The Influence of Electrical Fires in Residential Homes: ` Geospatial Analysis Pointing to Vulnerable Locations and Equipment Failures Alex Zheng, Fahra Rajabali, Kate Turcotte, Len Garis, Ian Pike March 2019 The British Columbia Injury Research and Prevention Unit (BCIRPU) was established by the Ministry of Health and the Minister’s Injury Prevention Advisory Committee in August 1997. BCIRPU is housed within the Evidence to Innovation research theme at BC Children’s Hospital (BCCH) and supported by the Provincial Health Services Authority (PHSA) and the University of British Columbia (UBC). BCIRPU’s vision is to be a leader in the production and transfer of injury prevention knowledge and the integration of evidence-based injury prevention practices into the daily lives of those at risk, those who care for them, and those with a mandate for public health and safety in British Columbia. Authors: Alex Zheng, Fahra Rajabali, Kate Turcotte, Len Garis, Ian Pike Reproduction, in its original form, is permitted for background use for private study, education instruction and research, provided appropriate credit is given to the BC Injury Research and Prevention Unit and the University of the Fraser Valley. Citation in editorial copy, for newsprint, radio and television is permitted. The material may not be reproduced for commercial use or profit, promotion, resale, or publication in whole or in part without written permission from the University of the Fraser Valley. For any questions regarding this report, contact: BC Injury Research and Prevention Unit F508 – 4480 Oak Street Vancouver, BC V6H 3V4 Email: bcinjury1@cw.bc.ca Phone: (604) 875-3776 Fax: (604) 875-3569 Website: www.injuryresearch.bc.ca Cover photo: ID 16092874© Cherkas| Dreamstime.com University of the Fraser Valley 33844 King Road Abbotsford, BC V2S 7M8 Email: info@ufv.ca Phone: (604) 504-7441 Website: www.ufv.ca Suggested Citation: Zheng A, Rajabali F, Turcotte K, Garis L, Pike I. The Influence of Electrical Fires in Residential Homes: Geospatial Analysis Pointing to Vulnerable Locations and Equipment Failures. A report by the BC Injury Research and Prevention Unit, for the University of the Fraser Valley: Abbotsford, BC. March 2019. Table of Contents Executive Summary .............................................................................................................................. 1 Introduction ............................................................................................................................................ 2 Methodology ........................................................................................................................................... 2 Data Overview .................................................................................................................................................... 2 Prevalence and Burden of Electrical Fires ............................................................................................... 3 Results ....................................................................................................................................................... 4 Prevalence of Electrical Fires ....................................................................................................................... 4 Burden of Electrical Fires ............................................................................................................................... 9 Equipment of Elevated Risk ....................................................................................................................... 13 Discussion .............................................................................................................................................. 18 Prevalence and Burden of Electrical Fires ............................................................................................ 18 Equipment of Elevated Risk ....................................................................................................................... 19 Limitations........................................................................................................................................................ 20 Conclusions ........................................................................................................................................... 20 Recommendations .............................................................................................................................. 20 References ............................................................................................................................................. 21 Author Biographical Information.................................................................................................. 21 Appendix ................................................................................................................................................ 22 Variables Coding Used .................................................................................................................................. 22 Executive Summary Secondary suites are becoming more common as a way to relieve the burden of rising housing prices in British Columbia and basements are often converted for this purpose. However, home owners often circumvent the permission and inspection requirements for these conversions in order to save on expensive upgrades for compliance. As a result, there are many under the radar secondary suites that go uninspected and often do not meet safety standards. In order to limit the increased risks these secondary suites pose, one plan is to send safety inspectors to visit and inspect homes. The purpose of this study is to aid inspectors by determining whether certain jurisdiction types, living spaces in the home (in particular basements), or equipment in the home carry increased risks for electrical fires and should be inspected with higher priority. Between 2004 and 2017, there were a total of 28,160 residential fire incidents in British Columbia; of which, 2,635 (9.4%) were electrical fires. These electrical fires resulted in a total of 150 casualties (combined deaths and injuries) and just over $150 million in damages. Of the electrical fires, 1,869 (70.9%) occurred in cities, 426 (16.2%) in municipalities, 315 (12.0%) in regional districts, and 14 (0.4%) in First Nation lands. Fires that originated from the basement accounted for 2,688 (9.6%) of residential fires and 366 (13.9%) of electrical fires. Prevalence for electrical fires were found to be elevated for fires that originated in basements, common living spaces, bathrooms, laundry rooms, and garages. Fires that originated in kitchens were less likely to be electrical fires. Jurisdiction type did not have an effect on the prevalence of election fires. Burden of electrical fires were mixed with electrical fires having higher material costs but lower human costs. Jurisdiction type, basement, and rooms in the home did not affect the burden of electrical fires in terms of both human and material costs. Taken together, this is strong evidence that risk of electrical fires is mostly due to the effects of attention and neglect, where the risk of electrical fires is lowest in areas most accessed, such as the kitchen, and highest in areas least accessed, such as basements, garages and laundry rooms. The fact that human and material costs of electrical fires was not affected by where the fire originated from suggests that an inspection scheme to reduce the prevalence of electrical fires would be effective in reducing the overall burden of electrical fires in British Columbia. In terms of areas of the home for electrical safety inspectors, the order of priority is recommended to be: garage, laundry, bathroom, basement, common living space, and then other areas of the home. For garages, permanent wiring, extension cords, and batteries should be the focus. For laundry rooms, clothe dryers and washing machines should be the focus. For bathrooms, electrical components with motors should be the focus. In basements, permanent wiring, switchboards, extension cords, and clothes dryers should be the focus. For common living spaces, permanent wiring, extension cords, outlets, surge protectors, and space heaters should be the focus. Overall, permanent wiring, extension cords, outlets, surge protectors, appliance cords, and electrical equipment with motors were the leading causes of electrical fires. 1 Introduction Electrical fires can occur as a function of faulty wiring or as a result of failure or misuse of electrical components, with the most common physical mechanisms being poor connections, arcing across a carbonized path, arcing in air, excessive thermal insulation, and overload (Babrauskas, 2008). To date, there are no studies published based on statistics from Canada, but in the United States, electrical fires represented 13% of total residential structure fires, residential homes and resulted substantial monetary and human losses (Hall, 2013). The rising housing prices in British Columbia, particularly in the Greater Vancouver Area, have placed considerable strain on the finances of British Columbians. Secondary suites in residential homes are a common means to supplement income and cover mortgage payments. Basements are often converted for this purpose in existing homes originally designed as single family dwellings. Building code regulations in British Columbia require special permissions to be granted in order for basements to be converted into secondary suites. However, home owners often circumvent this requirement in order to save time and money. As a result, these under the radar secondary suites go uninspected and often do not meet safety standards. This is particularly true in relation to electrical wiring, resulting in a substantial hazard for electrical fires and other electrical injuries. This is of particular concern, as basement fires, which made up 18% of all house fires (Yung & Lougheed, 2001), increased the odds of injuries (Fabio et al, 2002). In order to limit the increased risks these unreported secondary suites pose, it is proposed to apply a regulatory scheme where homes that contain secondary suites are inspected, paying particular attention to electrical safety. The purpose of this study is to aid inspectors by determining whether certain jurisdiction types, living spaces in the home (in particular basements), or equipment in the home carry elevated risks for electrical fires and should be inspected with higher priority. Specifically, this study has 2 main components. Firstly, to investigate whether prevalence and burden (in terms of human and material costs) of residential electrical fires differ between: i) jurisdiction types, ii) basement and non-basement areas, iii) rooms in the home, and iv) rooms in the basement. Secondly, for rooms with elevated risk for electrical fires, determine whether certain equipment failures or misuses are more likely to result in an electrical fire. Methodology DATA OVERVIEW Fire events in British Columbia from 2004 to 2017 and its associated properties were extracted from data collected by British Columbia Office of the Fire Commissioner (OFC). Fire events were considered to be residential fires if the fires occurred in row, garden, town housing, condominium, apartment, single detached, duplex, 3-plex, and 4-plex residential zones (as classified by the property complex variable). Electrical fires were determined as fires that resulted from electrical short circuit (as classified by the act or omission variable) or from electrical sparks (as classified by the form of heat variable). 2 Jurisdictions were grouped into: i) cities, ii) municipalities, iii) regional districts, iv) First Nation lands, or v) other/unknown (as classified by the location code variable). The basement variable was grouped into whether: i) the fire originated in the basement, ii) in any other part of the home, or iii) unknown (as classified by the fire origin level variable). The room in the home variable was grouped into: i) common living space, ii) bedroom, iii) bathroom, iv) kitchen, v) laundry, vi) garage, vii) passageway (e.g. hallway, stairs, corridor, elevator, lobby), or viii) other/unknown (as classified by the fire origin area variable). Lastly, equipment of failure or misuse that led to an electrical fire were categorized into: i) cooking equipment, ii) heating equipment, iii) appliances and equipment, iv) electrical distribution equipment, v) other electrical equipment, vi) smoker’s material and open flame, vii) exposure, viii) miscellaneous, ix) no igniting object, or x) cannot be determined (as classified by the object of ignition variable). PREVALENCE AND BURDEN OF ELECTRICAL FIRES To investigate whether prevalence and burden of electrical differed between the four comparisons, a two-step approach was used. The first step involved conducting a descriptive analysis and a modeling analysis. In the second step, results from the descriptive and modeling analyses were compared and variables that were significant in both analyses were deemed to be significant overall, and thus can be concluded to carry an elevated, or reduced, risk for electrical fires. An alpha level of 0.05 was used to determine significance. The descriptive analysis involved calculating, with 95% confidence intervals, the proportion of electrical fires to compare prevalence of electrical fires, as well as human casualty rates and dollar cost of material damage to compare burden of electrical fires. Human casualty rates were calculated as the sum of deaths and injuries per 100 fires. Jurisdiction types were compared to a typical fire. Basement fires were compared with non-basement fires. Fires that originated in a specific room were compared to a typical fire. Fires that originated in a specific room in the basement were compared to a typical basement fire. All confidence intervals were Wald intervals and comparisons where the confidence intervals do not overlap were deemed to be significant. Three types of models were used for the modeling analysis. For the prevalence component, a logistic regression model was used to determine the association between the odds of a fire being an electrical fire with the explanatory variables interest. For the human cost component, a Poisson regression model was used to determine the association between the number of casualties as a result of an electrical fire with the explanatory variables of interest. For the material cost component, a linear regression model was used to determine the association between the dollar loss amount with the explanatory variables of interest. For the Poisson and linear regression models, only electrical fires were included for the analysis. For all three components, two models were conducted: i) a full model where the explanatory variables were jurisdiction type, basement, and room type variables; and ii) a basement-only model where the explanatory variables were jurisdiction type and basement room type variables. Both models were adjusted for the type of residential home. For the basement-only model, only basement fires were included in the analysis. Dummy coding was used for the jurisdiction type and room type variables in order to observe the effects of these types compared to the average electrical fire. 3 EQUIPMENT OF ELEVATED RISK In rooms with elevated risk for electrical fires, proportions of electrical fires that originated from that room due to equipment failure were calculated, with 95% confidence intervals, for the leading equipment failures and equipment categories. Due to the combination of a large number of equipment variables and low counts for some equipment and categories, only those which resulted in at least 14 electrical fire events (at least 1 electrical fire per year, on average) for both individual equipment as well as equipment categories were included in the analysis. Results PREVALENCE OF ELECTRICAL FIRES Descriptive Analysis Between 2004 and 2017, there were a total of 28,164 residential fire incidents in British Columbia; of which, 2,635 (9.4%) were electrical fires. Of the electrical fires, 1,869 (70.9%) occurred in cities, 426 (16.2%) in municipalities, 315 (12.0%) in regional districts, and 14 (0.4%) in First Nation lands. The proportion of electrical fires was higher in municipalities (11.1%), lower in First Nation lands (5.9%), and no significant differences for cities and regional districts when compared with the overall proportion (Table 1) TABLE 1: PROPORTION OF ELECTRICAL FIRES IN DIFFERENT JURISDICTION TYPES (SIGNIFICANT EFFECTS IN BOLD). Location Type City Municipality Regional District First Nations Others/Unknown Overall 4 All Fires [%] (95% CI) Electrical Fires [%] (95% CI) Proportion of Electrical Fires (95% CI) 20,844 [74.0%] (73.5, 74.5) 1,869 [70.9%] (69.2, 72.7) 9.0% (8.6, 9.4) 3,059 [10.9%] (10.5, 11.2) 315 [12.0%] (10.7, 13.2) 10.3% (9.2, 11.4) 11 [0.4%] (0.2, 0.7) 6.2% (2.7, 9.8) 3,842 [13.6%] (13.2, 14.0) 238 [0.8%] (0.7, 1.0) 177 [0.6%] (0.5, 0.7) 28,164 [100%] 426 [16.2%] (14.8, 17.6) 11.1% (10.1, 12.1) 14 [0.5%] (0.3, 0.8) 5.9% (2.9, 8.9) 2,635 [100%] 9.4% (9.0, 9.7) Fires that originated from the basement accounted for 2,688 (9.6%) of residential fires and 366 (13.9%) of electrical fires. The proportion of basement fires being electrical fires (13.6%) was significantly higher than the proportion of non-basement fires (9.2%) as well as the overall proportion of 9.4% (Table 2). TABLE 2: PROPORTION OF ELECTRICAL FIRES THAT ORIGINATED FROM THE BASEMENT (SIGNIFICANT EFFECTS IN BOLD). Basement All Fires [%] (95% CI) Electrical Fires [%] (95% CI) No 24,001 [85.2%] (84.8, 85.6) 2,206 [83.7%] (82.3, 85.1) 1,471 [5.2%] (5.0, 5.5) 63 [2.4%] (1.8, 3.0) Yes Unknown Overall 2,688 [9.6%] (9.2, 9.9) 28,164 [100%] Proportion of Electrical Fires (95% CI) 9.2% (8.8, 9.6) 366 [13.9%] (12.6, 15.2) 13.6% (12.3, 14.9) 2,635 [100%] 9.4% (9.0, 9.7) 4.3% (3.2, 5.3) 5 TABLE 3: PROPORTION OF ELECTRICAL FIRES THAT ORIGINATED FROM DIFFERENT ROOMS OF THE HOME (SIGNIFICANT EFFECTS IN BOLD). Room Type All Fires [%] (95% CI) Electrical Fires [%] (95% CI) Common Living 2,380 [8.5%] (8.1, 8.8) 299 [11.3%] (10.1, 12.6) 12.6% (11.2, 13.9) 572 [2.0%] (1.9, 2.2) 90 [3.4%] (2.7, 4.1) 15.7% (12.8, 18.7) 128 [4.9%] (4.0, 5.7) 15.2% (12.7, 17.6) Bedroom Bathroom Kitchen Laundry Garage Passageway Others/Unknown Overall 2,093 [7.4%] (7.1, 7.7) 218 [8.3%] (7.2, 9.3) Proportion of Electrical Fires (95% CI) 10.4% (9.1, 11.7) 8,560 [30.4%] (29.9, 30.9) 389 [14.8%] (13.4, 16.1) 903 [3.2%] (3.0, 3.4) 150 [5.7%] (4.8, 6.6) 16.6% (14.2, 19.1) 1,267 [48.1%] (46.2, 50.0) 10.6% (10.0, 11.1) 844 [3.0%] (2.8, 3.2) 863 [3.1%] (2.9, 3.3) 11,945 [42.4%] (41.8, 43.0) 28,164 [100%] 94 [3.6%] (2.9, 4.3) 2,635 [100%] 4.5% (4.1, 5.0) 10.9% (8.8, 13.0) 9.4% (9.0, 9.7) Compared to the overall proportion of all fires being electrical fires (9.4%), five rooms demonstrated significantly elevated proportions of fire events being electrical fires – common living space (12.6%), bathroom (15.7%), laundry (15.2%), and garage (16.6%). Even though kitchen fires made up the largest proportion of both electrical fires (14.8%) and overall fires (30.4%), the proportion of kitchen fires that were electrical fires was less than half of the overall proportion at 4.5%. 48% of electrical fires had no identified room as the originating area (Table 3). When looking at just basement fires, compared to the overall proportion of basement fires being electrical fires (13.6%), two rooms had significantly lower proportions of fire events being electrical fires – bathroom (4.3%) and kitchen (3.4%). No rooms had higher proportions of fire events being electrical fires. 60% of electrical fires in the basement had no identified living space as the originating area (Table 4). 6 TABLE 4: PROPORTION OF ELECTRICAL FIRES THAT ORIGINATED FROM DIFFERENT ROOMS IN THE BASEMENT OF THE HOME (SIGNIFICANT RESULTS IN BOLD). Room Type (Basement) All Fires [%] (95% CI) Electrical Fires [%] (95% CI) Proportion of Electrical Fires (95% CI) Common Living 297 [11.0%] (9.9, 12.2) 44 [12.0%] (8.7, 15.4) 14.8% (10.8, 18.9) 46 [1.7%] (1.2, 2.2) 2 [0.5%] (0.0, 1.3) Bedroom Bathroom Kitchen Laundry Garage Passageway Others/Unknown Overall Modeling Analysis 243 [9.0%] (8.0, 10.1) 470 [17.5%] (16.0, 18.9) 30 [8.2%] (5.4, 11.0) 16 [4.4%] (2.3, 6.5) 12.3% (8.2, 16.5) 4.3% (0.0, 10.2) 3.4% (1.8, 5.0) 249 [9.3%] (8.2, 10.4) 41 [11.2%] (8.0, 14.4) 16.5% (11.9, 21.1) 81 [3.0%] (2.4, 3.7) 10 [2.7%] (1.1, 4.4) 12.3% (5.2, 19.5) 56 [2.1%] (1.5, 2.6) 1,246 [46.4%] (44.5, 48.2) 2,688 [100%] 5 [1.4%] (0.2, 2.6) 218 [59.6%] (54.5, 64.6) 366 [100%] 8.9% (1.5, 16.4) 17.5% (15.4, 19.6) 13.6% (12.3, 14.9) From the full model, it was found that jurisdiction type had no significant association with the odds of an electrical fire. Basement fires demonstrated 39% higher odds of being an electrical fire when compared to non-basement fires. Compared to all fires, four rooms had elevated odds ratios for being an electrical fire: common living space (17%), bathroom (53%), laundry (43%), and garage (86%). Kitchen fires had 64% reduced odds of being an electrical fire. The other rooms had no significant associations with the odds of an electrical fire. For the basement only model, jurisdiction type had no significant association with the odds of a basement electrical fire. No basement rooms had elevated odds for an electrical fire, while bathrooms and kitchen had reduced odds of an electrical fire of 83% and 87%, respectively (Table 5). 7 TABLE 5: LOGISTIC REGRESSION RESULTS LOOKING AT THE ASSOCIATION BETWEEN THE ODDS OF A FIRE BEING AN ELECTRICAL FIRE WITH JURISDICTION TYPE, BASEMENT, AND ROOM TYPE, ADJUSTING FOR RESIDENTIAL TYPE FOR THE FULL MODEL AND BASEMENT-ONLY MODEL (SIGNIFICANT EFFECTS IN BOLD). Full Model Basement Only Odds Ratio (95% CI) Odds Ratio (95% CI) City 1.678 (0.902, 3.121) 6.994 (0.946, 51.699) Regional District 1.755 (0.935, 3.293) 5.315 (0.699, 40.408) Variable Jurisdiction Type Municipality First Nation Basement Basement vs Non-basement Unknown vs Non-basement 1.853 (0.990, 3.468) 0.954 (0.418, 2.180) 1.390 (1.228, 1.573) 0.657 (0.505, 0.854) Rooms Common Living Bedroom Bathroom Kitchen Laundry Garage 1.015 (0.869, 1.186) N/A (too few counts) N/A N/A 0.787 (0.547, 1.131) 0.689 (0.452, 1.051) 1.528 (1.205, 1.937) 0.173 (0.041, 0.726) 0.363 (0.321, 0.409) 0.133 (0.079, 0.225) 1.426 (1.163, 1.748) 0.892 (0.609, 1.304) 1.856 (1.533, 2.248) 0.412 (0.156, 1.089) Passageway 1.051 (0.838, 1.319) Townhome/condo vs Single detached 1.050 (0.907, 1.216) 2.627 (1.667, 4.139) 1.099 (0.929, 1.302) 0.853 (0.540, 1.348) Residential Type Apartment vs Single detached 2-, 3-, 4-plex vs Single detached 8 1.166 (1.017, 1.338) 5.707 (0.755, 43.114) 0.668 (0.589, 0.757) 0.653 (0.325, 1.314) 1.019 (0.666, 1.558) Summary Taking the descriptive and modeling results together, there were a number of variables that were significant in both analyses. Basement, common living space, bathroom, laundry, and garage had elevated risk for electrical fires, while kitchens had lower risk. There was not enough evidence to indicate that jurisdiction type had an effect on prevalence for electrical fires. When just looking at basement fires, none of the rooms carried significantly higher risk for electrical fires, while bathrooms and kitchens had lower risk. BURDEN OF ELECTRICAL FIRES Descriptive Analysis The 2,635 electrical fires in British Columbia between 2004 and 2017 resulted in a total of 150 casualties (combined deaths and injuries) and just over $150 million in damages. Human casualties from electrical fires were found to be lower, on average, than non-electrical fires (5.7 vs 8.5 per 100 fires), however electrical fires demonstrated higher material loss ($68,706 vs $52,399, on average) when compared to non-electrical fires (Table 6). TABLE 6: COMPARING CASUALTY RATES AND MATERIAL LOSS RESULTS FOR ELECTRICAL AND NON-ELECTRICAL FIRES (SIGNIFICANT EFFECTS IN BOLD). Electrical Fire N No 21725 Unknown 3800 Yes Overall 2635 28160 Casualty Rate (per 100 fires) (95% CI) Material Loss ($) (95% CI) 8.5 (8.0, 9.0) 52,399 (47,477, 57,320) 5.7 (4.5, 6.9) 68,706 (57,807, 79,605) 10.9 (9.3, 12.5) 163,529 (129,011, 198,047) 8.6 (8.1, 9.0) 68,921 (62,810, 75,032) When looking at electrical fires, jurisdiction type did not have an effect for either human or material cost (Table 7). Basement electrical fires also did not differ from non-basement fires for both human and material costs (Table 8). Kitchen fires showed lower casualty rates and material losses when compared to an average electrical fire. Laundry fires resulted in reduced material losses but no difference in casualty rates when compared to an average electrical fire. None of the other rooms showed a difference in burden (Table 9). When looking at just basement electrical fires, none of the room types showed a difference in burden when compared to the average basement electrical fire (Table 10). 9 TABLE 7: COMPARING CASUALTY RATE AND MATERIAL LOSS AS A RESULT OF ELECTRICAL FIRES IN DIFFERENT JURISDICTION TYPES (NO SIGNIFICANT EFFECTS). N Casualty Rate (per 100 fires) (95% CI) Material Loss ($) (95% CI) City 1,869 6.1 (4.7, 7.5) 63,655 (49,163, 78,147) Regional District 315 5.7 (1.3, 10.2) 93,114 (73,915, 112,313) 11 36.4 (0.0, 107.6) 92,984 (20,863, 165,104) Location Type Municipality First Nations Other Overall 426 14 2635 3.1 (1.3, 4.8) 7.1 (0.0, 21.1) 5.7 (4.5, 6.9) 72,518 (55,451, 89,584) 58,800 (5,247, 112,353) 68,706 (57,807, 79,605) TABLE 8: COMPARING CASUALTY RATE AND MATERIAL LOSS AS A RESULT OF BASEMENT AND NON-BASEMENT ELECTRICAL FIRES (NO SIGNIFICANT EFFECTS). N Casualty Rate (per 100 fires) (95% CI) Material Loss ($) (95% CI) No 2206 5.5 (4.3, 6.7) 69,572 (56,837, 82,308) Unknown 63 0.0 (0.0, 0.0) 48,659 (0, 110,908) Basement Yes Overall 10 366 7.9 (3.5, 12.3) 2635 5.7 (4.5, 6.9) 66,936 (54,623, 79,248) 68,706 (57,807, 79,605) TABLE 9: COMPARING CASUALTY RATE AND MATERIAL LOSS AS A RESULT OF ELECTRICAL FIRES THAT ORIGINATED FROM DIFFERENT ROOM TYPES (SIGNIFICANT EFFECTS IN BOLD). Room Type N Casualty Rate (per 100 fires) (95% CI) Material Loss ($) (95% CI) Common Living 299 9.7 (6.0, 13.4) 62,363 (48,304, 76,422) Bathroom 90 6.7 (0.0, 13.5) 62,451 (8,253, 116,649) Bedroom 218 29,810 (20,212, 39,407) 128 9.4 (0.0, 20.6) 35,766 (19,556, 51,975) 94 2.1 (0.0, 5.1) 389 Garage 150 Passageway Others/Unknown Overall 79,887 (60,640, 99,133) 2.8 (1.2, 4.5) Kitchen Laundry 10.1 (5.2, 15.0) 1267 2635 10.0 (3.6, 16.4) 99,638 (73,054, 126,223) 4.2 (2.7, 5.6) 81,540 (60,340, 102,740) 5.7 (4.5, 6.9) 52,421 (25,131, 79,712) 68,706 (57,807, 79,605) TABLE 10: COMPARING CASUALTY RATE AND DOLLAR LOSS AS A RESULT OF BASEMENT ELECTRICAL FIRES THAT ORIGINATED FROM DIFFERENT ROOM TYPES (SIGNIFICANT EFFECTS IN BOLD). Room Type (Basement) N Casualty Rate (per 100 fires) (95% CI) Material Loss ($) (95% CI) Common Living 44 13.4 (1.5, 25.7) 72,538 (41,661, 103,415) Bathroom 2 0.0 (0.0, 0.0) 450 (0, 940) Bedroom 30 10.0 (0.0, 20.9) Kitchen 16 6.3 (0.0, 18.5) Garage 5 20.0 (0.0, 59.2) Laundry Passageway Others/Unknown Overall 41 10 218 366 109,028 (53,503, 164,553) 47,153 (6,056, 88,250) 17.1 (0.0, 46.0) 82,240 (36,647, 127,833) 0.0 (0.0, 0.0) 68,622 (5,995, 131,248) 7.9 (3.5, 12.3) 66,936 (54,623, 79,248) 5.0 (1.2, 8.9) 31,440 (0, 89,594) 59,932 (44,573, 75,292) 11 Modeling Analysis Results from the Poisson model indicated that electrical fires in cities, municipalities, and regional districts had reduced casualties. However, this was likely because the few cases where the electrical fires occurred without a classifiable jurisdiction had high casualty rates, thus these variables should be interpreted with severe limitations. Jurisdiction type did not have a significant association with material loss. Burden from electrical fires did not differ between whether they originated from the basement or not. Electrical fires that originated from common living space (119%), bedroom (139%), laundry (105%), and garage (151%) all had elevated casualty rates, but did not have significant association with material loss. For basement electrical fires, jurisdiction type was not significant associated with burden. Basement electrical fires that originated from common living space (219%) and laundry (228%) had higher casualty rates, while those that originated from the bedroom resulted in higher material loss ($50,590). None of the other room types had significant associations with burden of basement electrical fires (Table 11). TABLE 11: RESULTS FROM THE POISSON (CASUALTY RATE) AND LINEAR REGRESSION (MATERIAL LOSS) MODELS SHOWING ASSOCIATIONS BETWEEN JURISDICTION TYPE AND WHERE THE ELECTRICAL FIRE ORIGINATED FROM WITH THE CASUALTY RATE AND MATERIAL LOSS FOR RESIDENTIAL ELECTRICAL FIRES FOR THE FULL MODEL AND BASEMENT-ONLY MODEL (SIGNIFICANT RESULTS IN BOLD). Full Model Basement only Casualty Rate Material Loss Casualty Rate Material Loss Rate Ratio (95% CI) Effect (95% CI) Rate Ratio (95% CI) Effect (95% CI) City 0.175 (0.063, 0.484) -25,965 (-1195,581, 143,649) N/A (too few counts) 9,595 (-182,414, 292,414) Regional District 0.167 (0.056, 0.497) 1,589 (-170,192, 173,369) N/A (too few counts) -3,785 (-244,803, 237,231) Variable Jurisdiction Type Municipality 0.093 (0.030, 0.288) First Nation 0.217 (0.024, 1.966) Basement Basement vs Nonbasement -36,822 (-262,626, 188981) N/A (too few counts) N/A (too few counts) 18,541 (-221,869, 258,951) N/A (too few counts) Unknown vs Nonbasement 1.463 (0.961, 2.230) N/A (too few counts) -2,763 (-35,134, 29,607) N/A N/A Common Living 2.185 (1.386, 3.445) -20,926 (-57,049, 15,195) 3.187 (1.146, 8.867) 12,954 (-26,596, 52,505) Bathroom 1.634 (0.696, 3.836) -51,339 (-84,214, 18,463) N/A (too few counts) Rooms 12 -16,412 (-187,488, 154,662) Bedroom 2.389 (1.450, 3.935) Kitchen 0.708 (0.367, 1.365) -18,016 (-89,936, 53,903) -2,063 (-43,180, 39,053) -45,902 (-98,054, 6,249) N/A 2.000 (0.555, 7.200) 1.617 (0.202, 12.964) N/A 50,590 (4,271, 96,908) -41,350 (-212,647, 129,946) -6,398 (-69,525, 56,729) Laundry 2.049 (1.090, 3.850) Passageway 0.495 (0.120, 2.048) Garage Residential Type Townhome/condo vs Single detached Apartment vs Single detached 2-, 3-, 4-plex vs Single detached 2.510 (1.405, 4.483) -45,288 (-97,412, 6,835) 22,668 (-18,015, 63,352) -33,377 (-94,064, 27,308) 3.278 (0.388, 27.721) N/A (too few counts) -21,528 (-130,995, 87,938) 0.860 (0.459, 1.611) -11,967 (-50.802, 26,867) 0.438 (0.058, 3.337) -26,527 (-70,993, 17,939) 0.965 (0.486, 1.917) -11,163 (-55,633, 33,307) 0.594 (0.077, 4.607) -32,209 (-84,605, 20,187) 1.418 (0.906, 2.219) 18,279 (-30,351, 66,911) 3.283 (1.258, 8.565) 27,771 (-8,993, 58,537) 2.818 (0.935, 8.492) 9,389 (-68,180, 86,958) -7,012 (-53,039, 39,014) Summary Electrical fires had lower human cost but higher material cost when compared with non-electrical fires. None of the variables showed consistently significant associations between the descriptive and modeling analyses, thus was concluded that there was not enough evidence to indicate that jurisdiction type, basement, or room type had an effect on the overall burden of electrical fires. EQUIPMENT OF ELEVATED RISK Electrical distribution equipment was the largest category and contributed to about half (50.1%) of all causes of the 2,635 electrical fires in British Columbia from 2004 to 2017. In terms of individual equipment, permanent wiring or cables were the cause of 19.9% of the cases, while cords, switches, outlets, power bars made up an additional 16.7%. Illegal electrical bypasses were the cause of only 1.9% of electrical fires (Table 12). Unclassified equipment made up between 8% and 53% of the equipment categories. 13 TABLE 12: PROPORTION OF ELECTRICAL FIRES THAT WERE CAUSED BY THE IGNITION OF EQUIPMENT IN THE HOME. ONLY INDIVIDUAL EQUIPMENT AND EQUIPMENT CATEGORIES THAT CAUSED AT LEAST 14 ELECTRICAL FIRE EVENTS ARE SHOWN. Igniting Object (Overall) Electrical Fires (#) Proportion of All Electrical Fires (95% CI) Cooking Equipment 196 7.4% (6.4, 8.4) Oven of stove, rage 39 1.5% (1.0, 1.9) Stove, range, top burner area Microwave oven Toaster, waffle iron Electric kettle, coffee maker Cooking equipment - unclassified 35 23 15 15 2.4% (1.8, 3.0) 1.3% (0.9, 1.8) 0.9% (0.5, 1.2) 0.6% (0.3, 0.9) 0.6% (0.3, 0.9) Appliances and Equipment 329 12.5% (11.2, 13.7) Washing machine 28 1.1% (0.7, 1.5) Clothes dryer Individual refrigeration unit Television, computer monitor 77 26 14 Appliances and equipment - unclassified 130 Motor 69 Other Electrical Equipment Incandescent lamp, light bulb Florescent lamp 1.0% (0.6, 1.4) 0.5% (0.3, 0.8) 4.9% (4.1, 5.8) 15.3% (14.0, 16.7) 41 1.6% (1.1, 2.0) 29 226 Water heater 45 Stationary space heater 2.9% (2.3, 3.6) 404 Other electrical equipment - unclassified Heating Equipment 14 64 201 40 2.6% (2.0, 3.2) 1.1% (0.7, 1.5) 8.6% (7.5, 9.6) 7.6% (6.6, 8.6) 1.7% (1.2, 2.2) 1.5% (1.1, 2.0) Central heating unit 38 1.4% (0.9, 1.8) Heating equipment - unclassified 38 1.4% (1.0, 1.9) Portable space heater 27 1.0% (0.6, 1.4) Electrical Distribution Equipment 1321 50.1% (48.2, 52.0) Extension cord 146 5.5% (4.7, 6.4) Permanent electric wiring, cable (non-aluminum) Switch, outlet Permanent electric wiring, cable (aluminum) Power bars, surge protector Panel board, switchboard Appliance cord Electrical bypass (illegal operations) Battery, rectifier Copper conductors 453 121 70 63 56 55 50 49 22 Electrical distribution equipment - unclassified 226 Miscellaneous 41 Exposure No Igniting Object Cannot be Determined Overall 23 22 92 2635 17.2% (15.8, 18.6) 4.6% (3.8, 5.4) 2.7% (2.0, 3.3) 2.4% (1.8, 3.0) 2.1% (1.6, 2.7) 2.1% (1.5. 2.6) 1.9% (1.4, 2.4) 1.9% (1.3, 2.4) 0.8% (0.5, 1.2) 6.9% (5.9, 7.8) 0.9% (0.5, 1.2) 1.6% (1.1, 2.0) 0.8% (0.5, 1.2) 3.5% (2.8, 4.2) 100% Basements, common living spaces, bathrooms, laundry rooms, and garages were found to carry elevated risk for electrical fires. Basements and common living spaces showed similar patterns where electrical distribution equipment were the cause of over half of the electrical fires (52.5% and 53.5%, respectively). The main difference between the two rooms was that clothes dryers (4.6%) were a contributing factor for basement electrical fires, while stationary space heaters (5.0%) were a contributing factor for common living space electrical fires, though both accounted for just a small proportion (Tables 13 and 14). 15 TABLE 13: PROPORTION OF BASEMENT ELECTRICAL FIRES THAT WERE CAUSED BY THE IGNITION OF EQUIPMENT IN THE HOME. ONLY INDIVIDUAL EQUIPMENT AND EQUIPMENT CATEGORIES THAT CAUSED AT LEAST 14 ELECTRICAL FIRE EVENTS ARE SHOWN. Igniting Object (Basement) Basement Electrical Fires (#) Proportion of Basement Electrical Fires (95% CI) Heating Equipment 38 10.4% (7.3, 13.5) Clothes dryer 17 4.6% (2.5, 6.8) Appliances and Equipment Appliances and equipment - unclassified 44 14 Electrical Distribution Equipment 192 Panel board, switchboard 17 Permanent electric wiring, cable (non-aluminum) Extension cord Permanent electric wiring, cable (aluminum) Electrical distribution equipment - unclassified Other Electrical Equipment Other electrical equipment - unclassified Basement Overall 69 17 14 21 59 31 366 10.4% (7.3, 13.5) 3.8% (1.9, 5.8) 52.5% (47.3, 57.6) 18.9% (14.8, 22.9) 4.6% (2.5, 6.8) 4.6% (2.5, 6.8) 3.8% (1.9, 5.8) 5.7% (3.4, 8.1) 16.1% (12.4, 19.9) 8.5% (5.6, 11.3) 100% In bathrooms, electrical distribution equipment only made up 26.7% of all bathroom electrical fires, with the only object of importance being electrical equipment with motors, which made up 17.8% of all bathroom electrical fires (Table 15). In laundry rooms, clothes dryers were the cause to almost half (45.3%) of all laundry room electrical fires, while washing machines were the cause of an additional 14.1% (Table 16). In garages, electrical distribution equipment was the cause of over half of the garage electrical fires (62.7%), with permanent non-aluminum wiring or cable (14.0%), extension cords (12.7%), and batteries (10.0%) being major contributors (Table 17). 16 TABLE 14: PROPORTION OF COMMON LIVING ROOM ELECTRICAL FIRES THAT WERE CAUSED BY THE IGNITION OF EQUIPMENT IN THE HOME. ONLY INDIVIDUAL EQUIPMENT AND EQUIPMENT CATEGORIES THAT CAUSED AT LEAST 14 ELECTRICAL FIRE EVENTS ARE SHOWN. Common Living Electrical Fires (#) Proportion of Common Living Electrical Fires (95% CI) Heating Equipment 37 12.4% (8.6, 16.1) Appliances and Equipment 38 Igniting Object (Common Living) Stationary space heater 15 Electrical Distribution Equipment 160 Permanent electric wiring, cable (non-aluminum) 34 Power bars, surge protector 26 Extension cord Switch, outlet Electrical distribution equipment - unclassified Other Electrical Equipment Other electrical equipment - unclassified Common Living Overall 26 23 15 49 26 299 5.0% (2.5, 7.5) 12.7% (8.9, 16.5) 53.5% (47.9, 59.2) 11.4% (7.8, 15.0) 8.7% (5.5, 11.9) 8.7% (5.5, 11.9) 7.7% (4.7, 10.7) 5.0% (2.5, 7.5) 16.4% (12.2, 20.6) 8.7% (5.5, 11.9) 100% TABLE 15: PROPORTION OF BATHROOM ELECTRICAL FIRES THAT WERE CAUSED BY THE IGNITION OF SPECIFIC EQUIPMENT IN THE HOME. ONLY INDIVIDUAL EQUIPMENT AND EQUIPMENT CATEGORIES THAT CAUSED AT LEAST 14 ELECTRICAL FIRE EVENTS ARE SHOWN. Bathroom Electrical Fires (#) Proportion of Bathroom Electrical Fires (95% CI) Electrical Distribution Equipment 24 26.7% (17.5, 35.8) Motor 16 17.8% (9.9, 25.7) Igniting Object (Bathroom) Other Electrical Equipment Other electrical equipment - unclassified Bathroom Overall 39 17 90 46.3% (33.1, 53.6) 18.9% (10.8, 27.0) 100% 17 TABLE 16: PROPORTION OF LAUNDRY ELECTRICAL FIRES THAT WERE CAUSED BY THE IGNITION OF SPECIFIC EQUIPMENT IN THE HOME. ONLY INDIVIDUAL EQUIPMENT AND EQUIPMENT CATEGORIES THAT CAUSED AT LEAST 14 ELECTRICAL FIRE EVENTS ARE SHOWN. Laundry Electrical Fires (#) Proportion of Laundry Electrical Fires (95% CI) Appliances and Equipment 79 61.7% (53.3, 70.1) Washing machine 18 14.1% (8.0, 20.1) Igniting Object (Laundry) Clothes dryer Electrical Distribution Equipment Laundry Overall 58 29 128 45.3% (36.7, 53.9) 22.7% (15.4, 29.9) 100% TABLE 17: PROPORTION OF GARAGE ELECTRICAL FIRES THAT WERE CAUSED BY THE IGNITION OF SPECIFIC EQUIPMENT IN THE HOME. ONLY INDIVIDUAL EQUIPMENT AND EQUIPMENT CATEGORIES THAT CAUSED AT LEAST 14 ELECTRICAL FIRE EVENTS ARE SHOWN. Garage Electrical Fires (#) Proportion of Garage Electrical Fires (95% CI) Appliances and Equipment 17 11.3% (6.3, 16.4) Permanent electric wiring, cable (non-aluminum) 21 Igniting Object (Garage) Electrical Distribution Equipment Extension cord Battery, rectifier Garage Overall 94 62.7% (54.9, 70.4) 19 12.7% (7.3, 18.0) 15 150 14.0% (8.4, 19.6) 10.0% (5.2, 14.8) 100% Discussion PREVALENCE AND BURDEN OF ELECTRICAL FIRES It was found that electrical fires made up approximately 9.4% of all residential fires in British Columbia. Unfortunately, there has been no Canadian data published regarding electrical fires, thus data from the United States were used for comparison purposes. Proportion of electrical fires in British Columbia was lower than the 13% reported between 2007 and 2011 in the United States. However, when comparing casualty rates, electrical fires in British Columbia resulted in a higher casualty rate (5.7 vs. 4.2 casualties per 100 fires) than the United States (Hall, 2013). The average cost of damage in British Columbia was also higher at $68,706 per electrical fire incident compared 18 to the Canadian dollar equivalent of $36,000 in the United States (Hall, 2013). This discrepancy in dollar value of loss is likely due to the higher property value in British Columbia compared to the United States in general and may also be related to differences in insurance coverages and systems. Basement fires made up 9.6% of all residential structural fires, which is much lower than the 18.1% reported in the United States (Yung & Lougheed, 2001), and made up 13.9% of all electrical fires in British Columbia. Kitchen fires made up 30.4% of all fires, which is similar to the 25.6% reported in the United States (Yung & Lougheed, 2001), but only 4.5% of all electrical fires in British Columbia. Both the descriptive and modeling analyses showed that fires that originated from basements, common living spaces, bathrooms, laundry rooms, and garages had a higher chance of being an electrical fire. Conversely, fires that originated in kitchens had lower chance of being an electrical fire. This may be a function of attention and neglect, as residents pay more attention to electrical equipment in the kitchen, but less so in other less accessed locations, such as the basement. This was evident in terms of the areas of the home, where a gradient was seen where rooms with the highest odds of being an electrical fire (order: garage, bathroom, laundry, common living space, bedroom, passageway, kitchen) was also likely the order of the area of home from least accessed to most accessed. This is further strengthened by the fact that electrical fires resulted in lower casualties (5.7 vs. 8.5 per 100 fires), but higher property damages ($68,700 vs. $52,400) when compared to non-electrical fires. As electrical fires occur more often in less accessed areas of the home, it is less likely for people to be injured by the fire and more likely for the fire to cause more damage. The fact that burden, in terms of both human and material costs, of the electrical fire was not affected by the jurisdiction type, whether it originated in the basement or different rooms of the home show that the burden of electrical fires can be reduced by reducing the prevalence of electrical fires. Taken together, this suggests that an inspection scheme would be effective in reducing the overall burden of electrical fires in British Columbia. Less accessed rooms, including basements, should be inspected with higher priority. Basements should be inspected as a whole, as no specific basement rooms carried elevated risk for electrical fires. EQUIPMENT OF ELEVATED RISK As expected, electrical distribution equipment was the category found to be the largest culprit and were responsible for about half of the electrical fires. Over half of these were equipment that are permanent fixtures in the home, such as permanent electrical wiring, outlets, and switchboards. Another quarter of these electrical distribution equipment were items that are more mobile, such as extension cords, power bars, and appliance cords. Other leading causes of electrical fires included clothes dryers and electrical equipment with motors. These types of equipment should take priority when homes are inspected. The leading causes were found to be different for the different rooms with elevated risk for electrical fires. In basements, permanent wiring, switchboards, and extension cords would be the focus of inspection, while also paying attention to clothes dryers. In common living spaces, permanent wiring, extension cords, outlets, and surge protectors should take priority, with space heaters being another item to be aware of. In bathrooms, electrical components with motors, such 19 as fans and hairdryers, should be the focus of inspection. In laundry rooms, clothe dryers and washing machines should be the focus of inspection. In garages, permanent wiring, extension cords, and batteries should be the focus for inspection. Lastly, it is interesting to note that illegal electrical bypass was responsible for less than 2% of all electrical fires. This may indicate that although inspections should help reduce electrical fires, but these under the radar secondary suites may not need to be the primary targets of inspection. However, since electrical distribution failure was the most likely cause of basement electrical fires, basement suites should still be a target for inspection. LIMITATIONS There were a few limitations to this study. The two main components affecting the interpretations of the results were the fact that around 50% of electrical fires had no identified room of origin and that unclassified equipment made up between 8% and 53% of equipment categories. However, this was still the best data to date and conclusions formed would be useful for safety inspection purposes. Conclusions Prevalence for electrical fires was found to be elevated for fires that originated in basements, common living spaces, bathrooms, laundry rooms, and garages. Jurisdiction type did not have an effect on the prevalence of election fires. Burden of electrical fires were mixed with electrical fires having higher material costs but lower human costs. Jurisdiction type, basement, and rooms in the home did not affect the burden of electrical fires in terms of both human and material costs. Taken together, this suggests that an inspection scheme would be effective in reducing the overall burden of electrical fires in British Columbia. Electrical distribution equipment was responsible for about half of all electrical fires, thus should take priority for inspections overall. Different equipment should also take priority when inspecting the different areas of the home that carry elevated risk for electrical fires. Recommendations In terms of areas of the home for electrical safety inspectors, the order of priority is recommended to be: garage, laundry, bathroom, basement, common living space, and then other areas of the home. For garages, permanent wiring, extension cords, and batteries should be the focus. For laundry rooms, clothe dryers and washing machines should be the focus. For bathrooms, electrical components with motors should be the focus. In basements, permanent wiring, switchboards, extension cords, and clothes dryers should be the focus. For common living spaces, permanent wiring, extension cords, outlets, surge protectors, and space heaters should be the focus. Overall, permanent wiring, extension cords, outlets, surge protectors, appliance cords, and electrical equipment with motors were the leading causes of electrical fires. 20 References Babrauskas V (2008). Research on Electrical Fires: The State of the Art. Fire Safety Science – Proceedings of the Ninth International Symposium, pp 3-18. Fabio A, Ta M, Strotmeyer S, Li W, Schmidt E (2002). Incident-level risk factors for firefighter injuries at structural fires. Journal of Occupational and Environmental Medicine, 44(11), 1059 – 63. Hall, JR (2013). Home Electrical Fires. National Fire Protection Association. Quincy, MA, USA. Yung D, Lougheed GD (2001). Fatal Fire Scenarios in Canadian Houses. Institute for Research in Construction. Montreal, QC, Canada. Author Biographical Information Alex Zheng is a Biostatistician/Researcher at the BC Injury Research and Prevention Unit. He holds an MSc in Biostatistics. Contact him at alex.zheng@bcchr.ca. Fahra Rajabali is a Researcher with the BC Injury Research and Prevention Unit. She holds an MSc in Health Information Science. Contact her at frajabali@bcchr.ca. Kate Turcotte is a Researcher with the BC Injury Research and Prevention Unit. She holds an MSc in Epidemiology. Contact her at kturcotte@bcchr.ca. Len Garis is the Fire Chief for the City of Surrey, British Columbia, an Adjunct Professor in the School of Criminology and Criminal Justice & Associate to the Centre for Social Research at the University of the Fraser Valley (UFV), a member of the Affiliated Research Faculty at John Jay College of Criminal Justice in New York, and a faculty member of the Institute of Canadian Urban Research Studies at Simon Fraser University. Contact him at Len.Garis@ufv.ca. Dr. Ian Pike is Professor of Pediatrics at UBC; Investigator and Co-Lead of the Evidence to Innovation Research Theme at the Research Institute at BC Children’s Hospital; Director of the BC Injury Research and Prevention Unit, and Co-Executive Director for The Community Against Preventable Injuries. Contact him at ipike@bcchr.ca. Acknowledgements Special thanks to Gordon Anderson, BC Fire Commissioner, for the provision of the BC data discussed in this report. 21 Appendix VARIABLES CODING USED Variable Description Coding Residential PC3100 Residential - row, garden, town housing, condominium PC3500 Residential - duplex, 3-plex, 4-plex PC3200 PC3400 Residential - apartment Residential - single detached Others Others Electrical Fire AO4400 Electrical short circuit AO0000 Act of Omission - cannot be determined FH2000 FH3000 AO0008 FH0000 FH0009 Others Basement Spark, electrical (includes arc, discharge) Spark, static electrical (includes lightning) Act or Omission - not applicable Form of Heat - cannot be determined Form of Heat - unclassified Others LV1000 Basement, sub-basement Others Rooms Others LV0000 OA1400 OA2100 Cannot be determined Lounge, living room (includes music room, common room, TV room, den, recreation room, family room, sitting room) OA2500 Sleeping - under 5 occupants (includes patients' room, bedroom, cell, lockup) Washroom, locker area (includes checkroom, cloakroom, rest room, bathroom, powder room, toilet, shower room, sauna bath) OA3200 Laundry area (includes wash house) OA3100 OA4700 OA1010 OA1020 OA1030 OA1040 OA1050 OA1060 Kitchen, cooking area Vehicle storage (includes garage, carport) Hallway, corridor Stairway, exterior (includes fire escape, ramp) Stairway, interior (includes ramp) Escalator Lobby, entrance way Elevator (includes shaft and machinery room) Others Others Igniting Objects IG10201900 Cooking equipment IG21002900 Heating equipment 22 Residential Non-residential Electrical Unknown Non-electrical Basement Unknown Non-basement Common living Bedroom Bathroom Kitchen Laundry Garage Passageway Others/unknown Cooking Heating IG31004990 IG51005900 IG61006900 IG71107900 IG81008900 IG90009990 IG1010 IG0000 Appliances and equipment Electrical distribution equipment Other electrical equipment Smoker's material and open flame Exposure Miscellaneous No igniting object Cannot be determined Appliances Electrical Distribution Other Electrical Open flame Exposure Miscellaneous No Igniting object Unknown 23