconduct [15].
|
|
Frequency |
Percent |
Valid Percent |
Cumulative Percent |
Valid |
Medium (50%-79%) |
4 |
22.2 |
22.2 |
22.2 |
HIGH (80%-100%) |
14 |
77.8 |
77.8 |
100.0 |
|
Total |
18 |
100.0 |
100.0 |
|
The variation of spearman Coefficient correlation is between -1 and1. Spearman Coefficient correlation has significance when it is equal or greater than 0.01. According to the research, the correlation was 0.987 (98.7%) is located in the interval [0.75-1.00 [categorized as positive and high correlation. As significant level is at 0.01 (1%), the p value of 0.000(i.e. 0.0%) is less than 1%. This leads to confirm that there is significant relationship correlation between internal audit and budget process and execution in Musanze district office (Table 3.20).
This is in the line stated by Feng et al. that to determine the accuracy and propriety of financial transactions, evaluate financial and operational procedures for adequacy of internal controls and provide advice and guidance on control aspects of new policies, processes systems, verify the existence of assets and ensure that proper safeguards are maintained to protect them from loss, determine the level of compliance with the ministry policies and procedures, and Government laws and regulations, evaluate the accuracy, effectiveness, and efficiency of the electronic information and processing systems, to determine the effectiveness and efficiency of Ministry in accomplishing mission and identify operational opportunities for cost savings and revenue enhancements, coordinate audit efforts with, and provide assistance to, the Audit committee and external auditors finally to investigate fiscal misconduct [14].
|
|
|
Internal audit |
Budget process and execution in Musanze district office |
Spearman's rho |
Internal audit |
Correlation Coefficient |
1.000 |
.987** |
Sig. (2-tailed) |
. |
.000 |
||
N |
18 |
18 |
||
Budget process and execution in Musanze district office |
Correlation Coefficient |
.987** |
1.000 |
|
Sig. (2-tailed) |
.000 |
. |
||
N |
18 |
18 |
||
**. Correlation is significant at the 0.01 level (2-tailed). |
||||
• Musanze District should intensify capacity building of its employees in the field of budgeting and budgetary controls ensure that officers keep abreast of the new developments in the field of public finance budgeting.
• Musanze District should improve the participation of all stake holders in budget execution in enhancing the over all budget performance.
• Musanze district should adopt flexible budget which enables the District to adjust possible variances in the course of budget implementation.
• Government of Rwanda should provide its transfers to the Districts and other government institutions at the right time to ensure the timely availability of funds for budget execution and implementation.
• Musanze District should put more efforts in raising more revenue to supplement the government transfers and smoothen the budget execution.
• The researcher suggested that further similar studies need to be conducted in other public institutions in Rwanda in order to assess whether the study could yield similar findings regarding effect of budgeting and budgetary controls on financial performance of public institutions
- Matthew A. Abata. Participative Budgeting and Managerial Performance in the Nigerian Food Products Sector. Global Journal of Contemporary Reasearch Accounting, Auditing and Business Ethics. 2014;1(3):148–167.
- Abbott LJ, Daugherty B, Parker S, Peters GF. Internal Audit Quality and Financial Reporting Quality: The Joint Importance of Independence and Competence. Journal of Accounting Research. 2016;54(1):3–40.doi:10.1111/1475-679X.12099
- Armesh H, Salarzehi H, Kord B. Management Control System. Interdisciplinary Journal of Contemporary Research in Business. 2010;2(6):193–206.
- Association of Certified Faud Examiners. Report to the Nations on Occupational Fraud and Abuse. Global Fraud Study. 2014;15(2):1–80.
- Bartlett JE, Kotrlik JW, Higgins CC. Organizational Research: Determining Appropriate Sample Size in Survey Research. Information Technology, Learning, and Performance Journal. 2001;9(1):43–50.
- A. Becker, P. Finger, A. Meyer-Christoffer, B. Rudolf, K. Schamm, U. Schneider, et al. A description of the global land-surface precipitation data products of the Global Precipitation Climatology Centre with sample applications including centennial (trend) analysis from 1901–present. Earth System Science Data. 2013;5(1):71–99. doi:10.5194/essd-5-71-2013
- Srirama Bhamidipati. Simulation Framework for Asset Management in Climate-change Adaptation of Transportation Infrastructure. In Transportation Research Procedia. 2015;8:17–28. doi:10.1016/j.trpro.2015.06.038
- Bloch HP. Subject Category 3 – Asset Management. Petrochemical Machinery Insights. 2017;13–22. doi:10.1016/B978-0-12-809272-9.00003-7
- Douglas A. Brook .Audited Financial Statements in the Federal Government: Intentions, Outcomes and on-Going Challenges for Management and Policy-Making. J. Of Public Budgeting, Accounting & Financial Management. 2010;22(1):52–83.
- Brown DA, Malmi T. Management control systems as a package—Opportunities, challenges and research directions. Management Accounting Research. 2008;19(4):287–300.doi. 10.1016/j.mar.2008.09.003
- Brymer RA, Molloy JC, Gilbert BA. Human capital pipelines: Competitive implications of repeated interorganizational hiring. Journal of Management. 2014;40(2):483–508. doi:10.1177/0149206313516797
- Daniel J. Chapter 5. Choosing the Type of Probability Sampling. Sampling Essentials: Practical Guidelines for Making Sampling Choices. 2012;125–174. doi. 10.4135/9781452272047
- Daske H, Gebhardt G. International financial reporting standards and experts’ perceptions of disclosure quality. Abacus. 2006;42(3–4):461–498. doi: 10.1111/j.1467-6281.2006.00211.x
- Feng M, Li C, McVay SE, Skaife H. Does ineffective internal control over financial reporting affect a firm’s operations? Evidence from firms’ inventory management. The Accounting Review. 2015;90(2):529–557. doi: 10.2308/accr-50909
- Frazer L. The Effect of Internal Control On The Operating Activities Of Small Restaurants. Journal of Business & Economics. 2012;10(6):361.
- Hansen LK, Kræmmergaard P. Transforming local government by project portfolio management: Identifying and overcoming control problems. Transforming Government: People, Process and Policy. 2013;7(1):50–75.doi:10.1108/17506161311308160
- Hawkesworth I, von Trapp L, Nielsen DF. Performance Budgeting in Poland: An OECD Review. OECD Journal on Budgeting. 2011;11(1):7–57.doi.10.1787/budget-11-5kgg8r57tf34
- Higdon J, Topp R. How to develop a budget for a research proposal. West J Nurs Res. 2004;26(8):922–929.doi: 10.1177/0193945904269291
- Hoekstra HA. A career roles model of career development. Journal of Vocational Behavior. 2011;78(2):159–173. doi:10.1016/j.jvb.2010.09.016
- Jans, M, Alles M, Vasarhelyi M. The case for process mining in auditing: Sources of value added and areas of application. International Journal of Accounting Information Systems. 2013;14(1):1–20.doi. 10.1016/j.accinf.2012.06.015
- Johansson T, Siverbo S The appropriateness of tight budget control in public sector organizations facing budget turbulence. Management Accounting Research. 2014;25(4):271–283. doi.10.1016/j.mar.2014.04.001
- Mat Zain M, Zaman M, Mohamed Z. The Effect of Internal Audit Function Quality and Internal Audit Contribution to External Audit on Audit Fees. International Journal of Auditing. 2015;19(3):134–147. doi:10.1111/ijau.12043
- MELITSKI J, MANOHARAN A. Performance Measurement, Accountability, and Transparency of Budgets and Financial Reports. Public Administration Quarterly. 2014;38(1):38–70. doi:10.1017/CBO9781107415324.004
- National Priorities Project. Federal Spending: Where Does the Money Go. 2016.
- Nisbet RM, Jusup M, Klanjscek T, Pecquerie L. Integrating dynamic energy budget (DEB) theory with traditional bioenergetic models. J Exp Biol. 2012;215(6):892–902.doi: 10.1242/jeb.059675
- Onumah JM, Krah RY. Barriers and Catalysts to Effective Internal Audit in the Ghanaian Public SectorAccounting in Africa. Research in Accounting in Emerging Economies.2012 (Vol. 12 Part A). doi:10.1108/S1479-3563(2012)000012A012
- Pedersen, L. H., & Garleanu, N. B. (2015). Efficiently Inefficient Markets for Assets and Asset Management. NBER Working Paper, XXXIII(2), 81–87. doi: 10.1007/s13398-014-0173-7.2
- Prawitt DF, Sharp NY, Wood DA. Internal Audit Outsourcing and the Risk of Misleading or Fraudulent Financial Reporting: Did Sarbanes-Oxley Get It Wrong? Contemporary Accounting Research. 2012;29(4):1109–1136. doi: 10.1111/j.1911-3846.2012.01141.x
- Raduan CR, Jegak U, Haslinda A, Alimin II. Management, Strategic Management Theories and the Linkage with Organizational Competitive Advantage from the Resource-Based View. European Journal of Social Sciences. 2009;11(3):402–418.
- Raghunandan M, Ramgulam N, Raghunandan-Mohammed K. Examining the Behavioural Aspects of Budgeting with particular emphasis on Public Sector/Service Budgets. International Journal of Business and Social Science. 2012;3(14):110–117.
- Riccaboni A, Luisa Leone E. Implementing strategies through management control systems: the case of sustainability. International Journal of Productivity and Performance Management. 2010;59(2):130–144. doi. 10.1108/17410401011014221
- Sarens G, Allegrini M, D’Onza G, Melville R. Are internal auditing practices related to the age of the internal audit function?: Exploratory evidence and directions for future research. Managerial Auditing Journal. 2011;26(1): 51–64. doi.10.1108/02686901111090835
- Scontrino MP. Review of The IAF handbook of group facilitation: Best practices from the leading organization in facilitation. Personnel Psychology, 2006;59:271–274. doi. 10.1111/j.1744-6570.2006.00909_16.x
- Sponem S, Lambert C. Exploring differences in budget characteristics, roles and satisfaction: A configurational approach. Management Accounting Research. 2016;30:47–61. doi.10.1016/j.mar.2015.11.003
- Stumpf A, Kerle N. Object-oriented mapping of landslides using Random Forests. Remote Sensing of Environment. 2011; 115(10): 2564–2577. doi.10.1016/j.rse.2011.05.013
- Susha I, Zuiderwijk A, Janssen M, Gronlund, A. Benchmarks for Evaluating the Progress of Open Data Adoption. Social Science Computer Review. 2015;33(5):613–630. doi.10.1177/0894439314560852
- Teubner J, Woods L. Data Processing on FPGAs. Synthesis Lectures on Data Management. 2013;1–118. doi.10.2200/S00514ED1V01Y201306DTM035
- Zhang X, Arayici Y, Wu S, Abbott C, Aouad G. Integrating BIM and GIS for large scale ( building ) asset management : a critical review. Management. 2009;1–15.


